Domain Certification
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Domain : Data Science (Minimum 60 Weeks)

Core Courses

You have to complete 3 core courses

Sl No Nptel CourseId Course Name SME Name Institute Course Duration Previous Run Jun-2020
1 106106212 Python for Data Science Prof. Raghunathan Rengasamy IIT Madras 4 weeks noc20-cs36
noc19-cs59
noc20-cs80
106106145 OR
Programming, Data Structures and Algorithms in Python
Prof. Madhavan Mukund Chennai Mathematical Institute 8 weeks noc20-cs26
noc19-cs40
noc19-cs08
noc18-cs34
noc18-cs21
noc17-cs28
noc17-cs10
noc16-cs11
noc20-cs70
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 noc20-cs28
noc19-cs60
noc19-cs13
noc18-cs28
noc20-cs72
106107220 OR
Data Analytics with Python
Prof. A. Ramesh IIT Roorkee 12 weeks noc20-cs46
-
3 106105152 Introduction to Machine Learning Prof. Sudeshna Sarkar IIT Kharagpur 8 weeks noc19-cs52
noc18-cs40
noc17-cs26
noc16-cs18
-
106106139 OR
Introduction to Machine Learning
Prof. Balaraman Ravindran IIT Madras 12 weeks noc20-cs29
noc19-cs53
noc18-cs26
noc17-cs17
noc16-cs03
noc20-cs73

Elective Courses

You have to complete 3 elective courses

Sl No Nptel CourseId Course Name SME Name Institute Course Duration Previous Run Jun-2020
1 106106184 Deep Learning Prof. Mitesh Khapra IIT Madras 12 weeks noc20-cs50
noc19-cs85
noc18-cs41
-
106105215 OR
Deep Learning
Prof. Prabir Kumar Biswas IIT Kharagpur 12 weeks noc20-cs11
noc19-cs54
noc20-cs62
106106224 OR
Deep Learning for Computer Vision
Prof. Vineeth N Balasubramanian IIT Hyderabad 12 weeks noc20-cs88
2 106106143 Reinforcement Learning Prof. Balaraman Ravindran IIT Madras 12 weeks noc20-cs51
noc19-cs55
noc18-cs27
noc16-cs09
noc20-cs74
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
noc20-cs81
106102220 OR
An Introduction to Artificial Intelligence
Prof. Mausam IIT Delhi 12 weeks noc20-cs42
-
4 106106140 Artificial Intelligence: Knowledge Representation and Reasoning Prof. Deepak Khemani IIT Madras 12 weeks noc20-cs30
noc19-cs19
noc18-cs18
noc17-cs04
noc16-cs02
-
5 106105216 Computer Vision Prof. Jayanta Mukhopadhyay IIT Kharagpur 12 weeks noc19-cs58
-
6 106105158 Natural Language Processing Prof. Pawan Goyal IIT Kharagpur 12 weeks noc19-cs56
noc17-cs03
-
106106211 OR
Applied Natural Language Processing
Prof. Ramaseshan R Chennai Mathematical Institute 12 weeks noc19-cs57
noc20-cs87
7 106106213 Practical Machine Learning with Tensorflow Prof. Ashish Tendulkar Prof. B. Ravindran IIT Madras & Google 8 weeks noc20-cs44
noc19-cs81
noc20-cs95
8 106101224 Learning Analytics Tools Prof. Ramkumar Rajendran IIT Bombay 12 weeks noc20-cs89