STARTS ON TBD Live Online & On-campus Immersion
DURATION 9 Months Live Online Sessions 3 Hours, Twice a Week Saturday & Sunday 3:30 PM to 6:30 PM
ELIGIBILITY Graduates with minimum 5 years and maximum 20 years of work experience. Mathematical aptitude is preferred
Starts on TBD
Duration 9 Months
Programme Fee INR 1,95,000 + GST

PROGRAMME HIGHLIGHTS

The Executive Programme in Data Science from IIM Lucknow, provides a cutting-edge curriculum with an emphasis on the tools and techniques used for handling, managing, analysing and interpreting data. Joining this programme will help you build a robust foundation in practical business decision-making using statistics and in-demand data science tools and techniques using Excel and R.

Experience a three-day on-campus immersion at the IIM Lucknow campus
Become industry-ready with real-world case studies, a project and tools using Excel and R
Gain a global outlook with insights from IIM Lucknow faculty and international industry experts
Expand your professional network and interact with experienced peers
Receive a completion certificate and the Executive Alumni Status from IIM Lucknow
Experience a three-day on-campus immersion at the IIM Lucknow campus
Become industry-ready with real-world case studies, a project and tools using Excel and R
Gain a global outlook with insights from IIM Lucknow faculty and international industry experts
Expand your professional network and interact with experienced peers
Receive a completion certificate and the Executive Alumni Status from IIM Lucknow

LEARNING OUTCOMES

The managerial understanding of the tools & techniques used in Data Science and Machine Learning

The skills to make data-driven, real-time, day-to-day organisational decisions

An understanding of the concepts of statistics required to make strategic and effective business decisions

Skills to implement machine learning algorithms

Skills and knowledge required to manage data science and analytics teams at your organisation

An in-depth understanding of data structure and data analysis

PROGRAMME MODULES

MODULE 1
    DATA SCIENCE BASICS
  • Basics
  • Data Science Life Cycle
  • Motivation and Applications
  • Cloud Technologies
    DESCRIPTIVE ANALYTICS
  • Data Visualisation
  • Probability
  • Distributions
    DATA COLLECTION AND PREPARATION
  • Web Data
  • Data Cleaning
  • Handling Missing Data
  • Normalisation
MODULE 2
    PREDICTIVE ANALYTICS
  • Hypothesis Testing
  • Regression Techniques
    MACHINE LEARNING
  • Machine Learning
  • Clustering
  • Factor Analysis
  • Decision Tree
  • NLP
    PRESCRIPTIVE ANALYTICS AND FORECASTING
  • Optimisation
  • Simulation
  • Forecasting
  • Nowcasting
MODULE 3
    BIG DATA
  • Data Scraping
  • Data Storage
  • Data Processing
    COGNITIVE ANALYTICS
  • Artificial Intelligence
  • Deep Learning
  • RNN
  • CNN
  • Recommender Systems

Note: Modules/ topics are indicative only, and the suggested time and sequence may be dropped/ modified/ adapted to fit the total programme hours.

    DATA SCIENCE BASICS
  • Basics
  • Data Science Life Cycle
  • Motivation and Applications
  • Cloud Technologies
    DESCRIPTIVE ANALYTICS
  • Data Visualisation
  • Probability
  • Distributions
    DATA COLLECTION AND PREPARATION
  • Web Data
  • Data Cleaning
  • Handling Missing Data
  • Normalisation
    PREDICTIVE ANALYTICS
  • Hypothesis Testing
  • Regression Techniques
    MACHINE LEARNING
  • Machine Learning
  • Clustering
  • Factor Analysis
  • Decision Tree
  • NLP
    PRESCRIPTIVE ANALYTICS AND FORECASTING
  • Optimisation
  • Simulation
  • Forecasting
  • Nowcasting
    BIG DATA
  • Data Scraping
  • Data Storage
  • Data Processing
    COGNITIVE ANALYTICS
  • Artificial Intelligence
  • Deep Learning
  • RNN
  • CNN
  • Recommender Systems

Note: Modules/ topics are indicative only, and the suggested time and sequence may be dropped/ modified/ adapted to fit the total programme hours.

PROGRAMME DIRECTORS

Prof. Sonia Singh

Professor,

Decision Sciences

Prof. Gaurav Garg

Associate Professor,

Decision Sciences

PROGRAMME CERTIFICATE

On successful completion of the programme, with a minimum 75% attendance and satisfactory academic performance, participants will be awarded a certificate of completion, and will be eligible for the IIM Lucknow Executive Alumni Status.

Sample Certificate

Note: All certificate images are for illustrative purposes only and may be subject to change at the discretion of IIM Lucknow.

Limited seats available. Early applications are encouraged.

View Payment Plan
Loan offered at EMI of INR 8,507
Special Corporate Enrolment Pricing

Application Fee: INR 3,000 + GST

ROUND 1 Last Date: Feb 17, 2021    
ROUND 2 Last Date: Mar 19, 2021    
In collaboration with Eruditus
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