IIT Ropar Post Graduate Certificate in Artificial Intelligence & Deep Learning

IIT Ropar Post Graduate Certificate in Artificial Intelligence & Deep Learning

Programme Start Date: 19th June, 2021 | Admission: Close

IIT Ropar Post Graduate Certificate in Artificial Intelligence & Deep Learning
IIT ROPAR
EXECUTIVE EDUCATION
ALUMNI STATUS
Apply Now

DELIVERY TYPE

Live online instructor-led sessions (Direct-to-Device)

COURSE DURATION

9 months including industry projects

DEADLINE TO APPLY

9th June, 2021

COURSE FEE

₹2,50,000/- +18% GST

CLASS TIMINGS

Weekends (SAT & SUN) 11:00 AM – 1:00 PM (IST)

TOP RECRUITMENT PARTNERS

hiring partner
hiring partner
hiring partner
hiring partner
hiring partner
hiring partner

1st

Ranked 1st for citations in The World University Rankings 2020

1st

Ranked 1st in India in The World University Rankings 2020

301-305

Ranked 301-350 in The World University Rankings 2020

29th

Ranked among all Indian Engineering Institutes as per NIRF

219th

QS Asian University Rankings

5star

5 Star GRIHA Rating

Program Highlights

icon

Joint PG Certificate from IIT Ropar and TSW

icon

IIT Ropar Executive Education Alumni status

icon

Live online instructor-led sessions by top IIT faculty and industry experts

icon

360-degree career support

Apply Now

Career Support

1:1 Industry mentorship

based on individual profile

Industry expert speak

to learn first-hand from industry practitioners

Online Portfolio Builder

to showcase your projects

LinkedIn profile review

for creating an impressive profile

AI powered resume builder

and resume reviews enabling easy application to various job opportunities

250+ recruitment partners
11,000+ learners placed
25,000+ job opportunities generated

A GPS for your professional journey

Tools

tools
tools
tools
tools
tools
tools
tools
tools

Eligibility

  • Bachelor's degree with minimum 50% aggregate marks
  • No coding and mathematics background needed
  • Minimum 2 years of experience, preferably in software domain

Programme Duration

Programme Delivery

  • The program will be delivered in a two-way video/audio interactive mode.
  • Live online sessions delivered over Interactive Learning Platform.
  • Students will attend the lectures on their own devices (Laptop/Desktop/Tablet/Mobile).
  • Instructor-led sessions by top IIT faculty and industry experts.

Programme Roadmap

    Topics

  • Probability
  • Statistics
  • Linear Algebra

Learning Outcome
This module will be a refresher for all the math and statistics concepts that will be required for the program going forward.

    Topics

  • AI in the context of emerging technologies
  • AI applications
  • History and evolution of AI
  • AI in industry
  • Future with AI

Learning Outcome
In this module, you will get introduced to AI, its history, related terminologies and applications of artificial intelligence in industry. This will form the foundation for the rest of your program.

    Topics

  • Getting Started with Python
  • Hands-on Linear Algebra with NumPy
  • Hands-on Data Pre-Processing using Pandas
  • Data Visualization using Python
  • Handling text data

Learning Outcome
Get started with Python Programming for Data Science. You will be learning about the basics of Python and get introduced to popular Data Science libraries like NumPy, Pandas, and Matplotlib.

    Topics

  • What is Data Science?
  • Big Data Technologies
  • Exploratory Data Analysis
  • Data Pre-processing
  • Data Visualization

Learning Outcome
In this module, you will learn about foundations of Data Science and analysis of data using Python. It is important that you are aware about the tools and technologies that are used for handling data.

    Topics

  • What is Machine Learning?
  • Supervised Learning: Linear Regression, Logistic Regression, Decision Trees, SVM
  • Unsupervised Learning: Clustering
  • Text Analytics
  • Case studies/hands-on practice

Learning Outcome
In this module, you will learn about different Machine Learning algorithms and their applications. You will get hands-on practice with your very first predictions using Machine Learning models.

    Topics

  • Tensorflow installation/setup – Tensorflow 1.x and 2.x
  • Tensorflow programming concepts
  • Computational graphs and sessions
  • Tensorflow 2.x new features

Learning Outcome
Tensorflow is by far the most popular deep learning library and is extensively used in the industry . It is developed and open sourced by Google. This module provides extensive hands on learning on Tensorflow.

