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. 15 hours to complete

Suggested: 4-5 hours/week...

English

Subtitles: 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. 15 hours to complete

Suggested: 4-5 hours/week...

English

Subtitles: English

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
2 hours to complete

Midterm Exam

2 hours to complete
1 practice exercise
Midterm Exam1h 30m
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

Reviews

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Offered by

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Icahn School of Medicine at Mount Sinai

Frequently Asked Questions

  • Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.

  • When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

More questions? Visit the Learner Help Center.