Domain Certification
Back

Domain : Artificial Intelligence (Minimum 60 Weeks)

Core Courses

You have to complete 4 core courses

Please choose one course against each serial number for completing a core where there are multiple courses in a serial number

Sl No Nptel CourseId Course Name SME Name Institute Course Duration Previous Run Jul-Dec 2023
1 106106226 Artificial Intelligence Search Methods For Problem Solving Prof. Deepak Khemani IIT Madras 12 weeks noc22-cs67
noc21-cs79
noc20-cs81
 noc23_cs92
106102220 OR
An Introduction to Artificial Intelligence 		Prof. Mausam IIT Delhi 12 weeks noc23-cs05
noc22-cs56
noc21-cs42
noc20-cs42
 -
2 106106140 Artificial Intelligence: Knowledge Representation and Reasoning Prof. Deepak Khemani IIT Madras 12 weeks noc23-cs09
noc22-cs02
noc21-cs26
noc20-cs30
noc19-cs19
noc18-cs18
noc17-cs04
noc16-cs02
 -
3 106106145 Programming, Data Structures and Algorithms in Python Prof. Madhavan Mukund Chennai Mathematical Institute 8 weeks noc23-cs15
noc22-cs70
noc22-cs26
noc21-cs67
noc21-cs21
noc20-cs70
noc20-cs26
noc19-cs40
noc19-cs08
noc18-cs34
noc18-cs21
noc17-cs28
noc17-cs10
noc16-cs11
 noc23_cs95
106106212 OR
Python for Data Science 		Prof. Raghunathan Rengasamy IIT Madras 4 weeks noc23-cs21
noc22-cs74
noc22-cs32
noc21-cs78
noc21-cs33
noc20-cs80
noc20-cs36
noc19-cs59
 noc23_cs99
4 106105152 Introduction to Machine Learning Prof. Sudeshna Sarkar IIT Kharagpur 8 weeks noc22-cs97
noc21-cs85
noc19-cs52
noc18-cs40
noc17-cs26
noc16-cs18
 noc23_cs87
106106139 OR
Introduction to Machine Learning 		Prof. Balaraman Ravindran IIT Madras 12 weeks noc23-cs18
noc22-cs73
noc22-cs29
noc21-cs70
noc21-cs24
noc20-cs73
noc20-cs29
noc19-cs53
noc18-cs26
noc17-cs17
noc16-cs03
 noc23_cs98

Elective Courses

You have to complete 2 elective courses

For the number of electives to be taken
Please choose one course against each serial number for completing an elective where there are multiple courses in a serial number

Sl No Nptel CourseId Course Name SME Name Institute Course Duration Previous Run Jul-Dec 2023
1 106106184 Deep Learning Prof. Mitesh Khapra IIT Madras 12 weeks noc23-cs24
noc22-cs35
noc22-cs124
noc21-cs76
noc21-cs35
noc20-cs50
noc19-cs85
noc18-cs41
 noc23_cs110
106105215 OR
Deep Learning 		Prof. Prabir Kumar Biswas IIT Kharagpur 12 weeks noc23-cs56
noc22-cs22
noc21-cs05
noc20-cs62
noc20-cs11
noc19-cs54
 noc23_ee131
106106224 OR
Deep Learning for Computer Vision 		Prof. Vineeth N Balasubramanian IIT Hyderabad 12 weeks noc22-cs76
noc21-cs93
noc20-cs88
 noc23_cs126
2 106106143 Reinforcement Learning Prof. Balaraman Ravindran IIT Madras 12 weeks noc23-cs23
noc22-cs75
noc22-cs34
noc21-cs71
noc21-cs25
noc20-cs74
noc20-cs51
noc19-cs55
noc18-cs27
noc16-cs09
 noc23_cs100
3 106106158 AI:Constraint Satisfaction Prof. Deepak Khemani IIT Madras 8 weeks noc23-cs14
noc22-cs06
noc21-cs27
noc18-cs19
noc17-cs12
 -
4 106105216 Computer Vision Prof. Jayanta Mukhopadhyay IIT Kharagpur 12 weeks noc22-cs89
noc21-cs101
noc19-cs58
 noc23_cs77
5 106105158 Natural Language Processing Prof. Pawan Goyal IIT Kharagpur 12 weeks noc23-cs45
noc22-cs98
noc21-cs102
noc19-cs56
noc17-cs03
 noc23_cs80
106106211 OR
Applied Natural Language Processing 		Prof. Ramaseshan R Chennai Mathematical Institute 12 weeks noc20-cs87
noc19-cs57
 -
6 106106213 Practical Machine Learning with Tensorflow Prof. Ashish Tendulkar Prof. B. Ravindran IIT Madras & Google 8 weeks noc20-cs95
noc20-cs44
noc19-cs81
 -
7 106106244 Affective Computing Prof. Jainendra Shukla Prof. Abhinav Dhal IIIT Delhi 12 weeks noc23-cs36
 -