The document discusses publishing an Android application. It provides an overview of MoDevAcademy, an upcoming class schedule, and online resources. The bulk of the document outlines the steps for publishing an Android app, including why to publish, researching the market, preparing the app, uploading to stores, signing with a key, and exporting the project. Screenshots and graphics are required. The presentation concludes with a Q&A.
Python, the Language of Science and Engineering for EngineersBoey Pak Cheong
A talk given in November 2016 at IEM Malaysia to engineers, who are new to Python, a broad perspective of what Python is, why it is important to learn it and how it can help in solving/visualization of engineering and scientific tasks and problems.
These are the slides I was using when delivering the Python Crash Course (https://www.meetup.com/life-michael/events/247984087/). The crash course was delivered in Hebrew. More info about the Python Programming course I deliver can be found at python.course.lifemichael.com.
The document discusses permissions in Android security and outlines 3 main threats: permission re-delegation, over-privileged apps, and permission inheritance. It then describes 11 proposed solutions to these threats, categorizing each solution by type (system modification, Android service, or non-Android app), implementation level (system, app, or separate system), and running mode (static or dynamic). Finally, it notes areas for future work, such as combining solutions and evaluating solutions based on factors like performance and complexity.
The document proposes a project on the Android operating system. It discusses that Android is an open-source software stack that includes an operating system, middleware, and applications built around Linux and Java. The goal of the project is to produce a research paper providing a brief description of Android, including its features like applications framework, Dalvik virtual machine, integrated browser, and support for media, Bluetooth, GPS and other hardware. The paper will cover topics like Android architecture, applications, application framework, libraries, runtime, Linux kernel, secure data storage, execution environment, Dalvik VM, task management, memory management, application lifecycle, security, and development tools.
this presentation will walk you through basic introduction to python, major features of python, how python runs on our system and some important commands used in python.
This document describes the development of an Android-based MP3 player application called Denny MP3 Player. It provides details on the application's design, features, and implementation. Key aspects include using Android media player classes and XML layouts to build the core playback functionality and user interface. Buttons are created to control playback, with code handling play, pause, stop and track navigation. The application was tested on the Android emulator and is intended to run on devices running Android 2.3.5 or higher.
MobilePundit's expert experienced team of android developers in the field of mobile application development can assist you in developing your own custom android apps, all you need is to contact us and we help you in changing your imagination into reality.
This document provides an overview of game development using Python and Pygame. It discusses the basics of game design, exploring Python and Pygame, setting up a game loop skeleton, working with sprites and events. The presentation covers installing Python and Pygame, understanding key game elements like surfaces, rectangles, media and sprites. It also offers recommendations for further learning resources on Pygame game development.
The Unreal Engine is a game engine developed by Epic Games that is written in C++, making it highly portable. It has been used to create many popular first person shooter and other genre games since its first version in 1998. There have been four major versions of Unreal Engine released, each featuring technical improvements and expanded platform support. The current version, Unreal Engine 4, targets next generation consoles and devices and includes physically based rendering and improved development tools.
Here are the answers to your questions:
1. Python was created by Guido Van Rossum.
2. Yes, Python is an object-oriented programming language.
3. As a high level interpreted language, Python code is compiled into bytecode that is then interpreted by the Python runtime system. This makes Python code easier for humans to read and write.
4. Cross-platform means Python code can run on multiple operating systems like Windows, Linux, MacOS without any changes.
5. As a free and open source language, anyone can use, modify and distribute Python without paying any license fees. The source code is openly available.
6. In interactive mode, Python code is executed line by
Python tutorial for beginners - Tib academyTIB Academy
Get python training through simple tutorial from TIB Academy, through this python tutorial you can lean more topics of python. you can download python tutorial free as PPT
The document provides an overview of the iOS operating system including:
- iOS was originally released in 2007 for the iPhone, iPod Touch, and Apple TV. It is derived from OS X.
- Features of iOS include security, multitasking, gestures, apps like iBooks and iTunes, and integration with Apple hardware.
- iOS is used on Apple devices and developed using Swift programming language.
This document discusses using Python for game development. It covers what Python is as a programming language and some of its key advantages for games, such as being easy to learn and write. It also outlines some of the major components inside games, including graphics, input control, game logic, and sound. Finally, it recommends several Python libraries that are useful for games, such as Pygame and NumPy, and lists some popular games that were developed using Python.
This document summarizes the experiences of Jeff Elkner, a high school computer science teacher, in adopting Python as the teaching language for his introductory computer science courses. He found that Python greatly simplifies programming examples and concepts, allowing him to teach essential ideas more effectively with less time spent on syntax details. Using Python has led to higher student success rates and less frustration compared to when he previously taught with C++. The free and open nature of Python and its supporting resources also enabled the collaborative creation and improvement of the textbook "How to Think Like a Computer Scientist", which has been crucial to the success of his Python-based curriculum.
Android applications are composed of components that include activities, services, broadcast receivers, content providers, intents, widgets, and notifications. Activities provide user interfaces, services perform background tasks, broadcast receivers listen for system-wide broadcasts, content providers manage data access, intents enable communication between components, widgets provide miniature application views, and notifications display alerts without interrupting the user. These components are described in the application manifest and can interact through intents and other defined interfaces.
A primer on adapting open source software to an IT service organization. Focuses on how open source licenses are different and how it may affect your business model and intellectual property.
The document discusses the different building blocks of an Android application including activities, services, broadcast receivers, and content providers. It provides details on broadcast receivers, describing them as components that respond to system-wide broadcasts and application-initiated broadcasts. The document gives an example of using a broadcast receiver to capture the SMS receive event and launch an activity to display the SMS with an option to reply. It also discusses programmatically sending SMS from an application.
This power point slides best describes the contents taught to us during the internship on Python taken by us in the college. It is totally a practical learning session and we learnt a lot about practical use of Python. So, I think to share it.
Mobile Application Development With Androidguest213e237
The document discusses mobile application development for Android. It provides an overview of the Android platform and architecture, including core application components like activities, services, content providers and intents. It also covers the Android software development kit, tools like Eclipse and Android Developer Tools plugin, and the steps to create a basic "Hello World" Android application using the Android SDK.
Python is a versatile programming language created by Guido van Rossum in 1989. It can be used for web applications, data analysis, artificial intelligence, and more. Python code is often more concise and readable than other languages like C++ and Java due to its simple syntax and dynamic typing. It is an interpreted, object-oriented language with a large standard library and strong support for multiple programming paradigms.
