Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based |
Course Overview
The Executive PG Programme in Machine Learning & AI is a year-long course. It will help you expand your knowledge of ML and AI through classes from IIIT Bangalore. There are nearly 20 programming languages, tools, and libraries, including NumPy, Pandas, NLTK, matplotlib, and more covered by the course. You are sure to develop skills in Reinforcement Learning, NLP, and Deep Learning.
The course pedagogy for the Machine Learning and AI online course will involve lectures from industry experts. Your classes will be conducted online, and you will be a part of numerous industry projects throughout the course. Additionally, the course has been designed for working professions and thus has an industry-oriented approach to learning. Besides, you can join the course without giving up your job since it offers a flexible experience.
Finishing the Machine Learning and AI programme will grant you IIIT B alumni status. The course will also allow you to attend profile-building workshops. Most importantly, you will earn a certificate and will be able to build your career with new opportunities.
The Highlights
- 12-month course
- Online classes
- IIIT B alumni status
- Case studies
- Assignments
- Profile building workshops
- Certificate upon completion
- 450+ hours of content
- Industry oriented
- Career mentor
- Placement assistance
- Capstone projects
- 20 Programming Languages covered
Programme Offerings
- online learning
- assignments
- Case Studies
- Projects
- Coding classes
- Capstone Projects
- Profile Building Workshops
- Mentoring
- Certificate
- IIIT alumni status
- programming languages
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIIT Bangalore |
The fees for the Machine Learning and AI certificate course will be payable after you receive your offer letter.
| Programme Name | Amount |
| Executive PG Programme in Machine Learning & AI | Rs. 3,35,000/- |
| EMI | Rs. 7,430/month |
Eligibility Criteria
To join the Machine Learning and AI course, you must have a Bachelor’s degree with a minimum of 50% marks. Additionally, you must have one year of working experience or a degree in Statistics or Mathematics.
Certificate qualifying details
By completing all the course content and assessments, you’ll be eligible for the IIIT B recognition.
What you will learn
After completing the Operation Theatre Technician syllabus, you will have a thorough knowledge of topics such as:
- Aspects of Machine Learning
- Aspects of Deep Learning
- Natural Language Processing
- Statistical and Exploratory Data Analytics
- Deployment and Capstone Projects
- Data Science Toolkit
- Reinforcement Learning
Who it is for
The Machine Learning and AI programme is aimed at working professionals looking for career growth and career transition in Programming.
Admission Details
Step 1: Visit https://www.upgrad.com/machine-learning-ai-pgd-iiitb/ to start your application process for the Machine Learning and AI PGP.
Step 2: Clear the online Eligibility Test. This will be a 40-minute test with 18 questions. It will determine whether you are ready to take on the programme.
Step 3: If you clear the Eligibility Test, you will be sent an Offer Letter.
Step 4: Accept the Offer Letter and make an initial payment of Rs. 25,000 to confirm your admission.
Application Details
The Machine Learning and Artificial Intelligence course have an application form that can be accessed on the programme’s webpage. To apply, enter your email id or contact number and select the Start Application tab.
The Syllabus
- Prep :Data Analysis in Excel & Analytical Problem Solving
- Intro to Python
- Python for DS
- Data Viz. using Python/Intro to Git & Github [Optional]/Welcome
- EDA
- Basic SQL
- Linear Regression Module
- Linear Regression Module
- Linear Regression Assignment:Bike sharing company(demand regression)
- Advanced Regression
- Tree Models
- Random Forests + Practical Considerations
- Introduction to Neural Networks - Part 1
- Introduction to Neural Networks - Part 2
- Convolutional Neural Networks
- NLP - Lexical Processing
- NLP - Syntactic Processing
- NLP Assignment - Syntactic Processing
- Pre-Requisite Module
- Introduction to MLops
- Working with ChatGPT APIs
Instructors
IIIT Bangalore Frequently Asked Questions (FAQ's)
You can cancel your admission and request a refund before the course commences to the Admissions Counsellor. Your refund will be processed in 30 working days but a processing fee of Rs. 10,000 will be levied.
If you have a degree in Mathematics or Statistics, you do not need to take the eligibility test for the Machine Learning and AI course.
After completing the Machine Learning and AI programme, you will receive an Executive PG Programme in Machine Learning & AI certificate from IIIT Bangalore.
The Student Support for the Machine Learning and AI certification is available on all days from 9:00 am to 9:00 pm, IST.
You are recommended to devote 15 hours of study to the Machine Learning and AI course per week.