Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | Frequency Of Classes |
|---|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based | Weekends |
Course Overview
IIT Ropar Post Graduate Certificate in Artificial Intelligence & Deep Learning training also known as PGCAIDL is a short-term online course on artificial intelligence for a period of 6 months that is provided by IIT Ropar in association with Times Pro. This course is developed especially for working professionals who want to learn artificial intelligence and deep learning without quitting their jobs.
IIT Ropar Post Graduate Certificate in Artificial Intelligence & Deep Learning syllabus covers emerging technologies, machine learning, TensorFlow programming, image & speech recognition, capstone projects, and more. The advisory board of this online course consists of the industry senior members and academic people from IIT Ropar who provide exceptional learning to the students. This makes sure that the curriculum of the program is in sync with the needs of the industry.
Since the aim of this program is to make education accessible to business leaders who are aspiring through strategic collaboration. After the learners complete this course, they will be able to get hired by the 250+ hiring partners who have collaborated with Times Pro. To date, nearly 11,000+ learners have already been placed successfully at different organizations.
The Highlights
- 9 Months of Online Course
- 200+ Hours of Learning
- Live instructor-led sessions
- 1:1 Mentorship from Industry Leaders
- Experienced IIT faculty & industry experts
- Joint Certifications by IIT Ropar and Times Pro
- Executive Education Alumni status by IIT Ropar
- 360-degree career support by Times Pro
- 250+ hiring partners
- 25,000+ job opportunities
Programme Offerings
- Short-term Online Course
- 26 Weekends Course
- 9 modules
- Case Studies
- Projects
- Hackathon
- Certificate Initiation by Dual Institutes
- Weekend classes
- 2 Instructor-led Sessions
- 2 Way Audio or Video Sessions
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIT Ropar (IIT-RPR)TSW (Times Professional Learning) |
Candidates who want to enroll will have to pay Rs. 2,50,000 along with 18% GST charges as the IIT Ropar Post Graduate Certificate in Artificial Intelligence & Deep Learning certification fee. To make it a little economical for the candidates there is an EMI option of Rs. 10,591/- for a 3-year loan for the candidates.
IIT Ropar Post Graduate Certificate in Artificial Intelligence & Deep Learning Fee Structure
Description | Amount |
IIT Ropar Post Graduate Certificate in Artificial Intelligence & Deep Learning | Rs. 2,50,000 + 18% GST |
Total | Rs. 2,95,000 |
Eligibility Criteria
Educational Qualification
- Any candidate who wants to enroll for the IIT Ropar Post Graduate Certificate in Artificial Intelligence & Deep Learning program must have a bachelor's degree with at least 50% marks in total.
- There is no coding experience required for getting admission to this course
Work Experience
The candidates must possess a professional working experience of a minimum of 2 years mainly in the domain software.
Certification Qualifying Details
All students must attend 96 hours of instruction, watch all pre-recorded videos, complete at least 1 assignment, projects from different industries, and a minimum of 60% marks in the quiz held to be able to receive dual certificates of completion.
What you will learn
Once candidates complete studying that IIT Ropar Post Graduate Certificate in Artificial Intelligence & Deep Learning Course they will be able to do the following things:
- Candidates will learn about artificial intelligence and its application.
- They will learn about data science, and the various tools required to hand;e data.
- Students will be able to understand and have hands-on experience using machine learning models including image recognition.
- Candidates will also learn about natural language processing, and how deep learning can be applied to prepare speech recognition applications.
Who it is for
Whoever is interested in admission to the IIT Ropar Post Graduate Certificate in Artificial Intelligence & Deep Learning online course does not need any specific background. All they need is the interest to learn artificial intelligence and deep learning concepts and get jobs by doing skill development.
Admission Details
For details regarding admission to the IIT Ropar Post Graduate Certificate in Artificial Intelligence & Deep Learning certification by Times Pro candidates may see the details explained below:
- Students can come, and visit the official website of the course.
- Next, they must click on ‘apply now’ to get started with the admission process.
- Then they must fill up the application form fully with all the details.
- Next, candidates will have to sit for an application screening admission test.
- Then an interview will be held after the test.
- The final decision will be informed to the students.
Application Details
The candidates who are interested to get admitted to the course will have to complete a form that will ask them to fill up details like name, phone number, email address, and city, and then finally hit the ‘apply now button to proceed further with the application form.
The Syllabus
- AI in the context of emerging technologies
- AI applications
- History and evolution of AI
- AI in industry
- Future with AI
- Getting Started with Python
- Hands-on Linear Algebra with NumPy
- Hands-on Data Pre-Processing using Pandas
- Data Visualization using Python
- Handling text data
- What is Data Science?
- Big Data Technologies
- Exploratory Data Analysis
- Data Pre-processing
- Data Visualization
- What is Machine Learning?
- Supervised Learning: Linear Regression, Logistic Regression, Decision Trees, SVM
- Unsupervised Learning: Clustering
- Text Analytics
- Case studies/hands-on practice
- Tensorflow installation/setup – Tensorflow 1.x and 2.x
- Tensorflow programming concepts
- Computational graphs and sessions
- Tensorflow 2.x new features
- Introduction to Neural Networks
- Biological neuron
- Perceptron structure
- Perceptron training
- Back propagation
- Deep Neural Networks - multilayer
- Keras API
- Hands-on Practice
- 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
- How speech recognition works?
- Natural Language Processing
- Recurrent Neural Networks - RNN
- Chatbots
- Alexa skills
- Transformers
- Case Studies / Hands-on Practice
- Drone Principle
- Visual, Audio-Visual Deepfake and its future
- Other AI Application
- Classification of chest X-rays
- Build a chat bot catering to customer service
Evaluation process
Only a quiz is held after the learner completes attending the lectures, and completes all the assignments. It is mandatory that the students secure at least 60% marks in the final quiz to be eligible to receive the certificate of completion by Times Pro, IIT Ropar.
Instructors
IIT Ropar (IIT-RPR) Frequently Asked Questions (FAQ's)
The classes for this course are held on Saturdays and Sundays from 11 A.M - 1:00 PM for 6 months.
The students are awarded certificates in a convocation ceremony that is held at the IIT Ropar campus.
The weightage of attendance is 10% for the IIT Ropar Post Graduate Certificate in Artificial Intelligence & Deep Learning certification.
All the candidates have to complete 8 projects while learning this course.
Yes, career support is provided to candidates who have successfully completed learning the course, and awarded the certificate.