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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

Programming skillsData science knowledgeKnowledge of Artificial IntelligenceKnowledge of deep learning

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.