Introduction to Big data tdd and pig unit
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The document discusses test-driven development (TDD) and how to apply it to Pig programs using the PigUnit testing framework. TDD involves writing tests before code to ensure new code passes all tests. PigUnit allows running Pig scripts from JUnit tests, overriding variables, inspecting relation values, and preventing side effects from STORE statements. The document provides an example of using TDD with PigUnit to test a Pig program.
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Working on data science projects that are run as if they were software development can sometimes feel like trying to fit a square peg in a round hole. In this talk, I will explain why that happens and what people do to try and fix it. Lately, in the context of machine learning, the concept of experiment management, which treats ml experiments as first-class citizens, has been gaining a lot of traction. I will discuss what it is, what are the benefits of using it, and how you can apply it in your work to make run your projects more efficiently.
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Building big scale data product doesn't rely only on sophisticated modeling. It also requires an agile methodology, iterative research & development process, versatile big data stack, and a value-oriented mindset. I'll discuss how we -at Dsquares- build big-scale AI product that leverages clients' data from different industries to deliver business-critical value to the end customer. I'll cover the process of product discovery, R&D tasks for unsolved problems, and mapping business requirements into big data technical requirements.
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A workshop to demonstrate how we can apply agile and continuous delivery principles to continuously deliver value in machine learning and data science projects.
Code: https://github.com/davified/ci-workshop-app
DevOps Dilemma - Make Dev work with Ops!
Every business runs on software and demanding more, faster and better from their IT teams. Current IT operating models are struggling to support the high velocity needs to the business. In this session we run through the steps that brings real meaning to the DevOps journey to make achieve faster and better turnaround for your projects, features and operations.
Scaling Test first for the Enterprise
In this webinar, we'll take a deep dive into:
An overview of current development lifecycles
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Professional Drupal Development The Economis
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What to learn during the 21 days Lockdown | Edureka
Register Here: https://resources.edureka.co/21-days-learning-plan-webinar/
In light of the complete national lockdown for 21 days, we invite you to join a FREE webinar by renowned Mentor and Advisor, Nitin Gupta as he helps you create a 21-day learning gameplan to maximize returns for your career.
The webinar will help freshers and experienced professionals to capitalize on these 21 days and figure out the best technologies to learn while confined to home.
You will also get all your questions and doubts resolved in real-time.
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Top 10 Dying Programming Languages in 2020 | Edureka
YouTube Link: https://youtu.be/LSM7hD6GM4M
Get Edureka Certified in Trending Programming Languages: https://www.edureka.co
In this highly competitive IT industry, everyone wants to learn programming languages that will keep them ahead of the game. But knowing what to learn so you gain the most out of your knowledge is a whole other ball game. So, we at Edureka have prepared a list of Top 10 Dying Programming Languages 2020 that will help you to make the right choice for your career. Meanwhile, if you ever wondered about which languages are slated for continuing uptake and possible greatness, we have a list for that, too.
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Top 5 Trending Business Intelligence Tools | Edureka
YouTube Link: https://youtu.be/eEwq_mPd1iI
Edureka BI Certification Training Courses: https://www.edureka.co/bi-and-visualization-certification-courses
Receiving insights and finding trends is absolutely critical for businesses to scale and adapt as the years go on. This is exactly what business intelligence does and the best thing about these software solutions is that their potential uses are practically unlimited.
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Tableau Tutorial for Data Science | Edureka
YouTube Link:https://youtu.be/ZHNdSKMluI0
Edureka Tableau Certification Training: https://www.edureka.co/tableau-certification-training
This Edureka's PPT on "Tableau for Data Science" will help you to utilize Tableau as a tool for Data Science, not only for engagement but also comprehension efficiency. Through this PPT, you will learn to gain the maximum amount of insight with the least amount of effort.
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Python Programming Tutorial | Edureka
YouTube Link:https://youtu.be/CVv8zhYEjUE
Edureka Python Certification Training: https://www.edureka.co/data-science-python-certification-course
This Edureka PPT on 'Python Programming' will help you learn Python programming basics with the help of interesting hands-on implementations.
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Top 5 PMP Certifications | Edureka
YouTube Link:https://youtu.be/LvgqSMlIXFs
Get Edureka Certified in Trending Project Management Certifications: https://www.edureka.co/project-management-and-methodologies-certification-courses
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Top Maven Interview Questions in 2020 | Edureka
YouTube Link: https://youtu.be/5iTcAR4fScM
**DevOps Certification Courses - https://www.edureka.co/devops-certification-training***
This video on 'Maven Interview Questions' discusses the most frequently asked Maven Interview Questions. This PPT will help give you a detailed explanation of the topics which will help you in acing the interviews.
