STARTS ON September 29, 2021 Live Online & On-campus Immersion
DURATION 9 Months Live Online Sessions 3 Hours, Once a Week Sunday 6:45 PM to 9:45 PM
ELIGIBILITY Must be a Graduate Experience: Minimum 5 years to Maximum 20 years of work experience. Should be familiar with high-school Math and should have a mathematical orientation
Starts on September 29, 2021
Duration 9 Months
Programme Fee INR 1,95,000 + GST

PROGRAMME HIGHLIGHTS

In today's business landscape, technological developments have led to digitising everything around us, producing unlimited data. Across sectors and businesses, data science has established itself as a pre-requisite for developing effective data-driven decisions and insightful business strategies. 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. This intensive nine-month programme is delivered via engaging live online sessions and a three-day on-campus immersion at the IIM Lucknow campus. 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 certificate of completion from one of India’s top B-Schools (NIRF, 2020)
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 certificate of completion from one of India’s top B-Schools (NIRF, 2020)

PARTICIPANT TESTIMONIALS

"With fast tech industry changes and innovations, Data Science is one of the great niches to start learning.

Thanks to the IIM Lucknow faculty, Eruditus Executive Education, my project teammates, my family, and all the batchmates for making this a wonderful learning journey.

This gave me a very good overview of data science and what I should learn next. I have developed a problem-solving attitude during this time. Way to go "

SWATI VIVEK KUMAR

Associate General Manager

Delhi International Airport Ltd.

"Feeling proud and privileged to have gotten a chance to learn from some prolific teachers. Can't thank you enough, Prof. Gaurav Garg, Prof. Vivek Gupta, Prof. Pradeep Kumar, Mohit Bhatnagar and Deepak Sharma. Your lectures were as inspiring as they were enlightening.

Finally, I thank Eruditus Executive Education for providing me such a platform to connect with and learn from such professionals."

PRITISH RANJAN

Senior Engineer

Tata Consultancy Services

"I would like to share with you all an achievement of sorts in this period of pandemic.

I got an opportunity to enhance my competencies and improve my learning in the field of data. I will cherish being a part of this course, & I’d like to thank all my professors and rest of the faculty members.

My sincere appreciation for the professors of IIM Lucknow for pushing me beyond boundaries and for their needful guidance. And this would not have been possible without my batchmates’ support and motivation."

SANDEEP VAISHYA

Senior Business Analyst Lead,

Tata Motors Finance Ltd.

"Months of hard work along with intellectual as well as moral guidance from professors have made this possible. Thanks to all the professors and fellow batchmates. It was great to be part of such a talented cohort."

MAYANK TRIPATHI

Senior Associate

Cognizant

PAST PARTICIPANT PROFILES

Participants by Years of Experience Participants by Years of Experience
Participants by Industries, Functions & Job Titles

Top Industries

  • Banking & Finance
  • Pharmaceuticals & Healthcare
  • Consulting
  • Manufacturing & Operations
  • IT & Services
  • Communications

Top Functions

  • Information Technology & Services
  • Accounting & Finance
  • Management & Consulting
  • Marketing & Sales
  • Engineering & Operations
  • Delivery

Top Companies

  • RBS
  • Bank of America
  • Mondelez
  • Boston Consulting group
  • Mercedes Benz
  • Indian Navy

PROGRAMME MODULES

MODULE 1
    DATA SCIENCE BASICS
  • Basics
  • Data Science Life Cycle
  • Motivation and Applications
  • Introduction to Version Control
  • GitHub
  • R
  • Cloud technologies
    DESCRIPTIVE ANALYTICS
  • Data Visualization using R and Tableau (Public)
  • Basic Statistical Measures
  • Probability and Random Variable
  • Binomial and Normal Distributions
    DATA COLLECTION AND PREPARATION
  • Data Collection from the Web
  • APIs
  • Database
  • Data Cleaning
  • Handling Missing Data and Outliers
  • Normalisation and Standardisation
MODULE 2
    PREDICTIVE ANALYTICS
  • Hypothesis Testing
  • Chi Square Tests
  • Analysis of Variance
  • Linear and Logistic Regression
    MACHINE LEARNING
  • Supervised and Unsupervised Machine Learning
  • Hierarchical and k-means Clustering
  • Principal Component and Exploratory Factor Analysis
  • Decision tree and Random Forest
  • Support Vector Machine
  • NLP: Text, Web, Social, Image
    PRESCRIPTIVE ANALYTICS AND FORECASTING
  • Linear and Nonlinear Optimisation
  • Simulation
  • Time Series Analysis and Forecasting
  • Nowcasting
MODULE 3
    BIG DATA
  • Data Scraping: Extracting Data from Twitter, Instagram
  • Data Storage: No SQL and Hadoop
  • Ecosystem
  • Data Processing: PIG, HIVE, Spark and In Memory Analytics
    COGNITIVE ANALYTICS
  • Artificial Intelligence
  • Deep Learning: Backpropagation
  • RNN
  • CNN
  • Recommender Systems

Note:
- Modules/ topics are indicative only, and the suggested time and sequence may be dropped/ modified/ adapted to fit the participant profile & programme hours.
-The programme curriculum includes individual assignments, simulations, group projects & presentations to apply and demonstrate classroom learnings.

    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

GLOBAL FACULTY

Mr. Himanshu Vaidya

Information Technology Engineer,

Entrepreneur, Developer & Trainer

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.

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

Limited seats are available. Early applications are encouraged.

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

Application Deadline

ROUND 1 Last Date: Jul 30, 2021 Application fee: NR 2,500 + GST
ROUND 2 Last Date: Aug 20, 2021 Application fee: INR 3,000 + GST
ROUND 3 Last Date: Sept 29, 2021 Application fee: INR 3,500 + GST
In collaboration with Eruditus
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