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DSTC-01557 Online (e-LMS) Foundation

Computational Drug Discovery & Intensive Genomics

by - DSTC

Master Computational Drug Discovery & Intensive Genomics in 4 weeks through hands-on, project-based online training with DSTC.

β˜…β˜…β˜…β˜…β˜… Be the first to review β€’ 3 Days Β· 4.5 hrs β€’ e-Certificate Included
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From β‚Ή2,500 + GST

Programme Parameters

Educational Level:
Foundation
Duration & Workload:
3 Days (4.5 Hrs)
Delivery Mode:
Online (e-LMS)
Prerequisites:
β€’ No prior experience required β€” basic computer literacy is sufficient.
β€’ A laptop or desktop with a stable internet connection.
β€’ Willingness to complete assignments and the capstone project.

About This Course

This course integrates genomic data analysis and computational drug discovery workflows to guide participants through essential steps like target identification, molecular docking, and drug optimization. Across 4 Weeks, you will build practical fluency in essential steps like target identification and molecular docking, then consolidate everything in a capstone project. Every participant receives a verified e-Certificate and e-Marksheet from the Deep Science & Technology Consortium.

🎯 Program Aim

This course integrates genomic data analysis and computational drug discovery workflows to guide participants through essential steps like target identification, molecular docking, and drug optimization.

πŸ“‹ Course Objectives

1. Develop hands-on skill in essential steps like target identification.
2. Master the fundamentals of molecular docking.
3. Apply biotechnology methods to authentic research and industry problems.
4. Build a defensible project you can showcase to supervisors, reviewers, or employers.

πŸ‘₯ Who Should Enroll?

β€’ Master's and senior undergraduate students specializing in biotechnology
β€’ R&D engineers and working professionals applying biotechnology in industry
β€’ Academics and educators building research or teaching capacity in biotechnology
β€’ Data and computational scientists moving into essential steps like target identification

πŸš€ Key Learning Outcomes

β€’ Confidence to apply essential steps like target identification in real projects.
β€’ Confidence to implement molecular docking in real projects.
β€’ Tangible, reproducible biotechnology work to show supervisors or employers.
β€’ A verified e-Certificate of competency and e-Marksheet from the Deep Science & Technology Consortium.

πŸ’Ž What You'll Gain

πŸŽ₯

Live & Recorded Sessions

Lifetime access to class recordings
πŸŽ“

e-Certificate on Completion

Cryptographically verified credential
πŸ’¬

Post-Programme Support

Direct access to mentors & council
πŸ’»

Hands-On Experience

Notebooks, real-world code & datasets

Curriculum Outline

Module 1 Targets

Target Identification and Validation

β€’ Genomic evidence for target selection, including human genetic support
β€’ Expression, essentiality and dependency screens such as DepMap
β€’ Tractability and the difference between a target and a druggable target

Module 2 Variation

Genomics of Response

β€’ Variant interpretation relevant to drug response and resistance
β€’ Pharmacogenomic markers and their clinical implementation
β€’ Population differences and their consequence for global development

Module 3 Screening

Virtual Screening Pipelines

β€’ Library preparation, filtering and property-based triage
β€’ Docking at scale and rescoring strategies
β€’ Hit triage combining computational and experimental evidence

Module 4 Integration

Multi-Omic Evidence for Programmes

β€’ Transcriptomic and proteomic signatures of mechanism
β€’ Connectivity mapping and drug repurposing signals
β€’ Biomarker hypotheses and their prospective testing

Module 5 Practice

Running the Computational Workflow

β€’ Pipeline reproducibility across compute environments
β€’ Documenting decisions so a programme can be audited later
β€’ Communicating computational evidence to medicinal chemists and biologists

Technical Specifications

ParameterRequirement
Covered Tool / PlatformAutoDock Vina
Covered Tool / PlatformPyRx
Covered Tool / PlatformSchrΓΆdinger Suite
Covered Tool / PlatformGROMACS
Covered Tool / PlatformChemDraw
Covered Tool / PlatformDiscovery Studio
Covered Tool / PlatformADMET Predictor

Frequently Asked Questions

This is an Recorded Lectures (Self-Paced) course delivered via our e-LMS platform. You will have access to pre-recorded video lectures, reading materials, assignments, quizzes, and hands-on projects that you can complete at your own pace.

Yes! Upon successful completion of all modules, assignments, and assessments, you will receive an e-Certification along with an e-Marksheet from DSTC (DSTC) that you can showcase on your CV and LinkedIn profile.

No prior experience is required. This course is designed for beginners and takes you step by step from the basics to advanced topics.

You will have access to all course materials for the duration of 3 Days (1.5 Hours Per Day). The self-paced format allows you to learn according to your own schedule through our online learning management system.

Yes, dedicated mentor support is available throughout the course. You can reach out for doubt-clearing sessions, project guidance, and career advice related to Drug Discovery & Design. Our mentors are industry experts and experienced professionals. Enroll in Computational Drug Discovery & Intensive Genomics today and take the next step in your professional journey. With expert-curated content, practical projects, and industry-recognized certification, this course is your gateway to mastering Drug Discovery & Design skills that matter.

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