What Is Kubernetes | Kubernetes Introduction | Kubernetes Tutorial For Beginners | Edureka
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The document discusses Kubernetes certification training, outlining its significance as an open-source container management tool that automates container deployment, scaling, and load balancing. It highlights Kubernetes' features such as self-healing, horizontal scaling, and its use in scaling applications like Pokémon Go. Additionally, it compares Kubernetes with Docker and Docker Swarm, emphasizing its robustness in managing large-scale containerized applications.
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Tableau Tutorial for Data Science | Edureka
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Python Programming Tutorial | Edureka
Python Programming Tutorial | EdurekaEdureka! The document provides an overview of Python programming, highlighting its ease of learning, versatility, and support from a large community of developers. It discusses various applications in web development, data science, machine learning, and artificial intelligence, along with common beginner mistakes and suggested remedies for effective learning. Additionally, it offers information on Python versions, important programming concepts, and project ideas.
Top 5 PMP Certifications | Edureka
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Top Maven Interview Questions in 2020 | Edureka
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Linux Mint Tutorial | Edureka
Linux Mint Tutorial | EdurekaEdureka! Linux Mint is a community-driven Linux distribution based on Ubuntu, designed to be modern, elegant, and user-friendly. It offers three different flavors featuring various desktop environments. The operating system is free, open-source, and comes with a suite of pre-installed applications.
How to Deploy Java Web App in AWS| Edureka
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Importance of Digital Marketing | Edureka
Importance of Digital Marketing | EdurekaEdureka! The document discusses the significant growth of digital marketing, predicting it will reach $118 billion by 2021, with a focus on the rise of AI and voice search impacting marketing strategies. It highlights the diverse career opportunities in the field, emphasizing an increase in job demand and the importance of staying updated with trends to maintain competitiveness. Additionally, it advocates for learning digital marketing as a means to upskill and adapt in a continuously evolving industry.
RPA in 2020 | Edureka
RPA in 2020 | EdurekaEdureka! The document discusses the history and statistics of Robotic Process Automation (RPA), highlighting its efficiency improvements, error reduction, and growth in adoption among European companies. It features key players in the RPA field, such as UiPath and Blue Prism, and outlines the skills and salary ranges for RPA developers in India and the United States. The document also emphasizes the integration of RPA with AI technologies and the increasing demand for automation tools.
Email Notifications in Jenkins | Edureka
Email Notifications in Jenkins | EdurekaEdureka! The document discusses Jenkins, emphasizing the importance of email notifications for build successes and failures. It outlines a step-by-step guide on how to integrate email services within Jenkins to notify developers. Additionally, it highlights the challenges faced when code works in development but fails in production.
EA Algorithm in Machine Learning | Edureka
EA Algorithm in Machine Learning | EdurekaEdureka! The document discusses the Expectation-Maximization (EM) algorithm in machine learning, particularly in relation to latent variables and the Gaussian Mixture Model (GMM). It outlines how the algorithm works, highlighting its advantages such as guaranteed likelihood increase and ease of M-step solutions, as well as disadvantages like slow convergence and susceptibility to local optima. Additionally, it covers the role of probability density estimation in analyzing observed data.
Cognitive AI Tutorial | Edureka
Cognitive AI Tutorial | EdurekaEdureka! Cognitive computing aims to mimic human reasoning and behavior to solve complex problems. It works by simulating human thought processes through adaptive, interactive, iterative and contextual means. Cognitive computing supplements human decision making in sectors like customer service and healthcare, while artificial intelligence focuses more on autonomous decision making with applications in finance, security and more. A use case of cognitive AI is using it to assess skills, find relevant jobs, negotiate pay, suggest career paths and provide salary comparisons and job openings to help humans.
AWS Cloud Practitioner Tutorial | Edureka
AWS Cloud Practitioner Tutorial | EdurekaEdureka! The document discusses the benefits and features of Amazon Web Services (AWS), highlighting its extensive global infrastructure, with 64 availability zones across 21 regions and a rapid increase in services. It offers information on the AWS Cloud Practitioner certification, including exam details, course objectives, and its value in the job market. The text further emphasizes AWS's industry dominance and projected market growth.