Introduction to Python and Basic Syntax
Understand the basics of Python programming.
Set up the Python environment.
Write simple Python scripts
Python is a high-level, interpreted programming language known for its readability and versatility(easy to read and easy to use). It can be used for a wide range of applications, from web development to scientific computing
This presentation educates you about Python and the reason for learning python, Key advantages of learning Python, Characteristics of Python, Hello World using Python syntax and Applications of Python.
For more topics stay tuned with Learnbay.
Designing applications with web access capabilitiesK Senthil Kumar
This document discusses principles for designing applications with web access capabilities. It provides examples of applications that access data from the internet like ebook readers. The document outlines common problems in web application design like choosing colors and content placement. It emphasizes that applications must satisfy user needs or they will switch to competitors. The rest of the document lists rules for good web application design, such as not reinventing patterns, grouping related elements, keeping the design simple, planning before developing, providing feedback, and testing the application.
The document discusses mobile app development from a web developer's perspective. It covers topics such as web apps vs native apps, technologies for mobile development like HTML5 and frameworks, and specific techniques for mobile like viewport scaling, geolocation APIs, and offline storage. The document provides examples of code for implementing these mobile techniques.
The document is a summer training project report submitted by Sonu Kumar Chakravarti for their Bachelor of Computer Science and Engineering program. It covers their summer training at Codtantra from August to December 2022 where they learned about object oriented programming using Python. The report includes sections on introducing Python, its history and features, why Python is used for programming, Python modules, the contents of their summer training course, and a conclusion. It also includes declarations, certificates, acknowledgements and a sample code project.
Python was created in the late 1980s by Guido van Rossum as a successor to the ABC programming language. It uses dynamic typing and garbage collection for memory management. Key features include its clear syntax, object orientation, modularity through packages, and extensive standard libraries. Python code is highly readable and portable across operating systems.
This document provides an overview of game development using Python and Pygame. It discusses the basics of game design, exploring Python and Pygame, setting up a game loop skeleton, working with sprites and events. The presentation covers installing Python and Pygame, understanding key game elements like surfaces, rectangles, media and sprites. It also offers recommendations for further learning resources on Pygame game development.
The Unreal Engine is a game engine developed by Epic Games that is written in C++, making it highly portable. It has been used to create many popular first person shooter and other genre games since its first version in 1998. There have been four major versions of Unreal Engine released, each featuring technical improvements and expanded platform support. The current version, Unreal Engine 4, targets next generation consoles and devices and includes physically based rendering and improved development tools.
Here are the answers to your questions:
1. Python was created by Guido Van Rossum.
2. Yes, Python is an object-oriented programming language.
3. As a high level interpreted language, Python code is compiled into bytecode that is then interpreted by the Python runtime system. This makes Python code easier for humans to read and write.
4. Cross-platform means Python code can run on multiple operating systems like Windows, Linux, MacOS without any changes.
5. As a free and open source language, anyone can use, modify and distribute Python without paying any license fees. The source code is openly available.
6. In interactive mode, Python code is executed line by
Python tutorial for beginners - Tib academyTIB Academy
Get python training through simple tutorial from TIB Academy, through this python tutorial you can lean more topics of python. you can download python tutorial free as PPT
The document provides an overview of the iOS operating system including:
- iOS was originally released in 2007 for the iPhone, iPod Touch, and Apple TV. It is derived from OS X.
- Features of iOS include security, multitasking, gestures, apps like iBooks and iTunes, and integration with Apple hardware.
- iOS is used on Apple devices and developed using Swift programming language.
This document discusses using Python for game development. It covers what Python is as a programming language and some of its key advantages for games, such as being easy to learn and write. It also outlines some of the major components inside games, including graphics, input control, game logic, and sound. Finally, it recommends several Python libraries that are useful for games, such as Pygame and NumPy, and lists some popular games that were developed using Python.
This document summarizes the experiences of Jeff Elkner, a high school computer science teacher, in adopting Python as the teaching language for his introductory computer science courses. He found that Python greatly simplifies programming examples and concepts, allowing him to teach essential ideas more effectively with less time spent on syntax details. Using Python has led to higher student success rates and less frustration compared to when he previously taught with C++. The free and open nature of Python and its supporting resources also enabled the collaborative creation and improvement of the textbook "How to Think Like a Computer Scientist", which has been crucial to the success of his Python-based curriculum.
Android applications are composed of components that include activities, services, broadcast receivers, content providers, intents, widgets, and notifications. Activities provide user interfaces, services perform background tasks, broadcast receivers listen for system-wide broadcasts, content providers manage data access, intents enable communication between components, widgets provide miniature application views, and notifications display alerts without interrupting the user. These components are described in the application manifest and can interact through intents and other defined interfaces.
A primer on adapting open source software to an IT service organization. Focuses on how open source licenses are different and how it may affect your business model and intellectual property.
The document discusses the different building blocks of an Android application including activities, services, broadcast receivers, and content providers. It provides details on broadcast receivers, describing them as components that respond to system-wide broadcasts and application-initiated broadcasts. The document gives an example of using a broadcast receiver to capture the SMS receive event and launch an activity to display the SMS with an option to reply. It also discusses programmatically sending SMS from an application.
This power point slides best describes the contents taught to us during the internship on Python taken by us in the college. It is totally a practical learning session and we learnt a lot about practical use of Python. So, I think to share it.
Mobile Application Development With Androidguest213e237
The document discusses mobile application development for Android. It provides an overview of the Android platform and architecture, including core application components like activities, services, content providers and intents. It also covers the Android software development kit, tools like Eclipse and Android Developer Tools plugin, and the steps to create a basic "Hello World" Android application using the Android SDK.
Python is a versatile programming language created by Guido van Rossum in 1989. It can be used for web applications, data analysis, artificial intelligence, and more. Python code is often more concise and readable than other languages like C++ and Java due to its simple syntax and dynamic typing. It is an interpreted, object-oriented language with a large standard library and strong support for multiple programming paradigms.
Introduction to Python and Basic Syntax
Understand the basics of Python programming.
Set up the Python environment.
Write simple Python scripts
Python is a high-level, interpreted programming language known for its readability and versatility(easy to read and easy to use). It can be used for a wide range of applications, from web development to scientific computing
This presentation educates you about Python and the reason for learning python, Key advantages of learning Python, Characteristics of Python, Hello World using Python syntax and Applications of Python.