    Topics

  • Introduction to Neural Networks
  • Biological neuron
  • Perceptron structure
  • Perceptron training
  • Back propagation
  • Deep Neural Networks - multilayer
  • Keras API
  • Hands-on Practice

Learning Outcome
Get introduced to the concept of a neuron and how multiple neurons can be used to construct an Artificial Neural Network. Deep Learning is a class of Machine Learning algorithms that progressively extract features for better understanding of the problem. You will learn about various Deep Learning models built using Artificial Neural Networks.

    Topics

  • Computer vision and Open CV
  • Convolutional Neural Networks – concept and Architecture
  • Pretrained models
  • Training a CNN model
  • Image classification- Binary and Multiclass
  • Object detection
  • Case Studies / Hands-on Practice

Learning Outcome
One of the popular applications of Deep Learning is in image recognition. You will learn how to build complex image recognition and object detection models and apply them to solve business use cases.

    Topics

  • How speech recognition works?
  • Natural Language Processing
  • Recurrent Neural Networks - RNN
  • Chatbots
  • Alexa skills
  • Transformers
  • Case Studies / Hands-on Practice

Learning Outcome
Processing the naturally spoken language is one of the complex tasks faced by researchers. In this module, you will learn about Natural Language Processing and how Deep Learning models can be used to build speech recognition applications.

    Topics

  • Drone Principle
  • Visual, Audio-Visual Deepfake and its future
  • Other AI Application

Learning Outcome
Learn about cutting-edge application of Artificial Intelligence from self-driving cars to drones in the sky.

    Topics

  • Classification of chest X-rays
  • Build a chat bot catering to customer service

Learning Outcome
End-to-end project to apply the concepts taught in the program.

    Topics

  • Creating data pipelines
  • Writing production grade code
  • Creating REST APIs
  • Deploying APIs on cloud

Learning Outcome
In this module you will learn about deploying the machine learning / deep learning modules using REST APIs on cloud.

9

Months course

400+

Hours

9

core modules and 2 self-paced modules

10

case studies

10

Projects

2

Hackathon

Compete to solve real business problems
Compete to solve real business problems

Faculty Profiles

Dr. Rohit Sharma

Program Director – PGCAIDL;
Coordinator-ITJRC;

Associate Professor - Department of Electrical Engineering,
IIT Ropar

Dr. Sharma joined IIT Ropar in 2012. He has initiated activities in the area of VLSI Design and Nano electronics at IIT Ropar. His research interests include high-speed chip-chip and on-chip interconnects and more.

View Profile

Mr. Silaparasetty Mohankumar

Program Director – PGCAIDL;
Head – Technology Programs,

Times Professional Learning

A recognised thought leader, Mr. Mohankumar has been in the IT industry for more than 25 years, with 10+ years in Analytics. With technical expertise in AI and related technologies, Mr. Mohankumar is also a seasoned trainer, speaker and author.

View Profile

Dr. Somdev Kar

Associate Professor,
Department: Humanities & Social Science,

IIT Ropar

Before joining IIT Ropar, Dr. Kar worked in Germany and Qatar. His research interests are in Phonetics, Phonology, NLP, etc. He has published a book and research articles in internationally acclaimed journals.

View Profile

Advisory Board

The PGCAIDL program advisory board comprises senior members of the industry and acclaimed academicians, who guide the rigor and integrity of the program. With a commitment to provide exceptional and contemporary education to the learners, they help inform the program curriculum and provide competent inputs to ensure that the program is aligned with the industry’s needs. Their role is significant in providing quality assurance for PGCAIDL program.

Dr. Rohit Sharma
Dr. Kingshuk Banerjee
Mr. Manas Agrawal
Post Graduate Certificate in Artificial Intelligence & Deep Learning (PGCAIDL) by IIT Ropar

Post Graduate Certificate in Artificial Intelligence & Deep Learning (PGCAIDL) by IIT Ropar

Joint Certificate from IIT Ropar & TSW

certificate

250+ Hiring Partners

hiring partner
hiring partner
hiring partner
hiring partner
hiring partner
hiring partner
hiring partner

11000+ Learners Placed

Hear from our students

About IIT Ropar

About IIT Ropar

About ITJRC

About ITJRC

About TSW

About TSW

Programme Fees

₹ 2,50,000 + 18% GST
EMI of ₹ 10,591/- for a 3-year loan

Note: "In case the candidate rejects the offer from the Institute then the processing fees will be not refunded."

You agree to our terms and conditions and our privacy policy.
Disclaimer: By submitting my contact details here, I override my NDNC registration and authorise TimesTSW and its authorised representatives can contact me