get app

    Streaming Big Data with Spark Streaming and Scala - Hands On

    BY
    Udemy

    Brochure Enquire
    Mode

    Online

    Fees

    ₹ 475 1299

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course and certificate fees

    Fees information
    ₹ 475  ₹1,299
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Getting Started

    • Tip: Apply for a Twitter Developer Account now!
    • Introduction, and Getting Set Up
    • [Activity] Stream Live Tweets with Spark Streaming!
    • Udemy 101: Getting the Most From This Course

    A Crash Course in Scala

    • [Activity] Scala Basics
    • [Exercise] Flow Control in Scala
    • [Exercise] Functions in Scala
    • [Excercise] Data Structures in Scala

    Spark Streaming Concepts

    • Introduction to Spark
    • The Resilient Distributed Dataset (RDD)
    • [Activity] RDD's in action: simple word count application
    • Introduction to Spark Streaming
    • [Activity] Revisiting the PrintTweets application
    • Windowing: Aggregating data over longer time spans
    • Fault Tolerance in Spark Streaming

    Spark Streaming Examples with Twitter

    • [Exercise] Saving Tweets to Disk
    • [Exercise] Tracking the Average Tweet Length
    • [Exercise] Tracking the Most Popular Hashtags

    Spark Streaming Examples with Clickstream / Apache Access Log Data

    • [Exercise] Tracking the Top URL's Requested
    • [Exercise] Alarming on Log Errors
    • [Exercise] Integrating Spark Streaming with Spark SQL
    • Intro to Structured Streaming
    • [Activity] Analyzing Apache Log files with Structured Streaming

    Integrating with Other Systems

    • Integrating with Apache Kafka
    • Integrating with Apache Flume
    • Integrating with Amazon Kinesis
    • [Activity] Writing Custom Data Receivers
    • Integrating with Cassandra

    Advanced Spark Streaming Examples

    • [Exercise] Stateful Information in Spark Streams
    • [Activity] Streaming K-Means Clustering
    • [Activity] Streaming Linear Regression

    Spark Streaming in Production

    • [Activity] Packaging and running Spark code in production
    • [Activity] Packaging your code with SBT
    • Running on a real Hadoop cluster with EMR
    • Troubleshooting and Tuning Spark Jobs

    You Made It!

    • Learning More
    • Bonus Lecture: More courses to explore!

    Instructors

    Mr Frank Kane

    Mr Frank Kane
    Founder
    Freelancer

    Trending Courses

    Digital Marketing Courses Fashion Design Courses Data Science Courses Interior Design Courses Graphic Designing Courses Cyber Security Courses Nursing Courses Tally Courses Data Analysis Courses Web Designing Courses Artificial Intelligence Courses Ethical Hacking Courses Free Digital Marketing Courses And certifications Free Artificial Intelligence Courses And Certifications Free Data Analysis Courses And Certifications Free Cyber Security Courses And Certifications Free Data Science Courses And Certifications Free Cloud Computing Courses And Certifications Free Python Courses And Certifications Free Fashion And Textiles Courses And Certifications Free Graphic Designing Courses And Certifications Free Web Designing Courses And Certifications

    Popular Courses

    General Management Courses Public Health Courses Teaching and Education Courses Financial Management Courses Web Development Courses Mathematics Courses Data Science Courses Cyber Security Courses Programming Courses Digital Marketing Courses Law Courses Leadership Courses Explore all courses

    Popular Platforms

    upGrad Courses Udemy Courses Edx Courses Swayam Courses Coursera Courses Futurelearn Courses Mindmajix Technologies Courses Vskills Courses IIT Kharagpur Courses Emeritus Courses IIT Kanpur Courses NPTEL Courses Explore all platforms

    Learn more about the Courses

    10 Reasons to Enrol Yourself in a Digital Marketing Course 8 Must-Have Skills for AWS Cloud Architects Planning to Upskill Yourself? Enrol for a Program in Data Science 25+ Tips for Improving Your Graphic Design Skills Top Universities in India Offering Cyber Security Courses 15+ Courses for Learning Data Mining How to Make a Career in the Field of Artificial Intelligence Top 10 Benefits Of Holding A Certification In Business Intelligence Which are the best certification courses for Photography in India A Beginner's Guide to Pursue Python Programming Want to Pursue a Career in Blockchain Technology? Here is all that you need to Know How Entrepreneurs Can Use Machine Learning to Make their Business Successful? The Scope of Artificial Intelligence in India Top 10 Online Courses for Travel Lovers 10 Best Certification Courses After Hospital and Healthcare Management
    Providers
    Close

    Download the Careers360 App on your Android phone

    Regular exam updates, QnA, Predictors, College Applications & E-books now on your Mobile

    Careers360 App
    150M+ Students
    30,000+ Colleges
    500+ Exams
    1500+ E-books