For more topics stay tuned with Learnbay.
Designing applications with web access capabilitiesK Senthil Kumar
This document discusses principles for designing applications with web access capabilities. It provides examples of applications that access data from the internet like ebook readers. The document outlines common problems in web application design like choosing colors and content placement. It emphasizes that applications must satisfy user needs or they will switch to competitors. The rest of the document lists rules for good web application design, such as not reinventing patterns, grouping related elements, keeping the design simple, planning before developing, providing feedback, and testing the application.
The document discusses mobile app development from a web developer's perspective. It covers topics such as web apps vs native apps, technologies for mobile development like HTML5 and frameworks, and specific techniques for mobile like viewport scaling, geolocation APIs, and offline storage. The document provides examples of code for implementing these mobile techniques.
The document is a summer training project report submitted by Sonu Kumar Chakravarti for their Bachelor of Computer Science and Engineering program. It covers their summer training at Codtantra from August to December 2022 where they learned about object oriented programming using Python. The report includes sections on introducing Python, its history and features, why Python is used for programming, Python modules, the contents of their summer training course, and a conclusion. It also includes declarations, certificates, acknowledgements and a sample code project.
Python was created in the late 1980s by Guido van Rossum as a successor to the ABC programming language. It uses dynamic typing and garbage collection for memory management. Key features include its clear syntax, object orientation, modularity through packages, and extensive standard libraries. Python code is highly readable and portable across operating systems.
PYTHON CURRENT TREND APPLICATIONS- AN OVERVIEWEditorIJAERD
Python is a powerful high-level, interpreted, interactive, and object-oriented scripting language created by
Guido Van Rossum in late 1980’s. Python is a very suitable language for the beginner level programmers and supports
the development of a wide range of applications from simple text processing to www browsers to games developments.
One of the biggest reasons for Python’s rapid growth is the simplicity of its syntax. The language reads almost like plain
English, making it easy to write complex programs. In this paper we first analyze you to Python programming language
popularity and features. Moreover, this paper specifying applications areas where python can be applied and specially
analyzing web application frameworks which are using in Python programming language
Migration of Applications to Python is the most prudent DecisionMindfire LLC
Python is one of the top 10 most popular programming languages of 2021, according to the latest PYPL Index. It’s a no-brainer that if you want your software to perform better in the long run- Python is the best choice. If you use a different language for your applications, you can consider moving your applications to Python.
Vision Academy is a well known Computer Training Institute in Hadapsar Pune from 2005.This institute was started by its visionary director Mr Sachin Zurange. Mr Sachin Zurange was completed MSc(Scientific Computing) From Interdisciplinary School Of Scientific Computing, University of Pune. It also clear SET exam in May 2018. We provides BCS, BCA, BBA(Comp.App), MCS, MCA, Dip(Comp), BE(Comp/IT) Coaching Classes in Hadapsar Pune. We mainly impart training in programming languages C,C++, Java, Advanced Java, Php, Phyton, .NET,HTML, Java Script, jQuery, Angular Js. Database Languages such as Oracle, Postgres, Mysql, SQL Server & focus on key subjects like Data Structure, Operating System,Rdbms. We provides career oriented programs in Web Design, WordPress, Digital Marketing courses. More then 10,000 students was trained from Vision Academy. We provide 100% practical oriented training program with 100% job placement.
This document provides notes on the Python programming language. It begins with a brief history of Python, noting it was created by Guido van Rossum in 1991. It then discusses several key features of Python, including that it is easy to learn and use, interpreted, cross-platform, free and open source, supports object-oriented programming, GUI programming, dynamic memory allocation, and is embeddable in other languages. Examples of applications of Python are also provided, such as for web development, desktop GUIs, scientific computing, business applications, and more. The document concludes with discussions of Python identifiers, keywords, comments, indentation, and variables.
Vision Academe Pune is a leading institute in Pune conducting training programs for various software fields & provides certification for both individuals and organizations.Training Institute Pune is subsidiary of Optimized Infotech which offers IT services and training.
Vision Academy’s Python Certification Training not only focuses on fundamentals of Python, Statistics and Machine Learning but also helps one gain expertise in applied Data Science at scale using Python. The training is a step by step guide to Python and Data Science with extensive hands on.
The Vision Phyton Institute Hands Over You The Best phyton Course In Pune. With 12 Years of Proficiency In Ecommerce, Phyton, Block Chain, Big Data, Data Science, and Many More. Trained Over 5000+ Placed Phyton . With The Help Of Our Highly Qualified Experienced Faculty Members And there Endless Efforts to bring the best out of every Student With us. As We provide Relevant Information, Data From Various Experts With Additional Reference Content, And Unconditional Practical Knowledge.
Python is a powerful and object-oriented programming language that has grown rapidly in popularity due to its simplicity and flexibility. It supports multiple programming paradigms and has a large standard library. Python source code is first compiled to bytecode, which is then executed by the Python Virtual Machine. While Java may be faster for single algorithms, Python is easier for beginners to learn and its dynamic typing and automatic memory management make programs quicker to write. It has gained widespread use for web development, data science, and scripting.
IRJET- Python: Simple though an Important Programming LanguageIRJET Journal
Python is an important and widely used programming language due to its simplicity, large standard library, and use in applications like machine learning and AI. It is easy for beginners to learn and use for both learning programming concepts and real-world applications. Many major companies like Google, Facebook, and NASA use Python extensively. While it has some disadvantages like speed, it is well-suited for tasks like data analysis, scientific computing, and web development. Its popularity and importance are increasing over time as it is applied to more domains like machine learning.
This document provides an overview of the Python programming language, including its history, uses, and key features. It discusses how Python is both a programming language and a scripting language. The document also covers installing Python, examples of companies that use Python, a sample Python code, and how to execute Python code.
session5-Getting stated with Python.pdfAyushDutta32
Python is a high-level, general-purpose programming language. The document provides information on getting started with Python including:
- Python was created by Guido van Rossum in 1991 and focuses on code readability.
- It is widely used by organizations for tasks like web development, data analysis, AI, and scientific computing due to features like being interactive, modular, dynamic, and having a large standard library.
- Common Python interpreters include CPython, IronPython, Jupyter, and popular IDEs are Spyder, PyCharm, and Visual Studio Code. The document also discusses Python modes like script and interactive mode and provides examples of creating a basic "Hello World" Python program.
