An Introduction to Artificial Intelligence
Explore the intricacies of Artificial Intelligence to build on an advanced career taught in An Introduction to Artificial Intelligence certification course.
Online
12 Weeks
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
An Introduction to Artificial Intelligence certification by IIT Delhi is an FDP-approved course that runs for 12-weeks. Based on AI and Data Science, this AICTE study has been developed by the Indian Institute of Technology, Delhi. Students can learn from the video lectures and references given by the mentor of the programme.
Students will learn various concepts, philosophies, and models that fall under the An Introduction to Artificial Intelligence certification course. Per week, one learning module is assigned for the duration of the course. It comprehensively touches on algorithms, reinforcement learning, decision processes, deep learning, artificial intelligence, and Data Science.
Prof. Mausam, Associate professor of Computer Sciences at IIT Delhi and available on Swayam, instructs the course. Candidates need to pay a fee to write the certification exam. For the An Introduction to Artificial Intelligence certification, learners need to secure an average score, which is ascertained through assignments and the written test. Students shall receive an e-certificate for fulfilling the requirements.
The Highlights
- Online programme by IIT Delhi
- A verified certificate
- Assignments
- Virtual lectures
- Final assessment
- 12-week program
- In-depth learning
- Learning modules
Programme Offerings
- assignments
- Certificate
- proctored exam
- Virtual Learning
- Expert-driven curriculum
- Study references.
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Delhi |
- The An Introduction to Artificial Intelligence certification fees are as follows:
An Introduction to Artificial Intelligence course fee structure -
Head | Amount |
An Introduction to Artificial Intelligence (Course) | FREE |
Certificate exam | Rs 1,000 |
Eligibility Criteria
Students should have an understanding of basic computer and mathematical concepts such as data structures and probability.
Students can avail of An Introduction to Artificial Intelligence certification course by securing 10 or more out of 25 through course assignments and 30 or more out of 75 in the final assessment.
What you will learn
After completing An Introduction to Artificial Intelligence certification syllabus, the candidates will be able to grasp the following concepts.
- AI philosophies
- AI problem modeling
- Bayes nets
- Searches
- Logic
- MDPs
- Algorithms
- Subfields of AI
Who it is for
Students pursuing higher education in computer sciences will benefit from An Introduction to Artificial Intelligence training. Particular areas of study include AI, Data Science, Deep Learning, and Machine learning.
Admission Details
Participants interested to apply for the An Introduction to Artificial Intelligence certification course can use the following guidelines to register:
Step 1: Have a look at the course’s web page through this link:
https://onlinecourses.nptel.ac.in/noc22_cs56/preview
Step 2: Click on the ‘Sign-in/Register’ option as seen at the top of the page.
Step 3: Create an account on SWAYAM using a google, Microsoft, or Facebook account. Applicants can also manually enter a username, password, and mail ID of their choice.
Step 4: Learners can add the An Introduction to Artificial Intelligence online course to their dashboard and start immediately.
Application Details
Applicants need not submit or write a form to learn from An Introduction to Artificial Intelligence certification course. Creating a learning account with SWAYAM using a social media account or email address will suffice.
The Syllabus
- Introduction:
- Philosophy of AI
- Definitions
- Modeling a Problem as Search Problem
- Uninformed Search
- Heuristic Search,
- Domain Relaxations
- Local Search
- Genetic Algorithms
- Adversarial Search
- Constraint Satisfaction
- Propositional Logic & Satisfiability
- Uncertainty in AI
- Bayesian Networks
- Bayesian Networks Learning & Inference
- Decision Theory
- Markov Decision Processes
- Reinforcement Learning
- Introduction to Deep Learning & Deep RL
Evaluation process
Students need to appear for an offline test scheduled at an exam center. An online application form and exam fee of Rs. 1000 needs to be paid.
Instructors
IIT Delhi Frequently Asked Questions (FAQ's)
An Introduction to Artificial Intelligence certification course is an elective type of course.
The exam score is a part of the score analysis. Students also need to score well in the assignments and projects allotted during the course to secure the certificate.
The final score is a sum of the average assignment and exam scores
Associate Professor. Mausam from the Indian Institute of Technology, Delhi is the mentor for the course. He predominantly practices in the field of Computer Science.
The exam fee is optional. Students who wish to receive An introduction to Artificial Intelligence certification by IIT Madras need to pay the fee and appear for the exam.