One Month International Bioinformatics Workshop on : AI & Machine Learning for Drug Discovery (7th Edition) - 2025

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DECODE LIFE WORKSHOP

Workshop Highlights

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Upskilling

Workshop will help in learning core Bioinformatics skills for cutting edge research.

Workshop Material

Workshop material along with video recording of each session.

Networking

Instructor and participants will be from different corners of the world where participants will be encouraged for collaborations.

Global Instructors

Instructors from diverse global institutions.

GLOBAL EXPERTS MEET UP

Course Trainers

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Dr. Avinash Mishra

CEO at Growdea Technologies Pvt Ltd.Indo-Australian Gold fellow at Griffith University, Australia.
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Dr. Salman

Postdoctoral Research Fellow, Albert Einstein College of Medicine, New York
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Dr. Shivangi Agarwal

Post Doctoral Associate at University of Illinois, Chicago, USA
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Akshat Jha

Computational Biologist | Bioinformatics & Data Science Enthusiast
1669813401665

Shreyansh Suyash

Computational Biologist | Bioinformatics & Data Science Enthusiast

OUR EXPERIENCE

Who we are

 Decode life is a group of enthusiastic researchers, who are aimed to (de)code the life sciences. Our goal is to create a self sustained system through cross learning and joining hands together to address the problems that matter the most. With the availability of large data, Bioinformatics has become an integral part for almost every biomedical lab. We wanted to fill in the niche and train the next generation of data scientists..

ONE MONTH COMPREHENSIVE BIOINFORMATICS TRAINING

Schedule of the workshop

UPSKILL YOUR PORTFOLIO WITH GLOBAL EXPERTS

From

29 March, 2025

To

22 April, 2025

7:00 - 8:00 PM IST
29 March - 22 April, 2025
Schedule of Workshop
DateTimingsTopics
29 March, 20257:00 PMIntroduction to Linux Environment
30 March, 20257:00 PMAdvanced Linux commands
31 March, 20257:30 PMOverview of Drug Discovery & Development ;Structure & Ligand Based Drug Discovery
1 April, 20257:30 PMBasics of Programming-1 (Python )
2 April, 20257:30 PMBasics of Programming-1 (Python )
3 April, 20257:30 PMOFF
4 April, 20257:30 PMIntroduction to QSAR and Machine Learning
5 April, 20257:30 PMCalculating molecular descriptors, Feature Selection and Preprocessing,
6 April, 20257:30 PMBasics of Programming-1 (Python )
7 April, 20257:30 PMBuilding QSAR models : Linear regression models
Decision trees and random forests
Implementing basic QSAR model
8 April, 20257:30 PMBuilding QSAR Models (Part 2)
Support Vector Machines (SVM)
Artificial Neural Networks (ANN)
Implementing advanced QSAR models
9 April, 20257:30 PMModel Validation and Optimization
Cross-validation techniques
Hyperparameter tuning
Validating and optimizing QSAR models
10 April, 20257:30 PMBuilding QSAR Models (Part 2)
Support Vector Machines (SVM)
Artificial Neural Networks (ANN)
Implementing advanced QSAR models
11 April, 20257:30 PMModel Validation and Optimization
Cross-validation techniques
Hyperparameter tuning
Validating and optimizing QSAR models
12 April, 20257:30 PMAnalysis/Visualization Software : Pymol
13 April, 20257:30 PMMolecular Docking Tools : Autodock4, Vina
14 April, 20257:30 PMMolecular Dynamics : Gromacs
15 April, 20257:30 PMMolecular Dynamics : Gromacs
16 April, 20257:30 PMMolecular Dynamics : Gromacs
17 April, 20257:30 PMOFF
18 April, 20257:30 PMIntroduction to DeepPurpose Library : Environment Preparation
Setting up DeepPurpose environment
Basic concepts of deep learning for drug discovery
19 April, 20257:30 PMOFF
20 April, 20257:30 PMOFF
21 April, 20257:30 PMData Preparation
Preparing datasets for DeepPurpose
Data preprocessing for drug-target interaction prediction
22 April, 20257:30 PMDay 5: Drug-Target Interaction (DTI) Prediction
Introduction to DTI prediction models
Implementing basic DTI models
Running a DTI prediction task
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FAQ
Indian Participants

₹ 1300

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International Participants

$ 30

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