Course curriculum

  • 1

    Build Apache Spark Machine Learning Project for eCommerce

    • Introduction

      FREE PREVIEW

    • Download Resources

    • Introduction to Spark

    • Free Account creation in Databricks

    • Provisioning a Spark Cluster

    • Introduction to Machine Learning

    • Basics about notebooks

    • Dataframes

    • Regression Model

    • Explanation of few terms used in Model

    • Project Explanation Part 1

    • Project Explanation Part 2

      FREE PREVIEW

    • Project Explanation Part 3

    • Project Explanation Part 4

    • Project Explanation Part 5

    • Thank you
  • 2

    Build Apache Spark Machine Learning Project (Banking Domain)

    • Introduction

      FREE PREVIEW

    • Download Resources

    • Introduction to Spark

    • Free Account creation in Databricks

    • Provisioning a Spark Cluster

    • Introduction to Machine Learning

    • Basics about notebooks

    • Dataframes

    • Explanation of few terms used in Model

    • Project Explanation Part 1

    • Project Explanation Part 2

      FREE PREVIEW

    • Project Explanation Part 3

    • Project Explanation Part 4

    • Project Explanation Part 5

    • Project Explanation Part 6

    • Thank you
  • 3

    Build Apache Spark Machine Learning Project (Prediction Online Shopper Purchase Intention)

    • Introduction

      FREE PREVIEW

    • Download Resources

    • Introduction to Spark

    • Free Account creation in Databricks

    • Provisioning a Spark Cluster

    • Introduction to Machine Learning

    • Basics about notebooks

    • Dataframes

    • Explanation of few terms used in Model

    • Project Explanation Part 1

    • Project Explanation Part 2

      FREE PREVIEW

    • Project Explanation Part 3

    • Project Explanation Part 4

    • Project Explanation Part 5

    • Project Explanation Part 6

    • Project Explanation Part 7

    • Project Explanation Part 8

    • Thank you
  • 4

    Build Apache Spark Analytics Project using Web Server Log

    • Introduction

      FREE PREVIEW

    • Download Resources

    • Introduction to Spark

    • Basics of DataFrames

    • Free Account creation in Databricks

    • Basics of Notebook

    • Project Explanation Part 1

    • Project Explanation Part 2

      FREE PREVIEW

    • Project Explanation Part 3

    • Project Explanation Part 4

    • Project Explanation Part 5

    • Project Explanation Part 6

    • Project Explanation Part 7

    • Thank you
  • 5

    Predictive Analytics with Apache Spark including Project

    • Introduction

      FREE PREVIEW

    • Introduction to Spark

    • Download Resources

    • Free Account creation in Databricks

    • Provisioning a Spark Cluster

    • Introduction to Machine Learning

    • Basics about notebooks

    • Dataframes

    • Basics of DataFrames

    • Classification Model

    • Building a Classification Model

    • Regression Model

    • Building a Regression Model

    • Explanation of few terms used in Model

    • Thank You