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Linux Mint Tutorial | Edureka
YouTube Link: https://youtu.be/xHUiYEIcY_I
** Linux Administration Certification Training - https://www.edureka.co/linux-admin **
Linux Mint is the first operating system that people from Windows or Mac are drawn towards when they have to switch to Linux in their work environment. Linux Mint has been around since the year 2006 and has grown and matured into a very user-friendly OS. Do watch the PPT till the very end to see all the demonstrations.
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How to Deploy Java Web App in AWS| Edureka
YouTube Link:https://youtu.be/Ozc5Yu_IcaI
** Edureka AWS Architect Certification Training - https://www.edureka.co/aws-certification-training**
This Edureka PPT shows how to deploy a java web application in AWS using AWS Elastic Beanstalk. It also describes the advantages of using AWS for this purpose.
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Importance of Digital Marketing | Edureka
YouTube Link:https://youtu.be/phPCkkWT76k
*** Edureka Digital Marketing Course: https://www.edureka.co/post-graduate/digital-marketing-certification***
This Edureka PPT on "Top 10 Reasons to Learn Digital Marketing" will help you understand why you should take up Digital Marketing
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RPA in 2020 | Edureka
YouTube Link: https://youtu.be/R132INtDg9k
** RPA Training: https://www.edureka.co/robotic-process-automation-training**
This PPT on RPA in 2020 will provide a glimpse of the accomplishments and benefits provided by RPA. Also, it will list out the new changes and technologies that will collaborate with RPA in 2020.
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Email Notifications in Jenkins | Edureka
YouTube Link: https://youtu.be/mb8WOHejlT8
**DevOps Certification Courses - https://www.edureka.co/devops-certification-training **
This PPT shows how to configure Jenkins to receive email notifications. It also includes a demo that shows how to do it in 6 simple steps in the Windows machine.
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EA Algorithm in Machine Learning | Edureka
YouTube Link: https://youtu.be/DIADjJXrgps
** Machine Learning Certification Training: https://www.edureka.co/machine-learning-certification-training **
This Edureka PPT on 'EM Algorithm In Machine Learning' covers the EM algorithm along with the problem of latent variables in maximum likelihood and Gaussian mixture model.
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Cognitive AI Tutorial | Edureka
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
YouTube Link: https://youtu.be/0djPrlaxx_U
Edureka AWS Architect Certification Training - https://www.edureka.co/aws-certification-training
This Edureka PPT on AWS Cloud Practitioner will provide a complete guide to your AWS Cloud Practitioner Certification exam. It will explain the exam details, objectives, why you should get certified and also how AWS certification will help your career.
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Blue Prism Top Interview Questions | Edureka
YouTube Link: https://youtu.be/ykbRdUNIbyQ
** RPA Training: https://www.edureka.co/robotic-process-automation-certification-courses**
This PPT on Blue Prism Interview Questions will cover the Top 50 Blue Prism related questions asked in your interviews.
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Big Data on AWS Tutorial | Edureka
YouTube Link: https://youtu.be/ge4qhkl9uKg
AWS Architect Certification Training: https://www.edureka.co/aws-certification-training
This PPT will help you in understanding how AWS deals smartly with Big Data. It also shows how AWS can solve Big Data challenges with ease.
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A star algorithm | A* Algorithm in Artificial Intelligence | Edureka
YouTube Link: https://youtu.be/amlkE0g-YFU
** Artificial Intelligence and Deep Learning: https://www.edureka.co/ai-deep-learni... **
This Edureka PPT on 'A Star Algorithm' teaches you all about the A star Algorithm, the uses, advantages and disadvantages and much more. It also shows you how the algorithm can be implemented practically and has a comparison between the Dijkstra and itself.
Check out our playlist for more videos: http://bit.ly/2taym8X
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Kubernetes Installation on Ubuntu | Edureka
YouTube Link: https://youtu.be/UWg3ORRRF60
Kubernetes Certification: https://www.edureka.co/kubernetes-certification
This Edureka PPT will help you set up a Kubernetes cluster having 1 master and 1 node. The detailed step by step instructions is demonstrated in this PPT.
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Introduction to DevOps | Edureka
YouTube Link: https://youtu.be/GJQ36pIYbic
DevOps Training: https://www.edureka.co/devops-certification-training
This Edureka DevOps Tutorial for Beginners talks about What is DevOps and how it works. You will learn about several DevOps tools (Git, Jenkins, Docker, Puppet, Ansible, Nagios) involved at different DevOps stages such as version control, continuous integration, continuous delivery, continuous deployment, continuous monitoring.
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Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
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Are you new to data warehouses (DWH)? Do you need to check whether your data warehouse follows the best practices for a good design? In both cases, this webinar is for you.
