Day 3 : Biology and Chemistry Basics for AI/ML, Brief review of

Recorded Sessions of AI & ML in Drug Discovery Training 14 Days

Day 1 : Introduction to Drug Discovery, Overview of drug development phases. Importance of target identification and validation (68:05)
Day 2: Introduction to AI/ML in Drug Discovery, Basic concepts of artificial intelligence and machine learning. Overview of how AI/ML is transforming drug discovery (57:21)
Day 3 : Biology and Chemistry Basics for AI/ML, Brief review of molecular biology and biochemistry concepts. Key biological and chemical terms relevant to drug discovery. (55:04)
Day 4: Supervised Learning in Drug Discovery, Overview of supervised learning algorithms. (62:34)
Day 5 : Deep Learning in Drug Discovery, Introduction to neural networks. Applications of deep learning in drug discovery. (57:36)
Day 6 : Cheminformatics, Overview of chemical informatics tools. Molecular docking and virtual screening. (62:17)
Day 7: Bioinformatics Drug Database and its relevance. Structural bioinformatics tools. (59:22)
Day 8 : Explore Python coding for drug discovery (57:14)
Day 9: Explore Python coding for drug discovery (47:07)
Day 10: Real-world Case Studies and Practical Applications (62:22)
Day 11: Analyzing successful AI/ML applications in drug discovery. Challenges and limitations in implementation. (70:42)
Day 12: Practical Sessions using GitHub repository Hands-on exercises using relevant tools and datasets. (58:11)
Day 13 :Group projects focusing on specific drug discovery problems. (50:07)
Day 14: Group projects focusing on specific drug discovery problems. (59:18)
Test Link
7th March 2024 (57:12)
12th march 2024 (54:36)
14th March 2024 (54:05)
19th March 2024 (49:11)
21st march 2024 (56:06)
26th March 2024 (50:40)
28th March 2024 (36:51)
02nd April 2024 (36:36)
4th April 2024 (49:10)
09th April 2024 (44:48)
11th April 2024 (75:38)
12th April 2024 (57:06)
15th April 2024 (57:30)
16th April 2024 (60:00)
17th April 2024 (61:13)
18th April 2024 (59:25)
19th April 2024 (91:01)
22th April 2024 (58:14)
23rd April 2024 (76:33)
24th April 2024 (56:16)
25th April 2024 (43:22)
26th April 2024 (37:08)
29th April 2024 (53:19)
30th April 2024 (37:24)

Day 3 : Biology and Chemistry Basics for AI/ML, Brief review of molecular biology and biochemistry concepts. Key biological and chemical terms relevant to drug discovery.