Learning Resources by

Johns Hopkins University




Resources

Advanced Linear Models for Data Science 1 : Linear Models

Data Science   College | Online class

Welcome to the Advanced Linear Models for Data Science Class 1: Least Squares. This class is an introduction to least squares from a linear algebraic and mathematical perspective. Before beginning...

Free

Algorithms for DNA Sequencing

Systems Biology   College | Online class

Algorithms for DNA Sequencing is course 4 of 8 in the Genomic Data Science Specialization. This specialization covers the concepts and tools to understand, analyze, and interpret data from next...

Free

Bioconductor for Genomic Data Science

Genomic Data Science   College | Online class

Learn to use tools from the Bioconductor project to perform analysis of genomic data. This is the fifth course in the Genomic Big Data Specialization from Johns Hopkins University.

Free

Building a Data Science Team

Business Analytics   College | Online class

Data science is a team sport. As a data science executive it is your job to recruit, organize, and manage the team to success. In this one-week course, we will cover how you can find the right...

Free

Capstone: Photo Tourist Web Application

Ruby on Rails   College | Online class

In this Capstone project for the Photo Tourist you will implement a Ruby on Rails web application that makes use of both a relational and NoSQL database for the backend and expose the data through...

Free

Chemicals and Health

Health   College | Online class

Syllabus Week 1 Week 1: Welcome & Introduction Welcome to Chemicals and Health – Megan Latshaw Chemicals in our environment: What is a chemical and how are we exposed? – Tom Burke Production,...

Free

Command Line Tools for Genomic Data Science

Genomic Data Science   College | Online class

Introduces to the commands that you need to manage and analyze directories, files, and large sets of genomic data. This is the fourth course in the Genomic Big Data Science Specialization from...

Free

Community Change in Public Health

Public Health & Epidemiology   College | Online class

About this Course In bringing about behavior change in public health, we often focus on the individual mother, student, or farmer. We should not forget the community structure and norms constrain...

Free

Data Science Capstone

Data Science   College | Online class

The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Projects will be drawn from real-world problems...

Free

Data Science in Real Life

Data Science   College | Online class

Have you ever had the perfect data science experience? The data pull went perfectly. There were no merging errors or missing data. Hypotheses were clearly defined prior to analyses. Randomization...

Free

Design and Interpretation of Clinical Trials

Research   College | Online class

Clinical trials are experiments designed to evaluate new interventions to prevent or treat disease in humans. The interventions evaluated can be drugs, devices (e.g., hearing aid), surgeries,...

Free

Developing Data Products

Data Science   College | Online class

Developing Data Products is course 9 of 10 in the Data Science Specialization. Ask the right questions, manipulate data sets, and create visualizations to communicate results. This Specialization...

Free

Exploratory Data Analysis

Data Collection and Analysis   College | Online class

This course covers the essential exploratory techniques for summarizing data. These techniques are typically applied before formal modeling commences and can help inform the development of more...

Free

Genomic Data Science Capstone

Genomic Data Science   College | Online class

In this culminating project, you will deploy the tools and techniques that you’ve mastered over the course of the specialization. You’ll work with a real data set to perform analyses and prepare a...

Free

Genomic Data Science with Galaxy

Big Data   College | Online class

Learn to use the tools that are available from the Galaxy Project. This is the second course in the Genomic Big Data Science Specialization.

Free

Getting and Cleaning Data

Data Collection and Analysis   College | Online class

Before you can work with data you have to get some. This course will cover the basic ways that data can be obtained. The course will cover obtaining data from the web, from APIs, from databases and...

Free

Health for All Through Primary Health Care

Health Care   College | Online class

About this Course This course explores why primary health care is central for achieving Health for All. It provides examples of how primary health care has been instrumental in approaching this...

Free

HTML, CSS, and Javascript for Web Developers

Web Development   College | Online class

About this Course Do you realize that the only functionality of a web application that the user directly interacts with is through the web page? Implement it poorly and, to the user, the...

Free

Introduction to Genomic Technologies

Genomic Data Science   College | Online class

Introduction to Genomic Technologies is course 1 of 8 in the Genomic Data Science Specialization. This specialization covers the concepts and tools to understand, analyze, and interpret data from...

Free

Introduction to Systematic Review and Meta-Analysis

Data Collection and Analysis   College | Online class

We will introduce methods to perform systematic reviews and meta-analysis of clinical trials. We will cover how to formulate an answerable research question, define inclusion and exclusion...

Free

Managing Data Analysis

Data Collection and Analysis   College | Online class

This one-week course describes the process of analyzing data and how to manage that process. We describe the iterative nature of data analysis and the role of stating a sharp question, exploratory...

Free

Mathematical Biostatistics Boot Camp 1

Statistics & Probability   College | Online class

This class presents the fundamental probability and statistical concepts used in elementary data analysis. It will be taught at an introductory level for students with junior or senior...

Free

Mathematical Biostatistics Boot Camp 2

Bioinformatics   College | Online class

Learn fundamental concepts in data analysis and statistical inference, focusing on one and two independent samples.

Free

Practical Machine Learning

Machine Learning   High School - College | Online class

One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. This course will cover the basic components of building and applying prediction...

Free
Offers paid add-ons

Psychological First Aid

Mental Health   College | Online class

Learn to provide psychological first aid to people in an emergency by employing the RAPID model: Reflective listening, Assessment of needs, Prioritization, Intervention, and Disposition. Utilizing...

Free