Blue Prism Top Interview Questions | Edureka
Blue Prism Top Interview Questions | EdurekaEdureka! The document presents a comprehensive set of interview questions and answers related to Blue Prism, an RPA tool, covering various aspects such as differences between RPA and automation, stages of the RPA lifecycle, and features of RPA. It also discusses Blue Prism's architecture, components, and security measures, emphasizing the tool's user-friendly features that do not require coding skills. Additionally, it outlines practical steps for executing processes and managing work queues within the Blue Prism environment.
Big Data on AWS Tutorial | Edureka
Big Data on AWS Tutorial | Edureka Edureka! The document discusses big data, defining it as large volumes of data from various sources and formats. It outlines how Amazon Web Services (AWS) provides solutions to big data challenges through services for data ingestion, storage, preprocessing, and visualization. Key AWS services mentioned include Kinesis, Snowball, EMR, Redshift, S3, Glue, and QuickSight.
A star algorithm | A* Algorithm in Artificial Intelligence | Edureka
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Kubernetes Installation on Ubuntu | Edureka
Kubernetes Installation on Ubuntu | EdurekaEdureka! The document provides detailed steps for installing Kubernetes, including turning off swap space, updating repositories, setting hostnames, and installing necessary components like Docker and kubeadm on both master and slave nodes. It also outlines the process for initiating the Kubernetes cluster, installing the pod network, and setting up the Kubernetes dashboard at the master node, while detailing the steps for slave nodes to join the cluster. Additionally, it highlights the availability of Kubernetes certification training through Edureka.
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Introduction to DevOps | EdurekaEdureka! The document is a comprehensive tutorial on DevOps, covering its definition, phases, and tools, as well as comparing DevOps with the traditional waterfall and agile methodologies. It discusses the limitations of these models and emphasizes the importance of specific DevOps practices such as continuous integration, continuous delivery, and continuous monitoring. Additionally, practical use cases illustrate the application of DevOps in software development through version control and containerization techniques.
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What Is Kubernetes | Kubernetes Introduction | Kubernetes Tutorial For Beginners | Edureka
- 1. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Agenda ?
- 2. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Topics For Today’s DevOps Training Need for Kubernetes1 What exactly it is & what its not?2 How does Kubernetes work?3 Use-Case: Kubernetes @ Pokemon Go4 Hands-on: Deployment with Kubernetes5
- 3. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Containers Are Good… Both Linux Containers & Docker Containers isolate the application from the host. FASTER , RELIABLE , EFFICIENT , LIGHT -WEIGHT & SCALABLE .
- 4. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Damn! Container Problems… Both Linux Containers & Docker Containers isolate the application from the host. FASTER , RELIABLE , EFFICIENT , LIGHT -WEIGHT & SCALABLE . But…..Not easily Scalable…
- 5. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Damn! Container Problems… Both Linux Containers & Docker Containers isolate the application from the host. FASTER , RELIABLE , EFFICIENT , LIGHT -WEIGHT & SCALABLE . But…..Not easily Scalable…
- 6. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Damn! Container Problems… Both Linux Containers & Docker Containers isolate the application from the host. FASTER , RELIABLE , EFFICIENT , LIGHT -WEIGHT & SCALABLE . But…..Not easily Scalable…
- 7. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Damn! Container Problems… Both Linux Containers & Docker Containers isolate the application from the host. FASTER , RELIABLE , EFFICIENT , LIGHT -WEIGHT & SCALABLE . But…..Not easily Scalable…
- 8. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Problems With Scaling Up The Containers It was not Scalable because… Containers could not communicate with each other Containers had to be deployed appropriately Containers had to be managed carefully Auto scaling was not possible Distributing traffic was still challenging 1 2 3 4 5
- 9. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification How Does Software Development Take Place? So, What Is Needed?
