Careers360 Logo
Browse by Stream
Search Colleges, Exams, Schools & more
Interested in this College?
Get updates on Eligibility, Admission, Placements Fees Structure
Compare

Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf StudyVideo and Text Based

Courses and Certificate Fees

Fees InformationsCertificate AvailabilityCertificate Providing Authority
INR 4117yesCoursera

The Syllabus

Videos
  • Introduction, Logistics, What You'll Learn
  • Data-Parallel to Distributed Data-Parallel
  • Latency
  • RDDs, Spark's Distributed Collection
  • RDDs: Transformation and Actions
  • Evaluation in Spark: Unlike Scala Collections!
  • Cluster Topology Matters!
Readings
  • Tools Setup (Please read)
  • SBT tutorial and Submission of Assignments (Please read)
  • Cheat Sheet
  • Scala Tutorial
  • Scala Style Guide
  • Working on Assignments
Videos
  • Introduction, Logistics, What You'll Learn
  • Data-Parallel to Distributed Data-Parallel
  • Latency
  • RDDs, Spark's Distributed Collection
  • RDDs: Transformation and Actions
  • Evaluation in Spark: Unlike Scala Collections!
  • Cluster Topology Matters!
Readings
  • Tools Setup (Please read)
  • SBT tutorial and Submission of Assignments (Please read)
  • Cheat Sheet
  • Scala Tutorial
  • Scala Style Guide
  • Working on Assignments

Videos
  • Reduction Operations
  • Pair RDDs
  • Transformations and Actions on Pair RDDs
  • Joins
Videos
  • Reduction Operations
  • Pair RDDs
  • Transformations and Actions on Pair RDDs
  • Joins

Videos
  • Shuffling: What it is and why it's important
  • Partitioning
  • Optimizing with Partitioners
  • Wide vs Narrow Dependencies
Videos
  • Shuffling: What it is and why it's important
  • Partitioning
  • Optimizing with Partitioners
  • Wide vs Narrow Dependencies

Videos
  • Structured vs Unstructured Data
  • Spark SQL
  • DataFrames (1)
  • DataFrames (2)
  • Datasets
Videos
  • Structured vs Unstructured Data
  • Spark SQL
  • DataFrames (1)
  • DataFrames (2)
  • Datasets

Instructors

Similar Courses

Big Data and Language 1

Korea Advanced Institute of Science and Technology, Daejeon via  Coursera

Months 3Free

Security and Privacy for Big Data-Part 2

EIT Digital via  Coursera

Months 1Free

Google Cloud Big Data and Machine Learning Fundamentals

Google Cloud via  Coursera

Months 74.12 K
View All Courses

More Courses by Swiss Federal Institute of Technology Lausanne

Innovative Governance of Large Urban Systems

Swiss Federal Institute of Technology Lausanne via  Coursera

Months 5Free

Parallel Programming Scala 2 Version

Swiss Federal Institute of Technology Lausanne via  Coursera

Months 3Free

Global Arctic

Swiss Federal Institute of Technology Lausanne via  Coursera

Months 3Free
View All Courses

Explore on Careers360

Download Careers360 App
All this at the convenience of your phone

  • Regular Exam Updates

  • Best College Recommendations

  • College & Rank predictors

  • Detailed Books and Sample Papers

  • Question and Answers

Scan and download the app

OR

Back to top