Domain Certification
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Domain : Data Science (Minimum 60 Weeks)

Core Courses

You have to complete 3 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 106106212 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
106106145 OR
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
2 110106072 Introduction to Data Analytics Prof. Nandan Sudarsanam,
Prof. Balaraman Ravindran		 IIT Madras 8 weeks noc17-mg24
noc16-mg06
noc15-mg05
 -
106106179 OR
Data Science for Engineers 		Prof. Ragunathan Rengasamy, Prof. Shankar Narasimhan IIT Madras 8 weeks noc23-cs17
noc22-cs72
noc22-cs28
noc21-cs69
noc21-cs23
noc20-cs72
noc20-cs28
noc19-cs60
noc19-cs13
noc18-cs28
 noc23_cs97
106107220 OR
Data Analytics with Python 		Prof. A. Ramesh IIT Roorkee 12 weeks noc23-cs08
noc22-cs08
noc21-cs45
noc20-cs46
 -
3 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 3 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 106106126 Artificial Intelligence : Search Methods For Problem solving Prof. Deepak Khemani IIT Madras 12 weeks noc19-cs83
noc18-cs51
noc17-cs30
noc16-cs08
noc15-cs11
 -
106102220 OR
An Introduction to Artificial Intelligence 		Prof. Mausam IIT Delhi 12 weeks noc23-cs05
noc22-cs56
noc21-cs42
noc20-cs42
 -
4 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
 -
5 106105216 Computer Vision Prof. Jayanta Mukhopadhyay IIT Kharagpur 12 weeks noc22-cs89
noc21-cs101
noc19-cs58
 noc23_cs77
6 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
 -
7 106106213 Practical Machine Learning with Tensorflow Prof. Ashish Tendulkar Prof. B. Ravindran IIT Madras & Google 8 weeks noc20-cs95
noc20-cs44
noc19-cs81
 -
8 106101224 Learning Analytics Tools Prof. Ramkumar Rajendran IIT Bombay 12 weeks noc22-ge26
noc21-ge21
noc20-cs89
 noc23_ge42
9 106104233 Probability for Computer Science Prof. Nitin Saxena IIT Kanpur 8 weeks noc21-cs104
 -