Fantasy cricket game using python(intershala project)Rr
This document describes a 6-week summer training project on developing a fantasy cricket game using Python. It includes an introduction to Python, the training contents on Python basics, OOP, databases and GUI development. It outlines the problem of creating the fantasy game, database design, and screenshots of the game interface. The coding and testing of the game are discussed. Finally, it concludes the potential of using Python for teaching programming concepts.
The document provides an overview of the Python programming language, outlining that it is an interpreted, high-level and general-purpose language used across many domains with a large standard library and is open source; it also discusses Python's features such as being object-oriented, portable across platforms, powerful through libraries like NumPy and SciPy, and how it is used widely in industries like Google, YouTube, and more. The course covers Python application programming with details on credits, exam structure, what Python is, how it runs, popular IDEs, and its uses in different engineering branches.
Title: Abzymes mimickers in
catalytic reactions at nanoscales
Speaker: Orchidea Maria Lecian
Authors: Orchidea Maria Lecian, Sergey Suchkov
Talk presented at 4th International Conference on
Advanced Nanomaterials and Nanotechnology
12-13 June 2025, Rome, Italy on 12 June 2025.
This presentation provides a comprehensive overview of gene expression and its regulation in eukaryotic organisms. It covers the key steps involved in gene expression—transcription, RNA processing, translation, and post-translational modifications—along with the molecular mechanisms that regulate these processes. Special focus is given to transcription factors, enhancers, silencers, epigenetic modifications (like DNA methylation and histone acetylation), and the role of non-coding RNAs. Ideal for students, educators, and researchers, this presentation simplifies complex concepts through diagrams and step-by-step explanations to enhance understanding of how eukaryotic cells control gene activity.
Telehealth For Maternal and Child Health: Expanding Access (www.kiu.ac.ug)publication11
Telehealth has emerged as a transformative solution for improving maternal and child health (MCH) by
leveraging digital technologies to overcome barriers to healthcare access. It facilitates prenatal and
postnatal care, pediatric services, and mental health support, ensuring continuous and equitable
healthcare delivery, particularly in underserved and rural communities. This paper examines the benefits,
challenges, and applications of telehealth in MCH, examining technological innovations, legal and ethical
considerations, and policy recommendations for its successful integration. While telehealth has shown
promise in enhancing healthcare accessibility, disparities in internet infrastructure, digital literacy, and
regulatory frameworks remain significant obstacles. Global perspectives on telehealth in MCH reveal
diverse adoption levels influenced by economic, cultural, and technological factors. Future research is
needed to evaluate the long-term impact of telehealth interventions and refine strategies to optimize their
implementation for maternal and child health services worldwide.
Microbiome Engineering: Shaping a Sustainable Future.pptxakshjm123
This seminar presentation explores the dynamic and interdisciplinary field of Microbiome Engineering, highlighting its pivotal role in modern biotechnology. Microbiomes—complex communities of microorganisms and their genetic materials—exist in diverse environments like soil, human gut, and oceans. The presentation defines microbiome engineering as the strategic modification of these microbial communities using synthetic biology, genetic tools, and ecological principles to benefit health, agriculture, and the environment.
The PPT categorizes microbiome engineering into four major types: plant, soil, rhizospheric, and human, each with unique mechanisms and influencing factors. It details the growing integration of microbiome studies into biotechnology applications, such as probiotics for gut health, biofertilizers in agriculture, and biofuels in industry.
A comprehensive section on tools and techniques covers CRISPR-Cas systems, recombinant DNA technology, synthetic biology, and microbiome modulation methods like probiotics, prebiotics, and fecal microbiota transplantation. The seminar further outlines the vast applications of microbiome engineering—ranging from disease diagnostics and immune modulation in human health to enhancing crop yields, stress tolerance, and biocontrol in agriculture. Environmental and industrial applications like bioremediation, waste-to-energy conversion, and climate change mitigation are also discussed.
Two insightful case studies are included: one demonstrating how Bacillus sp. PM31 improves maize growth under salinity stress, and the other showing how synthetic microbiomes derived from wild rice enhance sulfur utilization in cultivated rice. These studies underscore the practical potential of microbiome manipulation.
The presentation concludes by emphasizing microbiome engineering's transformative potential, while also acknowledging challenges such as environmental variability, lab-to-field gaps, and the need for ethical oversight. It advocates for continued research and responsible innovation to unlock the full benefits of this promising field for sustainable development.
Dr. James Farley Identifies the Key Root Causes You Must Address to Heal Natu...DrJamesFarley
Learn about Dr. James Farley’s unique healability approach to autoimmune disorders. Discover how his functional, personalized care model targets root causes for lasting recovery and better health.
This presentation offers a brief idea about the cultivation, processing, storage and marketing of medicinal plants for the health care practices in sustainable health. The role of different factors has been assessed for the same.
HOW TO FACE THREATS FROM THE FORCES OF NATURE EXISTING ON PLANET EARTH.pdfFaga1939
This article aims to present how to deal with localized or global threats to human beings caused by the forces of nature that exist on planet Earth. The threats to human beings caused by the forces of nature that exist on planet Earth include earthquakes and tsunamis that can affect specific areas of the planet, volcanic eruptions that can affect specific areas of the planet or have a global impact, the cooling of the Earth's core and the inversion of the Earth's magnetic poles, both of which have a global impact. Specific measures are proposed to deal with each of the threats, but in addition to these, it is necessary to create a global structure, a World Organization for Defense Against Natural Disasters with global scope linked to the UN (United Nations) that has the capacity to technically coordinate the actions of countries around the world in dealing with these threats. The creation of this body is absolutely necessary because most of the threats from the forces of nature that exist on planet Earth have a global impact. To carry out its functions, this body must have financial resources from a global fund against natural disasters of global scope to be maintained by all countries on the planet and administered by the UN.
the presentation on downstream processing (DSP).pptxaanchalm373
Downstream Processing (DSP)
📌 Introduction
Downstream processing refers to the series of steps required to recover and purify biosynthetic products (like proteins, enzymes, vaccines, antibiotics, etc.) from natural or genetically modified organisms (microbes, plants, or animal cells). It is a critical component of biotechnology and biopharmaceutical production, often accounting for more than 60% of production cost.
It follows the upstream process (fermentation or cell culture) and ensures the final product is pure, stable, and safe for use.
