About this Course

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Learner Career Outcomes

33%

got a tangible career benefit from this course

50%

got a pay increase or promotion
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 8 hours to complete
English

Learner Career Outcomes

33%

got a tangible career benefit from this course

50%

got a pay increase or promotion
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 8 hours to complete
English

Offered by

Placeholder

Icahn School of Medicine at Mount Sinai

Syllabus - What you will learn from this course

Week
1

Week 1

2 hours to complete

The Library of Integrated Network-based Cellular Signatures (LINCS) Program Overview

2 hours to complete
8 videos (Total 78 min), 2 readings
8 videos
The Connectivity Map8m
Geometrical View of the Connectivity Map Concept3m
LINCS Data and Signature Generation Centers12m
BD2K-LINCS Data Coordination and Integration Center4m
Induced Pluripotent Stem Cells (iPSCs)4m
Introduction to LINCS L1000 Data22m
L1000 Characteristic Direction Signature Search Engine (L1000CDS2) Demo13m
2 readings
Syllabus10m
Grading and Logistics10m
26 minutes to complete

Metadata and Ontologies

26 minutes to complete
2 videos (Total 26 min)
2 videos
Introduction to Metadata and Ontologies | Part 220m
24 minutes to complete

Serving Data with APIs

24 minutes to complete
2 videos (Total 19 min)
2 videos
Accessing and Serving Data through RESTful APIs | Part 210m
Week
2

Week 2

19 minutes to complete

Bioinformatics Pipelines

19 minutes to complete
1 video (Total 14 min)
1 hour to complete

The Harmonizome

1 hour to complete
4 videos (Total 37 min)
4 videos
Processing Datasets | Part 18m
Processing Datasets | Part 29m
Processing Datasets | Part 37m
Week
3

Week 3

24 minutes to complete

Data Normalization

24 minutes to complete
2 videos (Total 19 min)
2 videos
Data Normalization | Part 213m
1 hour to complete

Data Clustering

1 hour to complete
3 videos (Total 33 min)
3 videos
Data Clustering | Part 2 | Distance Functions 12m
Data Clustering | Part 3 | Algorithms and Evaluation15m
1 hour to complete

Midterm Exam

1 hour to complete
1 practice exercise
Midterm Exam30m
Week
4

Week 4

29 minutes to complete

Enrichment Analysis

29 minutes to complete
3 videos (Total 29 min)
3 videos
Enrichment Analysis | Part 27m
Enrichr Demo9m
1 hour to complete

Machine Learning

1 hour to complete
3 videos (Total 27 min)
3 videos
Introduction to Machine Learning | Part 2 8m
Introduction to Machine Learning | Part 39m

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Frequently Asked Questions

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