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DSTC-01022 Online (e-LMS) Advanced Postgrad

AI-Powered 3D Cell Culture, Organoids & Biofabrication: From Scaffold Design to Drug Screening

by - DSTC

Master AI-Powered 3D Cell Culture, Organoids & Biofabrication: From Scaffold Design to Drug Screening in 4 weeks through hands-on, project-based online training with DSTC.

★★★★★ Be the first to review • 3 Days · 4.5 hrs • e-Certificate Included
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From ₹2,500 + GST

Programme Parameters

Educational Level:
Advanced Postgrad
Duration & Workload:
3 Days (4.5 Hrs)
Delivery Mode:
Online (e-LMS)
Prerequisites:
• Prior working knowledge of the field and comfort with core tools and quantitative reasoning.
• A laptop or desktop with a stable internet connection.
• Willingness to complete assignments and the capstone project.

About This Course

This course provides a comprehensive introduction to the use of AI in designing and optimizing 3D cell culture systems, organoid models, and biofabrication processes. Every participant receives a verified e-Certificate and e-Marksheet from the Deep Science & Technology Consortium.

🎯 Program Aim

This course provides a comprehensive introduction to the use of AI in designing and optimizing 3D cell culture systems, organoid models, and biofabrication processes.

📋 Course Objectives

1. Translate biotechnology theory into practical, reproducible analysis.
2. Produce a reproducible, portfolio-ready project you can cite in a thesis, paper, or job application.

👥 Who Should Enroll?

• Master's and senior undergraduate students specializing in biotechnology
• R&D engineers and working professionals applying biotechnology in industry
• Academics and educators building research or teaching capacity in biotechnology

🚀 Key Learning Outcomes

• Tangible, reproducible biotechnology work to show supervisors or employers.
• A verified e-Certificate of competency and e-Marksheet from the Deep Science & Technology Consortium.

💎 What You'll Gain

🎥

Live & Recorded Sessions

Lifetime access to class recordings
🎓

e-Certificate on Completion

Cryptographically verified credential
💬

Post-Programme Support

Direct access to mentors & council
💻

Hands-On Experience

Notebooks, real-world code & datasets

Curriculum Outline

Module 1 Outline

Day 1 – AI‑Enhanced Scaffold Design & 3D Cell Culture

Explore differences between 2D and 3D cell culture models • Apply AI tools (ChatGPT, Gemini) for scaffold material selection • Create porous scaffold prototypes using Tinkercad or OpenSCAD

Module 2 Outline

Day 2 – AI in Bioprinting, Organoids & Microfluidics

Understand 3D bioprinting workflows and applications • Optimize bioprinting parameters with LangChain + Streamlit • Design micro‑fluidic systems for dynamic tissue‑on‑a‑chip studies

Module 3 Outline

Day 3 – AI‑Powered Bioimage Analysis, Drug Screening & Clinical Translation

Segment and analyze organoid images using Fiji/ImageJ, Cellpose, DeepImageJ • Model drug response curves and calculate IC50 values • Translate findings into precision oncology and personalized medicine strategies

Technical Specifications

ParameterRequirement
Covered Tool / PlatformChatGPT
Covered Tool / PlatformGemini
Covered Tool / PlatformTinkercad
Covered Tool / PlatformOpenSCAD
Covered Tool / PlatformGoogle Colab
Covered Tool / PlatformSlic3r
Covered Tool / PlatformUltimaker Cura
Covered Tool / PlatformLangChain
Covered Tool / PlatformStreamlit
Covered Tool / PlatformFiji/ImageJ

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.

Learners should have a foundational understanding of biotechnology concepts. Familiarity with basic tools and programming is recommended.

You will have access to all course materials for the duration of 3 days. 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 biotechnology. Our mentors are industry experts and experienced professionals. Enroll in AI-Powered 3D Cell Culture, Organoids & Biofabrication: From Scaffold Design to Drug Screening 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 biotechnology skills that matter.

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