A data warehouse is a central relational database that contains all measurements about a business or an organisation. This data comes from a variety of heterogeneous data sources, which includes databases of any type that back the applications used by the company, data files exported by some applications, or APIs provided by internal or external services.
But designing a data warehouse correctly is a hard task, which requires gathering information about the business processes that need to be analysed in the first place. These processes must be translated into so-called star schemas, which means, denormalised databases where each table represents a dimension or facts.
We will discuss these topics:
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Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
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Introduction to Big data tdd and pig unit
- 1. What is Big Data And Why learn Hadoop View Big Data and Hadoop Course at www.edureka.co/my-course/big-data-and-hadoop www.edureka.co/big-data-and-hadoop
- 2. How it Works? LIVE Online Class Class Recording in LMS 24/7 Post Class Support Module Wise Quiz Project Work Verifiable Certificate Twitter @edurekaIN, Facebook /edurekaIN, Slide 2 use #askEdureka for Questions www.edureka.co/big-data-and-hadoop
- 3. Objectives What is TDD ? I Can’t follow TDD because… Traditional Development Cycle Vs TDD Why Unit Test Pig? What is PigUnit? TDD Using PigUnit- Demo Slide 3 Twitter @edurekaIN, Facebook /edurekaIN, use #askEdureka for Questions www.edureka.co/big-data-and-hadoop
- 4. What is TDD? TDD stands for Test Driven Development Test Driven Development aims to shorten the development cycles It aims to “get something now and perfect it later” approach The typical process involves “RED-GREEN-REFACTOR” cycle It’s a part of larger software design paradigm- “Extreme Programming” Test Driven Development requires tests to be written before code itself! It leads to a better code which is just enough to pass the tests 100% code coverage is ensured for TDD based code Slide 4 Twitter @edurekaIN, Facebook /edurekaIN, use #askEdureka for Questions www.edureka.co/big-data-and-hadoop
- 5. I Can’t follow TDD Because… “It’s working! Let’s freeze it for now” The release date is quite aggressive! It slows down our development cycle We are already short staffed What are Testers supposed to do? All (or possibly more) reasons above lead the teams for “Technical Debt” Slide 5 Twitter @edurekaIN, Facebook /edurekaIN, use #askEdureka for Questions www.edureka.co/big-data-and-hadoop
- 6. -Albert Einstein Slide 6 Twitter @edurekaIN, Facebook /edurekaIN, use #askEdureka for Questions www.edureka.co/big-data-and-hadoop
- 7. Time Taken to Fix Bugs 1000 750 500 250 0 Design Implementation QA Post-release Slide 7 Twitter @edurekaIN, Facebook /edurekaIN, use #askEdureka for Questions www.edureka.co/big-data-and-hadoop
- 8. Traditional Development Test Design Implement Slide 8 Twitter @edurekaIN, Facebook /edurekaIN, use #askEdureka for Questions www.edureka.co/big-data-and-hadoop
- 9. TDD Implement Design Test Test Slide 9 Twitter @edurekaIN, Facebook /edurekaIN, use #askEdureka for Questions www.edureka.co/big-data-and-hadoop
- 10. TDD Design Test Test Implement Slide 10 Twitter @edurekaIN, Facebook /edurekaIN, use #askEdureka for Questions www.edureka.co/big-data-and-hadoop
- 11. TDD Design Test Test Implement Slide 11 Twitter @edurekaIN, Facebook /edurekaIN, use #askEdureka for Questions www.edureka.co/big-data-and-hadoop
- 12. Why Unit Test Pig? Pig is NOT a programming language Pig is a Data Flow Language It just converts the Pig Latin data flows to Map-Reduce jobs The best use-case for Pig in Big Data projects is for “Data Factory” operations Since we are not talking about a “programming language”, does testing make sense? Pig already comes with the diagnostic operators, so extra testing will be overhead! All of the above reasons lead to even bigger problems, as the testing in Big Data world is data driven in nature Slide 12 Twitter @edurekaIN, Facebook /edurekaIN, use #askEdureka for Questions www.edureka.co/big-data-and-hadoop
- 13. What is PigUnit? PigUnit is the Unit testing framework for Pig scripts It is not really a *Unit framework It’s a library which can be used within JUnit tests to » Run Pig scripts from within JUnit tests » Override variables in Pig scripts to provide data from tests rather than from external sources such as HDFS » Inspect the values of your Pig script relations » Make your STORE statements into no-ops so that your Pig scripts run without side effects. Slide 13 Twitter @edurekaIN, Facebook /edurekaIN, use #askEdureka for Questions www.edureka.co/big-data-and-hadoop
- 14. TDD Using PigUnit - Demo Slide 14 Twitter @edurekaIN, Facebook /edurekaIN, use #askEdureka for Questions www.edureka.co/big-data-and-hadoop