🔬 Stages of Downstream Processing
1. Cell Harvesting (Separation)
Goal: Separate biomass from culture medium
Methods:
Centrifugation – uses centrifugal force
Filtration – uses membranes or filters
Flocculation – clumps cells for easier separation
Product location matters:
Intracellular: Cells must be lysed
Extracellular: Product already in medium
2. Cell Disruption (If Intracellular Product)
Purpose: Release product from within cells
Methods:
Mechanical: High-pressure homogenizers, bead mills
Non-mechanical: Enzymatic lysis, chemical disruption
3. Clarification
Goal: Remove cell debris and particulate matter
Methods:
Depth filtration
Microfiltration
Settling or low-speed centrifugation
4. Product Concentration
Purpose: Increase product concentration to manageable volumes
Techniques:
Ultrafiltration
Precipitation (e.g., ammonium sulfate for proteins)
Solvent extraction
5. Purification
Most critical and expensive step
Removes contaminants such as host proteins, DNA, endotoxins
Techniques:
Chromatography (Affinity, Ion exchange, Size-exclusion)
Electrophoresis
Dialysis
6. Polishing
Final purification and formulation step
Ensures product stability, sterility, and desired activity
Includes:
Sterile filtration
Lyophilization (freeze-drying)
Addition of stabilizers or excipients
7. Formulation and Packaging
Converts the purified product into usable form (tablet, injection, vial, etc.)
Includes quality control and regulatory compliance (GMP standards)
⚙️ Key Considerations
Product Yield vs. Purity
Cost-effectiveness
Scalability
Time efficiency
Regulatory compliance (FDA/EMA guidelines)
🧬 Applications of Downstream Processing
Pharmaceuticals: Therapeutic proteins, insulin, vaccines
Food Industry: Enzymes, amino acids
Industrial Biotech: Biofuels, organic acids
Agricultural biotech: Biopesticides, growth hormones
2. 03/06/2025
History of Python
1
Python was developed by Guido van Rossum in the late eighties and early nineties at
the National Research Institute for Mathematics and Computer Science in the
Netherlands.
Python is derived from many other languages, including ABC, Modula-3, C, C++,
Algol-68, SmallTalk, and Unix shell and other scripting languages.
Smalltalk is considered as the first truly object-oriented programming language.
Python is copyrighted. Like Perl, Python source code is now available under the
free and open source General Public License (GPL).
Python is now maintained by a core development team at the institute, although
Guido van Rossum still holds a vital role in directing its progress.
Python is a high-level, general-purpose, and very popular programming
language.
Python is currently the most widely used multi-purpose, high-level
programming language, which allows programming in Object-Oriented and
Procedural paradigms.
3. Introduction to python
2 03/06/2025
This Python tutorial has been written for the beginners to help them
understand the basic to advanced concepts of Python Programming
Language.
What is Python?
is a very popular general-purpose interpreted, interactive, object-
oriented, and high-level programming language.
Python is dynamically-typed and garbage-collected programming
language.
It was created by Guido van Rossum during 1985- 1990. Like Perl,
Python source code is also available under the free and open source
General Public License (GPL).
It uses English keywords frequently where as other languages use
punctuation, and it has fewer syntactical constructions than other
languages.
4. Python supports multiple programming paradigms, including
Procedural, Object Oriented and Functional programming
language.
Python design philosophy emphasizes code readability with the use of
significant indentation
Python Jobs
python is very high in demand and all the major companies are looking
for great Python Programmers to develop websites, software
components, and applications or to work with Data Science, AI,
and ML technologies. t's impossible to list all of the companies using
Python, to name a few big companies are:
Example:- Google, NASA, Facebook, IBM,Amazon, Uber
2 03/06/2025
Cont…
5. 03/06/2025
key advantages of learning Python:
5
Python is Interpreted − Python is processed at runtime by the
interpreter. You do not need to compile your program before executing
it.This is similar to PERL and PHP.
Python is Interactive −You can actually sit at a Python prompt and
interact with the interpreter directly to write your programs.
Python is Object-Oriented − Python supports Object-Oriented
style or technique of programming that encapsulates code
within objects.
Python is a Beginner's Language − Python is a great language for
the beginner-level programmers and supports the development of a wide
range of applications from simple text processing to WWW
browsers to games.
6. 03/06/2025
Python Online Compiler/Interpreter
6
Python Online Compiler/Interpreter which helps you to Edit and Execute the
code directly from your browser.
Below code box allows you to change the value of the code.Try to change the
value inside print() and run it again to verify the result.
#This is my first Python program.
#This will print 'Hello,World!' as the output
print ("Hello,World!");
Here are just a few of the career options where Python is a key skill:
Game developer,Web designer, Python developer, Full-stack
developer, Machine learning engineer, Data scientist, Data analyst
Data engineer
DevOps engineer
Software engineer
7. 03/06/2025
Following are important characteristics of Python
Programming
7
It supports functional and structured programming methods
as well as OOP.
It can be used as a scripting language or can be compiled to
byte-code for building large applications.
It provides very high-level dynamic data types and supports
dynamic type checking.
Python will automatically clear old values out of memory in a
process known as garbage collection.
It can be easily integrated with C, C++, COM, ActiveX, CORBA,
and Java.
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Why to Learn Python?
It is consistently rated as one of the world's most popular programming
languages.
There are many other good reasons which makes Python as the top
choice of any programmer:
Python is Open Source which means its available free of cost.
Python is simple and so easy to learn
Python is versatile and can be used to create many different things.
Python has powerful development libraries include AI, ML etc.
Python is much in demand and ensures high salary
3
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Applications/ Features of Python
9
Easy-to-learn − Python has few keywords, simple structure, and a
clearly defined syntax.
Easy-to-read − Python code is more clearly defined and visible to the
eyes.
Easy-to-maintain − source code is fairly easy-to-maintain.
A broad standard library − Python's bulk of the library is very
portable and cross-platform compatible on UNIX,Windows, and
Macintosh.
Interactive Mode − support for an interactive mode which allows
interactive testing and debugging of snippets of code.
Portable − run on a wide variety of HW platforms and has the same
interface on all platforms.
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10
Extendable −You can add low-level modules to the Python
interpreter.These modules enable programmers to add to or
customize their tools to be more efficient.
Databases − Python provides interfaces to all major commercial
databases.
