Learning Resources by

Johns Hopkins University




Resources

Advanced Linear Models for Data Science 1 : Linear Models

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...
Topic: Data Science
Free

Algorithms for DNA Sequencing

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...
Topic: Systems Biology
Free

Bioconductor for 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.
Topic: Genomic Data Science
Free

Building a Data Science Team

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...
Topic: Business Analytics
Free

Capstone: Photo Tourist Web Application

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...
Topic: Ruby on Rails
Free

Chemicals and 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,...
Topic: Health
Free

Command Line Tools for 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...
Topic: Genomic Data Science
Free

Community Change in Public Health

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...
Topic: Public Health & Epidemiology
Free

Data Science Capstone

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...
Topic: Data Science
Free

Data Science in Real Life

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...
Topic: Data Science
Free

Design and Interpretation of Clinical Trials

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,...
Topic: Research
Free

Developing Data Products

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...
Topic: Data Science
Free

Exploratory Data 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...
Topic: Data Collection and Analysis
Free

Genomic Data Science Capstone

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...
Topic: Genomic Data Science
Free

Genomic Data Science with Galaxy

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.
Topic: Big Data
Free

Getting and Cleaning Data

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...
Topic: Data Collection and Analysis
Free

Health for All Through Primary 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...
Topic: Health Care
Free

HTML, CSS, and Javascript for Web Developers

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...
Topic: Web Development
Free

Introduction to Genomic Technologies

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...
Topic: Genomic Data Science
Free

Introduction to Systematic Review and Meta-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...
Topic: Data Collection and Analysis
Free

Managing Data 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...
Topic: Data Collection and Analysis
Free

Mathematical Biostatistics Boot Camp 1

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...
Topic: Statistics & Probability
Free

Mathematical Biostatistics Boot Camp 2

College | Online class Learn fundamental concepts in data analysis and statistical inference, focusing on one and two independent samples.
Topic: Bioinformatics
Free

Practical 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...
Topic: Machine Learning
Free

Psychological First Aid

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...
Topic: Mental Health
Free