- 10. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification A Container Management Tool !!! Kubernetes is an open-source Container Management tool which automates container deployment, container (de)scaling & container load balancing. Benefit: Works brilliantly with all cloud vendors: Public, Hybrid & On-Premises. • Written on Golang, it has a huge community because it was first developed by Google & later donated to CNCF • Can group ‘n’ no of containers into one logical unit for managing & deploying them easily More About Kubernetes Reference: https://kubernetes.io/
- 11. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Features Of Kubernetes Automatic Binpacking Self Healing Horizontal Scaling Service Discovery & Load Balancing Automatic Rollbacks & Rollouts Secret & Configuration Management Storage Orchestration Batch Execution 3 2 1 64 5 87
- 12. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification How Does Software Development Take Place? Uncovering Few Myths About
- 13. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Kubernetes ‘IS NOT’ To be compared vs. Docker For containerizing apps For applications with simple architecture
- 14. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Kubernetes ‘ACTUALLY IS’ Best soln. for scaling up Containers A Container Orchestration platform Backed by huge Community Robust & Reliable
- 15. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification How Does Software Development Take Place? Kubernetes vs. Docker ?? Kubernetes vs. Docker Swarm ??
- 16. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Kubernetes vs. Docker Swarm FEATURES Kubernetes Docker Swarm Installation & Cluster configuration Complicated & time consuming Easy & fast GUI GUI available GUI not available Scalability Scaling up is slow compared to Swarm; but guarantees stronger cluster state Scaling up is faster than K8S; but cluster strength not as robust Load Balancing Load balancing requires manual service configuration Provides built in load balancing technique Updates & Rollbacks Process scheduling to maintain services while updating Progressive updates and service health monitoring throughout the update Data Volumes Only shared with containers in same Pod Can be shared with any other container Logging & Monitoring Inbuilt logging & monitoring tools Only 3rd party logging & monitoring tools
- 17. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Kubernetes vs. Docker Swarm Mindshare Reference: https://platform9.com/blog/kubernetes-docker-swarm-compared/
- 18. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification How Does Software Development Take Place? Pokemon Go Using Kubernetes
- 19. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Kubernetes @ Pokemon GO Pokemon Go is an augmented reality game developed by Niantic for Android & iOS devices. • 500+ million downloads, 20+ million daily active users • Initially launched only in NA, Australia & New Zealand • Inspired users to walk over 5.4 billion miles in a year • Surpassed engineering expectations by 50 times KEY STATS:- “We believe that people are healthier when they go outside and have a reason to be connected to others.” - Edward Wu, Director of Software Engineering, Niantic Labs
- 20. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Backend Architecture Of Pokemon Go Container Cloud Dataflow
- 21. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification MapReduce & Cloud DataFlow For Scaling-Up Cloud Dataflow x5
- 22. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Easy Scaling Of Containers Using Kubernetes Cloud Dataflow x5
- 23. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Easy Scaling Of Containers Using Kubernetes x50 • Biggest challenge for most applications is horizontal scaling • But for Pokemon Go, vertical scaling was also a major challenge, because of real-time activity in gaming environment from millions of users world-wide • Niantic were prepared for traffic disasters of upto x5 times CHALLENGE
- 24. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Easy Scaling Of Containers Using Kubernetes x50 • Biggest challenge for most applications is horizontal scaling • But for Pokemon Go, vertical scaling was also a major challenge, because of real-time activity in gaming environment from millions of users world-wide • Niantic were prepared for traffic disasters of upto x5 times CHALLENGE • Thanks to Kubernetes, Niantic were able to handle x50 times traffic SOLUTION
- 25. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification How Does Software Development Take Place? Architecture Of KUBERNETES
- 26. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Kubernetes Architecture UI CLI API Kubernetes Master Node 1 Node 2 Node 3 Node 4 Image Registry
- 27. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification Working Of Kubernetes Kubernetes Master →Master controls the cluster; and the nodes in it →Nodes host the containers inside them; Containers are inside separate PODS →PODS are logical collection of containers which need to interact with each other for an Application → Replication Controller is Master’s resource to ensure that requested no. of pods are running on nodes always → Service is an object on Master that provides load balancing across a replicated group of PODS
- 28. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification UI CLI API Kubernetes Master Image Registry
- 29. KUBERNETES CERTIFICATION TRAINING www.edureka.co/kubernetes-certification How Does Software Development Take Place? Hands-On KUBERNETES