Certification Course by E-Cell, IIT Roorkee

Big Data with Python & PySpark - Bhopal

₹ 5500

Mr. Rajat Khandelwal
Python / R Trainer
Review: 824
    5.0
Categories
Big Data

Overview

  • Lectures 25 - 30
  • Duration 60 Hours
  • MemberShip Yes
  • Projects Yes
  • Skill level Basic to Advanced
  • Language English
  • Assessments Yes
Course Description

Advance your data skills by mastering Apache Spark. Using the Spark Python API, PySpark, you will leverage parallel computation with large datasets, and get ready for high-performance machine learning. From cleaning data to creating features and implementing machine learning models, you'll execute end-to-end workflows with Spark.
Throughout the PySpark Training, you will get an in-depth knowledge of Apache Spark and the Spark Ecosystem, which includes Spark RDD, Spark SQL, Spark MLlib and Spark Streaming. You will also get comprehensive knowledge of Python Programming language,

Learning Outcomes
  • Use Python and Spark together to analyze Big Data
  • How to use Apache Spark and PySpark
  • Learn how to use the new Spark 2.0 DataFrame Syntax
  • Classify Customer Churn with Logisitic Regression
  • Where to go next for taking your PySpark skills to a distributed system
  • Work with RDD in Spark

Curriculum


  • Step - 1: Introduction to Big Data and Spark
  • Step - 2: Setting up python with spark
  • Step - 3: Introduction to Python for Apache Spark
  • Step - 4: Functions, OOPs, and Modules in Python
  • Step - 5: Deep Dive into Apache Spark Framework
  • Step - 6: Playing with Spark RDDs
  • Step - 7: DataFrames and Spark SQL
  • Step - 8: Predicting and Estimating
  • Step - 9: Machine Learning using Spark MLlib
  • Step - 10: Deep Dive into Spark MLlib
  • Step - 11: Implementing an End-to-End Project

Instructor

Mr. Rajat Khandelwal
Python / R Trainer

Bhopal

824 Review

Here is some latest Reviews
  1. Ashwis soni

    Such a nice experience, the orator is awesome ..He tries to explain everything that he knows....he explains everything where the learner got trapped in the coding. We learned a lot from Prateek sir.

Leave a Comment