Capstone Project: Advanced AI for Drug Discovery

via Coursera

Coursera

1500 Courses


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Overview

Embark on a groundbreaking journey through the "Capstone Project: Advanced AI for Drug Discovery" course, available exclusively on Coursera. This intensive course delves deep into the complex world of genome sequencing, with a keen focus on COVID-19 mutations, to unearth potential drug therapy targets. You'll engage in a step-by-step exploration, starting from comparing virus genome sequences to uncover similarities, and advancing towards innovative techniques like Principal Component Analysis (PCA) for reducing data dimensions and K-means clustering in Python to efficiently categorize virus lineages. The pinnacle of this course involves predicting sequence similarities to isolate targeted subsequences for drug development. Designed with practicality in mind, each module is supplemented with programming assignments, insightful guide videos, and useful tips, ensuring a comprehensive learning experience. Dive into this specialized curriculum listed under Artificial Intelligence Courses, Pharmacology Courses, and Genomics Courses, and pave your path towards contributing significant advancements in disease combat through genome sequencing.

Syllabus


Taught by

Rajvir Dua and Neelesh Tiruviluamala


Tags

provider Coursera

Coursera

1500 Courses


Coursera

pricing Free Online Course (Audit)
language English
duration 12 hours
sessions On-Demand
level Intermediate