Past Events
  • Here's what you'll learn

    What is Big Data & why is it important

    Big Data - examples and applications

    Introduction to Apache Spark and its components

    Hands-on demo on cloud-based lab

  • This session would broadly cover the following:

    • End-to-end Machine Learning project
    • This bootcamp is designed to be an entirely hands-on experience for you.

  • Free Live Session on Deep Learning

    Here's what you'll learn

    Introduction to Deep Learning

    Getting started with TensorFlow

    Hands-on examples on TensorFlow

  • Here's what you'll learn

    • What is Big Data & why is it important

    • Big Data - examples and applications

    • Hadoop ecosystem & details of various components

    • Hands-on with the components in Hadoop

    • Understanding the Spark architecture

    • CloudxLab hands-on demo & course offerings

  • This session would broadly cover the following:

    • Introduction to Machine Learning and AI
    • What is Classification?
    • Hands-on example on binary classification using MNIST dataset
    • Understanding Stochastic Gradient Descent (SGD) Classifier
    • Training a binary classifier using SGD
    • Performance measure

      • Cross Validation
      • Confusion Matrix
      • Precision and Recall
      • F1 Score
      • Precision / Recall Tradeoff
      • ROC Curve

  • In this workshop, you will be introduced to six modules. Each module introduces one or two core Machine Learning concepts while working through the practical implementation.

    • Overview of Machine Learning

    • Manipulation and plotting data

    • Preprocessing and exploring data

    • Training a binary classifier

    • Measuring Performance

    • Learning Multi-class classification

  • Here's what you'll learn

    Introduction to Machine Learning

    Machine Learning - Examples

    Machine Learning - Applications

    Hands-on Demo on Machine Learning

    About the Specialization Course