ONE MONTH COMPREHENSIVE BIOINFORMATICS TRAINING
Schedule of the workshop
UPSKILL YOUR PORTFOLIO WITH GLOBAL EXPERTS
One Month International Bioinformatics Workshop on : AI & Machine Learning for Drug Discovery (7th Edition) - 2025
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
CEO at Growdea Technologies Pvt Ltd.Indo-Australian Gold fellow at Griffith University, Australia.
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..
7:00 - 8:00 PM IST
29 March - 22 April, 2025
Schedule of Workshop
| Date | Timing | Day | Topics |
| 29-Mar-25 | 7 PM IST | Saturday | Introduction to Linux Environment |
| 30-Mar-25 | 7 PM IST | Sunday | Advanced Linux commands |
| 31-Mar-25 | 7 PM IST | Monday | Overview of Drug Discovery & Development ;Structure & Ligand Based Drug Discovery |
| 01-Apr-25 | 7 PM IST | Tuesday | Basics of Programming-1 (Python ) |
| 02-Apr-25 | 7 PM IST | Wednesday | Basics of Programming-1 (Python ) |
| 03-Apr-25 | 7 PM IST | Thursday | Basics of Programming-1 (Python ) |
| 04-Apr-25 | 7 PM IST | Friday | OFF |
| 05-Apr-25 | 7 PM IST | Saturday | Introduction to QSAR and Machine Learning |
| 06-Apr-25 | 7 PM IST | Sunday | Calculating molecular descriptors, Feature Selection and Preprocessing, |
| 07-Apr-25 | 7 PM IST | Monday | Building QSAR models : ·Linear regression models ·Decision trees and random forests Implementing basic QSAR model |
| 08-Apr-25 | 7 PM IST | Tuesday | Building QSAR Models (Part 2) ·Support Vector Machines (SVM) ·Artificial Neural Networks (ANN) ·Implementing advanced QSAR models |
| 09-Apr-25 | 7 PM IST | Wednesday | Model Validation and Optimization ·Cross-validation techniques ·Hyperparameter tuning ·Validating and optimizing QSAR models |
| 10-Apr-25 | 7 PM IST | Thursday | Building QSAR Models (Part 2) ·Support Vector Machines (SVM) ·Artificial Neural Networks (ANN) ·Implementing advanced QSAR models |
| 11-Apr-25 | 7 PM IST | Friday | Model Validation and Optimization ·Cross-validation techniques ·Hyperparameter tuning ·Validating and optimizing QSAR models |
| 12-Apr-25 | 7 PM IST | Saturday | Analysis/Visualization Software : Pymol |
| 13-Apr-25 | 7 PM IST | Sunday | Molecular Docking Tools : Autodock4, Vina |
| 14-Apr-25 | 7 PM IST | Monday | Molecular Dynamics : Gromacs |
| 15-Apr-25 | 7 PM IST | Tuesday | Molecular Dynamics : Gromacs |
| 16-Apr-25 | 7 PM IST | Wednesday | Molecular Dynamics : Gromacs |
| 17-Apr-25 | 7 PM IST | Thursday | OFF |
| 18-Apr-25 | 7 PM IST | Friday | Introduction to DeepPurpose Library : Environment Preparation ·Setting up DeepPurpose environment ·Basic concepts of deep learning for drug discovery |
| 19-Apr-25 | 7 PM IST | Saturday | OFF |
| 20-Apr-25 | 7 PM IST | Sunday | OFF |
| 21-Apr-25 | 8 PM IST | Monday | Data Preparation ·Preparing datasets for DeepPurpose ·Data preprocessing for drug-target interaction prediction |
| 22-Apr-25 | 9 PM IST | Tuesday | Day 5: Drug-Target Interaction (DTI) Prediction ·Introduction to DTI prediction models ·Implementing basic DTI models ·Running a DTI prediction task |
Details
Details
Mode of Delivery
Online case-based teaching methodology will be used for all the modules.
Key Features
Each session will be of 75 TO 90 Mins and Video recording of the complete workshop will be provided.
E-certificate will be provided.
Whatsapp contact +91 9996338972 or E-mail- decodelife.co.in@gmail.com
