One Month International Bioinformatics Workshop on - AI & Machine learning for Drug Discovery (7th Ed.) 2025 by Decode Life

Registration is open for one month Bioinformatics Workshop by DE<code>LIFE

Duration : 29 March - April 22, 2025

Registration Link - https://decodelife.co.in/

Fees: Rupees 1300 for Indian Participants /USD 30 for International Participants.

Timing : 7. 00 PM Indian standard time.

Schedule

Date	Topics
29 March, 2025	Introduction to Linux Environment
30 March, 2025	Advanced Linux commands
31 March, 2025	Overview of Drug Discovery & Development ;Structure & Ligand Based Drug Discovery
1 April, 2025	Basics of Programming-1 (Python )
2 April, 2025	Basics of Programming-1 (Python )
3 April, 2025	Basics of Programming-1 (Python )
4 April, 2025	OFF
5 April, 2025	Introduction to QSAR and Machine Learning
6 April, 2025	Calculating molecular descriptors, Feature Selection and Preprocessing,
7 April, 2025	Building QSAR models : Linear regression models Decision trees and random forests Implementing basic QSAR model
8 April, 2025	Building QSAR Models (Part 2) Support Vector Machines (SVM) Artificial Neural Networks (ANN) Implementing advanced QSAR models
9 April, 2025	Model Validation and Optimization Cross-validation techniques Hyperparameter tuning Validating and optimizing QSAR models
10 April, 2025	Interpretation and Application Interpreting QSAR models Applying models to new compounds End-to-end QSAR analysis
11 April, 2025	OFF
12 April, 2025	Analysis/Visualization Software : Pymol
13 April, 2025	Molecular Docking Tools : Autodock4, Vina
14 April, 2025	Molecular Dynamics : Gromacs
15 April, 2025	Molecular Dynamics : Gromacs
16 April, 2025	Molecular Dynamics : Gromacs
17 April, 2025	OFF
18 April, 2025	Introduction to DeepPurpose Library : Environment Preparation Setting up DeepPurpose environment Basic concepts of deep learning for drug discovery
19 April, 2025	OFF
20 April, 2025	OFF
21 April, 2025	Data Preparation Preparing datasets for DeepPurpose Data preprocessing for drug-target interaction prediction
22 April, 2025	Drug-Target Interaction (DTI) Prediction Introduction to DTI prediction models Implementing basic DTI models Running a DTI prediction task