GUI Programming − Python supports GUI applications that can be
created and ported to many system calls, libraries and windows
systems, such asWindows MFC, Macintosh, and the XWindow
system of Unix.
Scalable − Python provides a better structure and support for
large programs than shell scripting.
Cont…
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Python - Environment Setup
11
Python is available on a wide variety of platforms including Linux and
Mac OS X.
Python has also been ported to the Java and .NET virtual machines
Installing Python
Python distribution is available for a wide variety of platforms.You
need to download only the binary code applicable for your platform
and install Python.
If the binary code for your platform is not available, you need a C
compiler to compile the source code manually. Compiling the source
code offers more flexibility in terms of choice of features that you require
in your installation.
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Windows Installation
12
Here are the steps to install Python onWindows machine.
Open aWeb browser and go to https://www.python.org/downloads/.
Follow the link for theWindows installer python-XYZ.msi file where XYZ
is the version you need to install.
To use this installer python-XYZ.msi, theWindows system must support
Microsoft Installer 2.0. Save the installer file to your local machine and then
run it to find out if your machine supports MSI.
Run the downloaded file.This brings up the Python install wizard, which is
really easy to use. Just accept the default settings, wait until the install is
finished, and you are done.
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Setting path atWindows
13
To add the Python directory to the path for a particular
session inWindows −
At the command prompt − type path %path%;C:Python
and press Enter.
Note − C:Python is the path of the Python directory
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Integrated Development Environment
15
You can run Python from a Graphical User Interface (GUI) environment as well, if
you have a GUI application on your system that supports Python.
Unix − Integrated Development and Learning Environment (IDLE) is the very
first Unix IDE for Python.
Windows − PythonWin is the firstWindows interface for Python and is an IDE with
a GUI.
Macintosh −The Macintosh version of Python along with the IDLE IDE is available
from the main website, downloadable as either MacBinary or BinHex'd files.
We have provided Python Online Compiler/Interpreter which helps you to Edit
and Execute the code directly from your browser.Try to click the icon run button
to run the following Python code to print conventional "Hello,World!".
#This is my first Python program.
#This will print 'Hello,World!' as the output
print ("Hello,World!")
The print() function prints a message on the screen.
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16
Python has a free integrated development environment known as
IDLE. IDLE stands for Integrated Development and Learning
Environment.To write Python codes, the interactive interpreter
or the text editor of the IDLE can be used.
The interactive interpreter is used to write one line of Python code
at a time and is less convenient to write and execute a large
number of codes. Using the text editor, however, any
number of codes can be written and get executed with a single
command.
Cont..
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17
Programs normally accept input and process the input to produce an
output.The print() function is used to produce output on the IDLE
shell.As shown in multiple examples in the preceding sections, the
print() function has the following syntax:
print([value])
A function is a piece of code that performs some task and is called by
its name. It can be passed data as input to operate on, and can optionally
return data as output. print(), input() and type() are examples of
functions.
Cont..
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Python - Basic Syntax
19
The Python syntax defines a set of rules that are used to create Python
statements while writing a Python Program.
The Python Programming Language Syntax has many similarities to Perl,
C, and Java Programming Languages. However, there are some definite
differences between the languages.
Python - Interactive Mode Programming
We can invoke a Python interpreter from command line by typing
python at the command prompt as following −
In Python, >>> is the prompt that indicates the interactive interpreter
is ready to accept commands.
Let's type the following text at the Python prompt and press
the Enter −
>>> print ("Hello,World!")
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Cont..
20
If you are running older version of Python, like Python 2.4.x, then you
would need to use print statement without parenthesis as in print
"Hello,World!". However in Python version 3.x, this produces the following
result − Hello,World!
Python - Script Mode Programming
We can invoke the Python interpreter with a script parameter
which begins the execution of the script and continues until the
script is finished.When the script is finished, the interpreter is no
longer active.
Let us write a simple Python program in a script which is simple text
file. Python files have extension .py. Type the following source code in a
test.py file −
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Python Identifiers
21
A Python identifier is a name used to identify a Variable, Function,
Class, Module or other Object.
In Python, modules are simply files that contain Python code.A
module can define functions, classes, and variables, and it can also include
runnable code.
An identifier starts with a letter A to Z or a to z or an underscore (_)
followed by zero or more letters, underscores and digits (0 to 9).
Python does not allow punctuation characters such as @, $, and %
within identifiers.
Python is a case sensitive programming language.Thus,
Manpower and manpower are two different identifiers in Python.
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Here are naming conventions for Python identifiers −
22
Python Class names start with an uppercase letter.
All other identifiers start with a lowercase letter.
Starting an identifier with a single leading underscore indicates that
the identifier is private identifier.
In Python, a single leading underscore (_) before an identifier
(such as a variable or method name) is a convention that indicates that
the identifier is intended for internal use.
Starting an identifier with two leading underscores indicates a
strongly private identifier.
In Python, a strongly private identifier is indicated by using a
double leading underscore (__).
If the identifier also ends with two trailing underscores, the
identifier is a language-defined special name.
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Cont…
23
#Valid Identifiers
my_variable = 10
MyVariable = 20
_variable = 30
variable1 = 40
# Using the identifiers in the program
print(my_variable) # Output: 10
print(MyVariable) # Output: 20
print(_variable) # Output: 30
print(variable1) # Output: 40
# Invalid Identifiers
1st_variable = 50 # Invalid: cannot start with a digit
my-variable = 60 # Invalid: hyphen is not allowed
class = 70 # Invalid: 'class' is a reserved keyword
total sum = 80 # Invalid: space is not allowed
# Uncommenting the invalid identifiers will raise a SyntaxError
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Python ReservedWords
24
The following list shows the Python keywords.These are
reserved words and you cannot use them as constant or
variable or any other identifier names.All the Python keywords
contain lowercase letters only.
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Python Lines and Indentation
25
Python programming provides no braces to indicate blocks of code
for class and function definitions or flow control. Blocks of code
are denoted by line indentation, which is rigidly enforced.
The number of spaces in the indentation is variable, but all
statements within the block must be indented the same amount.
For example −
However, the following block generates an error −
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Cont..
26
Thus, in Python all the continuous lines indented with same
number of spaces would form a block.The following example has
various statement blocks −
Do not try to understand the logic at this point of time. Just
make sure you understood various blocks even if they are without
braces.
