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Data Science Courses

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lines of genomic data (dna is made up of sequences of a, t, g, c)
Data Science
Online

Introduction to Linear Models and Matrix Algebra

Learn to use R programming to apply linear models to analyze data in life sciences.

Price
Free*
Duration
4 weeks long
Registration Deadline
Available now
lines of genomic data (dna is made up of sequences of a, t, g, c)
Data Science
Online

Statistics and R

An introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.

Price
Free*
Duration
4 weeks long
Registration Deadline
Available now
lines of genomic data (dna is made up of sequences of a, t, g, c)
Data Science
Online

Statistical Inference and Modeling for High-throughput Experiments

A focus on the techniques commonly used to perform statistical inference on high throughput data.

Price
Free*
Duration
4 weeks long
Registration Deadline
Available now
lines of genomic data (dna is made up of sequences of a, t, g, c)
Data Science
Online

High-Dimensional Data Analysis

A focus on several techniques that are widely used in the analysis of high-dimensional data.

Price
Free*
Duration
4 weeks long
Registration Deadline
Available now
lines of genomic data (dna is made up of sequences of a, t, g, c)
Data Science
Online

Introduction to Bioconductor

The structure, annotation, normalization, and interpretation of genome scale assays.

Price
Free*
Duration
5 weeks long
Registration Deadline
Available now
lines of genomic data (dna is made up of sequences of a, t, g, c)
Data Science
Online

Advanced Bioconductor

Learn advanced approaches to genomic visualization, reproducible analysis, data architecture, and exploration of cloud-scale consortium-generated genomic data.

Price
Free*
Duration
5 weeks long
Registration Deadline
Available now
lines of genomic data (dna is made up of sequences of a, t, g, c)
Data Science
Online

Case Studies in Functional Genomics

Perform RNA-Seq, ChIP-Seq, and DNA methylation data analyses, using open source software, including R and Bioconductor.

Price
Free*
Duration
5 weeks long
Registration Deadline
Available now
Illustration
Computer Science
Online

Quantitative Methods for Biology

Learn introductory programming and data analysis in MATLAB, with applications to biology and medicine.

Price
Free*
Registration Deadline
Available now
Young man sitting at desk with computer and a thought bubble saying, "What did that code do?"
Data Science
Online

Principles, Statistical and Computational Tools for Reproducible Data Science

Learn skills and tools that support data science and reproducible research, to ensure you can trust your own research results, reproduce them yourself, and communicate them to others.

Price
Free*
Registration Deadline
Available now
Stained glass windows arranged in a spiraling shape
Data Science
Online

Data Science: Capstone

Show what you’ve learned from the Professional Certificate Program in Data Science.

Price
Free*
Duration
2 weeks long
Registration Deadline
Available now
Glasses and computer screen
Computer Science
Online

Fundamentals of TinyML

Focusing on the basics of machine learning and embedded systems, such as smartphones, this course will introduce you to the “language” of TinyML.

Price
Free*
Duration
5 weeks long
Registration Deadline
Available now
Arduino Microcontroller photo
Computer Science
Online

Deploying TinyML

Learn to program in TensorFlow Lite for microcontrollers so that you can write the code, and deploy your model to your very own tiny microcontroller. Before you know it, you’ll be implementing an entire TinyML application.

Price
Free*
Duration
5 weeks long
Registration Deadline
Available now
"Ok Google"
Computer Science
Online

Applications of TinyML

Get the opportunity to see TinyML in practice. You will see examples of TinyML applications, and learn first-hand how to train these models for tiny applications such as keyword spotting, visual wake words, and gesture recognition.

Price
Free*
Duration
5 weeks long
Registration Deadline
Available now
Arrow pointing from a hand holding a smoking cigarette on the left to a head with a pink brain on the right
Data Science
Online

Causal Diagrams: Draw Your Assumptions Before Your Conclusions

Learn simple graphical rules that allow you to use intuitive pictures to improve study design and data analysis for causal inference.

Price
Free*
Duration
9 weeks long
Registration Deadline
Available now
Old manuscript page transitioning into digital blocks at the bottom
Data Science
Online

Introduction to Digital Humanities

Develop skills in digital research and visualization techniques across subjects and fields within the humanities.

Price
$189
Duration
7 weeks long
Registration Deadline
Available now

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