Certificate Program on Machine Learning from IIIT Hyderabad

IIIT Hyderabad is offering a four-semester long online program leading ot Certificate of Proficiency in Modern Machine Learning for the benefit of UG students pursuing any branch of engineering/technology at institutes affiliated to AICTE. This live and interactive online program, spanning four semesters, is planned to train students who are academically proficient in their respective branch of study.

Each semester includes a 12-week training course covering 36 hours of theory and 24 hours of tutorials on modern machine learning and its applications. Lecture sessions and tutorials would be live and interactive sessions with students. The fourth semester would include a CapStone project to enable students create their own solution to existing problems in an innovative way deploying AI/ML techniques or tools.

All courses feature live online lectures, weekly tutorial sessions, online quizzes, module-wise exams, and monthly project assignments. A transcript for completion of the course would be issued at the end of every semester.

Upon completion of the four semester long program, all students would receive a Certificate of Competency in Modern Machine Learning from IIIT Hyderabad.

Autonomous institutes or deemed-to-be Universities are welcome to acknowledge these courses as either add-on, honors or minor specialisation courses and are free to issue certification to these programs. Prior permission from IIIT Hyderabad is not essential.

Key Highlights
No of Courses : 03 (01 per semester) + 01 Capstone Project
Theory, Tutorials : Live, Interactive online sessions
Credit Weight for each Add-on Course : 5 (3-Theory, 2-Practical)
Mode of Evaluation : Continuous

Eligibility: UG Engineering students in second/third year of their B Tech program (any branch)
Exams/Quizzes : Online
No of Hours/Week : 6 (3-Theory, 2-Tutorials, 1-Exam)
Course Delivery, Examination and Monitoring: iHub-Data, IIIT Hyderabad

Curriculum

Introduction to Machine Learning
Machine Learning Components – Data, Model, Evaluation
Nearest Neighbor Classification
ML Protocol and Retrieval
Decision Trees
Linear Classifier
SVM
Representing Texual Data
Perceptrons and gradient descent
Regression
Clustering
Feature selection and PCA
Multi-Layer perceptron
Probabilistic ML models
Deep Learning Architectures

Certification upon completion of program – IIIT Hyderabad
Fee per student : Rs 9000 (+ 18% GST)

Grading Policy

25% weightage for assignments (github)
75% weightage for examinations (online)
——————————————————
Grades
Less than 40% – No certificate
40 – 59% – Completion Certificate
60 – 74% – B Grade
75 – 89% – A Grade
90% above – Outstanding

Examination Date:

Module Number	Examination Date	Time
PREPARATORY	08.10.2024	8.00 to 9.00 pm
MODULE 1	13.09.2024	8.00 to 9.00 pm
MODULE 2	11.10.2024	8.00 to 9.00 pm
MODULE 3	08.11.2024	8.00 to 9.00 pm
MODULE 4	06.12.2024	8.00 to 9.00 pm
MODULE 5	03.01.2025	8.00 to 9.00 pm
MODULE 6	24.01.2025	8.00 to 9.00 pm
MODULE 7	21.02.2025	8.00 to 9.00 pm
MODULE 8	21.03.2025	8.00 to 9.00 pm
MODULE 9	18.04.2025	8.00 to 9.00 pm

Admissions for the 2024 batch are now closed.

Contact Person:
Ms Faheema V V
Email: faheema.vv@ihub-data.iiit.ac.in
Phone: 040 6653 1787

In the news: https://www.iiit.ac.in/news/AI/ML-training-programs/

Examination Score:

HUB ID	Module 9	Module 8	Module 7	Module 6	Module 5	Module 4	Module 3	Module 2	Module 1	PREPARATORY
HUB20240144	48	49	45	38	39	A	44	42	32	50
HUB20240145	43	40	45	A	43	A	42	35	31	31
HUB20240146	49	A	48	A	42	A	A	43	43	47
HUB20240147	A	48	48	40	42	42	45	44	41	45
HUB20240148	A	48	46	A	A	45	47	44	A	44
HUB20240149	47	46	47	A	45	47	46	45	A	43
HUB20240151	49	47	A	41	43	46	44	44	42	43
HUB20240152	45	42	42	30	42	41	38	40	35	43
HUB20240153	46	A	46	41	44	47	48	46	43	47
HUB20240154	45	43	43	A	41	41	37	36	35	43
HUB20240155	43	48	A	37	45	44	47	44	39	46
HUB20240156	48	48	45	A	A	45	39	45	40	46
HUB20240157	48	47	45	40	46	44	42	44	40	49
HUB20240158	48	48	45	41	44	44	48	43	43	46
HUB20240159	48	47	48	37	46	A	46	46	A	45
HUB20240160	38	44	38	36	43	43	A	A	37	37
HUB20240161	A	A	10	18	A	A	A	A	38	47
HUB20240162	A	26	A	A	A	A	A	A	A	19
HUB20240163	47	44	47	38	44	42	A	45	36	44
HUB20240164	49	47	44	38	43	46	44	46	35	29
HUB20240165	49	44	48	28	A	32	47	46	42	46
HUB20240166	45	45	38	28	A	A	A	28	23	33
HUB20240168	44	41	37	36	A	A	A	18	29	39
HUB20240169	47	48	48	42	44	47	44	47	A	46
HUB20240172	46	48	48	41	45	45	45	45	43	A
HUB20240173	47	41	46	36	44	45	43	42	A	A
HUB20240174	40	38	32	27	40	39	45	33	28	A
HUB20240175	A	A	A	A	A	A	A	A	26	A