STARTS ON June 30, 2021
DURATION 6 Months Live Online Sessions 3 Hours/ Sunday 3:30 PM - 6:30 PM
PROGRAM FEE INR 1,12,500 + GST (Early Bird Fee) INR 1,25,000 + GST (Standard Fee) View Payment Plan Special Corporate Enrolment Pricing
ELIGIBILITY Any Graduate/ Diploma holder with minimum 1 year work experience
Starts on June 30, 2021
Duration 6 Months
Program Fee INR 1,25,000 + GST INR 1,12,500 + GST (Early Bird Fee)

SKILLS YOU WILL LEARN

Python, NumPy and Pandas
Sort, study & rearrange data, run analyses, build DataFrames from scratch

Scikit & SciPy
Construct predictive linear models for maximum precision

ML Algorithms
Understand mathematical & statistical models

NLP
Build text classification systems using linear classifiers & deep learning

RL
Build agent-based models

PROGRAM HIGHLIGHTS

74% of Indian business heads believe that Artificial Intelligence (AI) can augment economic growth, according to a recent PwC India report. With this growth and demand for skilled talent in mind, IIT Bombay has designed the six-month Certificate Program in Machine Learning & AI with Python.

Join this high-impact program to upskill and develop your ability to harness the full potential of these technologies in the world's most in-demand programming language, Python. Become industry-ready with proficiency in applying ML and AI with Python for automation, better decision-making, and competitive advantage for your organisation.

Learn from one of India's Best Engineering Schools
Experience interactive live online learning through live lectures and real-world case studies
Interact with leading IIT Bombay faculty and industry experts
Participate in peer-to-peer learning and networking
Receive a Certificate of Participation from IIT Bombay
Learn from one of India's Best Engineering Schools
Experience interactive live online learning through live lectures and real-world case studies
Interact with leading IIT Bombay faculty and industry experts
Participate in peer-to-peer learning and networking
Receive a Certificate of Participation from IIT Bombay

LEARNING OUTCOMES

Conduct mathematical operations on a wide range of data using NumPy

Build predictive models using neural networks and decision trees

Operate Pandas to sort through and rearrange data, run analyses, and build DataFrames from the outset

Build text classification systems with NLP using both linear classifiers and deep learning methods

Gain quicker and relevant insights by visualising data with Matplotlib

Differentiate between optimisation techniques and how they solve learning problems across models, minimise errors or maximise rewards

Use Scikit to construct predictive linear models to forecast outcomes with maximum precision

Build AI models using agent-based models that run search algorithms and achieve their tasks

PROGRAM MODULES

  • MODULE 1: Basics of Python
  • MODULE 2: Mathematical Backgrounds
  • MODULE 3: Python
  • MODULE 4: Introduction to Machine Learning
  • MODULE 5: Regression Analysis
  • MODULE 6: Classification - Introduction and KNN
  • MODULE 7: Classification - Probabilistic Classifiers
  • MODULE 8: Classification - Decision Tree
  • MODULE 9: Classification: Support Vector Machines
  • MODULE 10: Neural Network and CNN
  • MODULE 11: Optimisation in ML
  • MODULE 12: Unsupervised Learning
  • MODULE 13: NLP and Text Analysis
  • MODULE 14: Feature Selection and Dimensionality Reduction
  • MODULE 15: Reinforcement Learning (RL)
More Less

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

PROGRAM DIRECTORS

Prof. Biplab Banerjee

Assistant Professor,

Machine Learning and Visual Computing

Prof. Kumar Appaiah

Assistant Professor,

Electrical Engineering

PROGRAM FACULTY

Prof. Preethi Jyothi

Assistant Professor,

Computer Science & Engineering

PROGRAM CERTIFICATE

Participants with requisite attendance of 80% will receive a certificate of participation from IIT Bombay - CEP department.

Sample Certificate

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

Early applications are encouraged.

View Payment Plan
Special Corporate Enrolment Pricing

Application Deadlines

ROUND 1 Last Date: May 31, 2021
ROUND 2 Last Date: June 21, 2021
In collaboration with Eruditus
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