Python Multi-Line Statements
Statements in Python typically end with a new line. Python does,
however, allow the use of the line continuation character () to
denote that the line should continue. For example −
In Python, the line continuation character is the backslash . It is used
to continue a logical line of code across multiple physical lines.
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Cont..
27
Statements contained within the [], {}, or () brackets do not need
to use the line continuation character. For example following
statement works well in Python −
days = ['Monday', 'Tuesday', 'Wednesday',
'Thursday', 'Friday’]
Quotations in Python
Python accepts single ('), double (") and triple (''' or """) quotes
to denote string literals, as long as the same type of quote starts
and ends the string. The triple quotes are used to span the string across
multiple lines. For example, all the following are legal −
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Comments in Python
28
A comment is a programmer-readable explanation or
annotation in the Python source code.
They are added with the purpose of making the source code easier
for humans to understand, and are ignored by Python interpreter
Just like most modern languages, Python supports single-line (or end-
of-line) and multi-line (block) comments.
Python comments are very much similar to the comments available in
PHP, BASH and Perl Programming languages.
A hash sign (#) that is not inside a string literal begins a comment.
All characters after the # and up to the end of the physical line are
part of the comment and the Python interpreter ignores them.
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Cont..
29
comments enhance the readability of the code and help the
programmers to understand the code very carefully.
There are three types of comments available in Python
Single line Comments
Multiline Comments
Docstring Comments
A hash sign (#) that is not inside a string literal begins a comment.
All characters after the # and up to the end of the physical line are part of
the comment and the Python interpreter ignores them.
Following is an example of a single line comment in Python:
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Cont.
30
Python does not provide a direct way to comment multiple line.
You can comment multiple lines as follows −
Following triple-quoted string is also ignored by Python
interpreter and can be used as a multiline comments:
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31
Docstring comments are used to provide documentation for
functions, classes, modules and Method.They are enclosed in
triple quotes (''' ''') and are accessible through the `__doc__`
attribute of the object. Docstrings are used to describe the purpose,
usage, and parameters of the object..
Docstring Comments
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32
You can type a comment on the same line after a statement or expression −
name = "Madisetti" # This is again
comment
You can comment multiple lines as follows −
Following triple-quoted string is also ignored by Python interpreter and can
be used as a multiline comments:
Using Blank Lines in Python Programs
A line containing only whitespace, possibly with a comment, is known as a blank line
and Python totally ignores it.
In an interactive interpreter session, you must enter an empty physical line to
terminate a multiline statement.
Cont…
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33
The following line of the program displays the prompt, the statement
saying “Press the enter key to exit”, and waits for the user to take action −
#!/usr/bin/python
raw_input("nnPress the enter key to
exit.")
Here, "nn" is used to create two new lines before displaying the actual
line. Once the user presses the key, the program ends
Multiple Statements on a Single Line
The semicolon ( ; ) allows multiple statements on the single line
given that neither statement starts a new code block. Here is a sample
snip using the semicolon −
Waiting for the User
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34
A group of individual statements, which make a single code block
are called suites in Python. Compound or complex statements,
such as if, while, def, and class require a header line and a suite.
Header lines begin the statement (with the keyword) and terminate
with a colon ( : ) and are followed by one or more lines which make up
the suite. For example −
Multiple Statement Groups as Suites
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Cont
35
In Python, multiple statement groups are referred to as "suites" or
"blocks of code".A suite is a collection of one or more statements that are
executed as a unit.
There are several constructs in Python that require a suite, such as:
Compound Statements:
if-else statements
for loops
while loops
try-except blocks
class and def definitions
Functions and Methods:
The body of a function or method is a suite.
Modules and Classes:
The top-level statements in a Python module or class are also
considered a suite.
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Python - Variables
36
Python variables are the reserved memory locations used to store values with in a
Python Program.
This means that when you create a variable you reserve some space in the memory.
Based on the data type of a variable, Python interpreter allocates memory and decides
what can be stored in the reserved memory
Therefore, by assigning different data types to Python variables, you can store integers,
decimals or characters in these variables.
Creating PythonVariables
Python variables do not need explicit declaration to reserve memory
space or you can say to create a variable.A Python variable is created
automatically when you assign a value to it.The equal sign (=) is used to
assign values to variables.
The operand to the left of the = operator is the name of the variable and
the operand to the right of the = operator is the value stored in the
variable. For example −
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Printing Python Variables
37
Once we create a Python variable and assign a value to it, we can print
it using print() function. Following is the extension of previous
example and shows how to print different variables in Python:
Here, 100, 1000.0 and "Zara Ali" are the values assigned to counter,
miles, and name variables, respectively.When running the above
Python program, this produces the following result −
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38
You can delete the reference to a number object by using the del
statement.The syntax of the del statement is −
del var1[,var2[,var3[....,varN]]]]
You can delete a single object or multiple objects by using the del
statement. For example
del var
del var_a, var_b
The Following examples shows how we can delete a variable and if we
try to use a deleted variable then Python interpreter will throw an
error:
Delete aVariable
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Multiple Assignment
39
Python allows you to assign a single value to several variables
simultaneously which means you can create multiple variables at a
time. For example −
Here, an integer object is created with the value 1, and all three
variables are assigned to the same memory location.You can also
assign multiple objects to multiple variables. For example −
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Python Variable Names
40
Every Python variable should have a unique name like a, b, c.
A variable name can be meaningful like color, age, name etc.
There are certain rules which should be taken care while naming a
Python variable:
A variable name must start with a letter or the underscore character
A variable name cannot start with a number or any special character
like $, (, * % etc.
A variable name can only contain alpha-numeric characters and
underscores (A-z, 0-9, and _ )
Python variable names are case-sensitive which means Name and
NAME are two different variables in Python.
Python reserved keywords cannot be used naming the variable.
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Cont.
41
Example the following are valid Python variable names:
Example the following are invalid Python variable names:
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Python Local Variable
42
Python LocalVariables are defined inside a function.We can not
access variable outside the function.
A Python functions is a piece of reusable code and you will learn
more about function in Python - Functions tutorial.
Python GlobalVariable
Any variable created outside a function can be accessed within any
function and so they have global scope. Following is an example of global
variables:
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Python - Data Types
43
Python DataTypes are used to define the type of a variable. It defines what
type of data we are going to store in a variable.
The data stored in memory can be of many types. For example, a
person's age is stored as a numeric value and his or her address is
stored as alphanumeric characters.
