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DSTC Learning Path

Applied AI for Scientists Path

The on-ramp for the research crowd: applied ML without heavy maths, then computer vision, AI-assisted scientific writing, generative AI and a multi-omics application to branch into a specialist path.

🎯 5 courses, in sequence 👥 Any researcher adding AI to their work — no maths background needed
Step 1
Applied ML Fundamentals (No Math Overload)

Applied ML Fundamentals (No Math Overload)

Foundation ⏱ 3 Weeks

Applied ML Fundamentals (No Math Overload) is a Beginner-level, 3 Weeks online program by DSTC. Master Applied, Education, Fundamentals through hands-on projects, real datasets, and expert…

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Step 2
Deep Learning for Histopathology Image Analysis

Deep Learning for Histopathology Image Analysis

Advanced Postgrad ⏱ 3 Days

Deep Learning for Histopathology Image Analysis is a Moderate-level, 3 Days (1.5 Hours Per Day) online program by DSTC. Master Deep Learning, Histopathology, Image Analysis, Digital…

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Step 3
Creative Writing of a Science Manuscript

Creative Writing of a Science Manuscript

Foundation ⏱ 4 Weeks

Creative Writing of a Science Manuscript is a beginner-level, 1 Month online course by DSTC. Master key concepts and practical skills in Science & Technology through…

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Step 4
Large Language Models (LLMs) and Generative AI

Large Language Models (LLMs) and Generative AI

Graduate / Intermediate ⏱ 3 Days

Large Language Models (LLMs) and Generative AI is an intermediate-level, 3 Days online course by DSTC. Master key concepts and practical skills in Natural Language Processing…

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Step 5
AI-Powered Multi-Omics Data Integration for Biomarker Discovery

AI-Powered Multi-Omics Data Integration for Biomarker Discovery

Graduate / Intermediate ⏱ 3 Days

AI-Powered Multi-Omics Data Integration for Biomarker Discovery is an intermediate-level, 3 Days (1.5 Hours Per Day) online course by DSTC. Master key concepts and practical skills…

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Follow the whole path, earn every certificate

Complete the sequence to build a portfolio-ready, government-registered credential set in Applied AI for Scientists Path.

Begin with Step 1 →

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