Machine Learning for CXOs

A hands-on skill building program for CXOs

Faculty: Sujit Bhattacharyya Language: English

Workshop @ Azaya beach resort, Goa

Artificial Intelligence (AI), Data Science (DS), and Machine Learning (ML) are the pillars of the Fourth Industrial Revolution, or what is commonly known as Industry 4.0. AI is a branch of Computer Science that deals with the ability of a machine to closely imitate intelligent human behavior. ML is an application of AI that is based on the idea that when machines are provided new data, they can learn, grow, and develop on their own without explicit human intervention/programming. DS, on the other hand, is an umbrella term that signifies techniques used to extract useful information and insights from data.

Today, the importance of AI-ML is being felt in almost every domain. Therein arises the need for CXOs and by extension businesses to be AI-ML proficient.

A team from CL Educate, led by Mr Sujit Bhattacharyya (Chief Innovation Officer, CL Educate) conducted the sessions.

In total, 13 participants, comprising of top management from companies like DCM Shriram, Allcargo Logistics, Michelin, Gaja Capital, Yournest, Seraphic, Rekhta Foundation, WNS and Accendere.


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    Session Details

    DAY 1

    • Introduction to Machine Learning
    • Introduction to Python and the Jupyter environment
    • Handling data with Pandas
    • Data visualization with Matplotlib
    • Regression: Theory & Demo
    • Hands-on linear regression
    • Classification: Theory & Demo
    • Hands-on classification

    DAY 2

    • Undupervised: Theory & Demo
    • Hands-on unsupervised algorithms
    • Neural networks: Theory & Demo
    • Alexa & Voice Technology: Theory & Demo
    • Hands-on Alexa skill building
    • Closure