Python has various built-in data types which we will discuss with in this
tutorial:
Numeric - int, float, complex
String - str
Sequence - list, tuple, range
Binary - bytes, bytearray, memoryview
Mapping - dict
Boolean - bool
Set - set, frozenset
None - NoneType
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Python Numeric Data Type
44
Python numeric data types store numeric values. Number
objects are created when you assign a value to them. For example −
Python supports four different numerical types −
int (signed integers)
long (long integers, they can also be represented in octal and
hexadecimal)
float (floating point real values)
complex (complex numbers)
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Examples Here are some examples of numbers −
45
Python allows you to use a lowercase l with long, but it is
recommended that you use only an uppercase L to avoid confusion
with the number 1. Python displays long integers with an uppercase L.
A complex number consists of an ordered pair of real floating-point
numbers denoted by x + yj, where x and y are the real numbers and j
is the imaginary unit.
46. 03/06/2025
Following is an example to show the usage of Integer, Float and
Complex numbers:
46
Python String DataType
Python Strings are identified as a contiguous set of characters
represented in the quotation marks. Python allows for either pairs of
single or double quotes. Subsets of strings can be taken using the slice
operator ([ ] and [:] ) with indexes starting at 0 in the beginning of the
string and working their way from -1 at the end.
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Cont.
47
The plus (+) sign is the string concatenation operator and the asterisk
(*) is the repetition operator in Python. For example −
Python List DataType
Python Lists are the most versatile compound data types.A Python list
contains items separated by commas and enclosed within square brackets
([]).
To some extent, Python lists are similar to arrays in C. One difference between
them is that all the items belonging to a Python list can be of different data type
where as C array can store elements related to a particular data type.
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Cont.
48
The values stored in a Python list can be accessed using the slice operator
([ ] and [:]) with indexes starting at 0 in the beginning of the list and working
their way to end -1.The plus (+) sign is the list concatenation operator,
and the asterisk (*) is the repetition operator. For example −
PythonTuple DataType
Python tuple is another sequence data type that is similar to a list.A Python
tuple consists of a number of values separated by commas. Unlike lists, however,
tuples are enclosed within parentheses.
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Cont.
49
The main differences between lists and tuples are: Lists are enclosed
in brackets ( [ ] ) and their elements and size can be changed, while
tuples are enclosed in parentheses ( ( ) ) and cannot be updated.
Tuples can be thought of as read-only lists. For example −
The main differences between lists and tuples are: Lists are enclosed
in brackets ( [ ] ) and their elements and size can be changed,
while tuples are enclosed in parentheses ( ( ) ) and cannot be
updated.Tuples can be thought of as read-only lists. For example −
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Cont..
50
The following code is invalid with tuple, because we attempted to update a
tuple, which is not allowed. Similar case is possible with lists −
Python Ranges:
Python range() is an in-built function in Python which returns a sequence of numbers
starting from 0 and increments to 1 until it reaches a specified number.
We use range() function with for and while loop to generate a sequence of numbers. Following
is the syntax of the function:
Here is the description of the parameters used:
start: Integer number to specify starting position, (Its optional, Default: 0)
stop: Integer number to specify starting position (It's mandatory)
step: Integer number to specify increment, (Its optional, Default: 1)
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Cont.
51
The Following Examples is a program which uses for loop to print
number
from 0 to 4 −
Now let's modify above program to print the number starting from 1
instead of 0:
Python Dictionary
Python dictionaries are kind of hash table type. They work like associative
arrays or and consist of key-value pairs. A dictionary key can be almost any
Python type hashes found in Perl , but are usually numbers or strings.
Values, on the other hand, can be any arbitrary Python object.
Dictionaries are enclosed by curly braces ({ }) and values can be assigned and
accessed using square braces ([]). For example −
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Cont.
52
Python dictionaries have no concept of order among elements. It is
incorrect to say that the elements are "out of order"; they are simply
unordered.
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Python Boolean Data Types
53
Python Boolean type is one of built-in data types which represents one of the two values either
True or False. Python bool() function allows you to evaluate the value of any expression and
returns either True or False based on the expression.
Following is another program which evaluates the expressions and prints the return values:
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Python Data Type Conversion
54
Sometimes, you may need to perform conversions between the
built-in data types.To convert data between different Python
data types, you simply use the type name as a function.
Conversion to int
Following is an example to convert number, float and string into
integer data type:
Conversion to float: Following is an example to convert number,
float and string into float data type:
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Conversion to string
55
example to convert number, float and string into string data type:
DataType Conversion Functions: there are several built-in functions to perform
conversion from one data type to another.These functions return a new object representing
the converted value.
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Python - Operators
57
Python operators are the constructs which can manipulate the value of
operands.These are symbols used for the purpose of logical, arithmetic
and various other operations.
Consider the expression 4 + 5 = 9. Here, 4 and 5 are called operands and + is
called operator. In this tutorial, we will study different types of Python
operators.
Types of Python Operators
Python language supports the following types of operators.
• Arithmetic Operators
• Comparison (Relational) Operators
• Assignment Operators
• Logical Operators
• Bitwise Operators
• Membership Operators
• Identity Operators
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Python Arithmetic Operators
58
are used to perform mathematical operations on numerical values.
These operations are Addition, Subtraction, Multiplication,
Division, Modulus, Exponents and Floor Division.
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Python Comparison Operators
59
compare the values on either sides of them and decide the relation
among them.They are also called relational operators.These operators
are equal, not equal, greater than, less than, greater than or equal to
and less than or equal to.
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Python Assignment Operators
60
are used to assign values to variables.These operators include simple
assignment operator, addition assign, subtraction assign,
multiplication assign, division and assign operators etc.
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Python Bitwise Operators
62
It works on bits and performs bit by bit operation.Assume if a =
60; and b = 13; Now in the binary format their values will be 0011
1100 and 0000 1101 respectively. Following table lists out the bitwise
operators supported by Python language with an example each in
those, we use the above two variables (a and b) as operands −
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Python Logical Operators
64
There are following logical operators supported by Python
language.Assume variable a holds 10 and variable b holds 20 then
Python Membership Operators: Python’s membership operators
test for membership in a sequence, such as strings, lists, or tuples.
There are two membership operators as explained below −
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Python Identity Operators
65
Identity operators compare the memory locations of two
objects.There are two Identity operators explained below −
Python Operators Precedence: the following table lists all
operators from highest precedence to lowest.