Health Data Analysis Courses

Introduction to Data Science in Python

46 ratings

Clean and analyze tabular data in Python: use lambdas, NumPy, and pandas DataFrames with groupby, merge, and pivot tables, then run t-tests and sampling analyses.

• Coursera
• 4 weeks, 8 hours a week
• Self-Paced
• Paid Course

Python for Data Science

48 ratings

Learn to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

• edX
• 10 weeks, 8-10 hours a week
• Self-Paced
• Free Certificate

• Best of All Time

Introduction to Java Programming: Fundamental Data Structures and Algorithms

51 ratings

Learn to enhance your code by using fundamental data structures and powerful algorithms in Java.

• edX
• 5 weeks, 5-7 hours a week
• Self-Paced
• Free Online Course (Audit)

Probability - The Science of Uncertainty and Data

34 ratings

Build foundational knowledge of data science with this introduction to probabilistic models, including random processes and the basic elements of statistical inference -- Part of the MITx MicroMasters

• edX
• 16 weeks, 10-14 hours a week
• Self-Paced
• Free Online Course (Audit)

• Best of All Time

Database Systems - Cornell University Course (SQL, NoSQL, Large-Scale Data Analysis)

46 ratings

Learn about relational and non-relational database management systems in this course.

• freeCodeCamp
• 17 hours
• Self-Paced
• Free Video

NPTEL;  IIT Kharagpur

Data Mining

45 ratings

Covers core data-mining algorithms—from preprocessing and Apriori association rules to classification and clustering—with implementations and industrial case studies.

• YouTube
• 16 hours
• Self-Paced
• Free Video

Introduction to Computational Thinking and Data Science

30 ratings

6.00.2x is an introduction to using computation to understand real-world phenomena.

• edX
• 9 weeks, 14-16 hours a week
• Self-Paced
• Free Online Course (Audit)

• Best of All Time

RegisteredNurseRN

Head-to-Toe Assessment Nursing - Nursing Physical Health Assessment Exam Skills

42 ratings

A nursing head-to-toe assessment walkthrough covering vital signs, cranial nerves, and systematic examinations from the head and neck through the extremities.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Introduction to Big Data

34 ratings

Explore the Big Data landscape: the six V's, people/organization/sensor data sources, a five-step data science process, and hands-on Hadoop with HDFS, YARN and MapReduce.

• Coursera
• 6 weeks, 3 hours a week
• Self-Paced
• Paid Course

MathWorks

Exploratory Data Analysis with MATLAB

38 ratings

In this course, you will learn to think like a data scientist and ask questions of your data. By the end of this course, you will be able to load data into MATLAB, prepare it for analysis, visualize it, perform basic computations, and communicate your re…

• Coursera
• 5 weeks, 3 hours a week
• Self-Paced
• Paid Course

• Best of All Time

Probability and Statistics in Data Science using Python

32 ratings

Using Python, learn statistical and probabilistic approaches to understand and gain insights from data.

• edX
• 10 weeks, 10-12 hours a week
• Self-Paced
• Free Certificate

Data Structures & Algorithms I: ArrayLists, LinkedLists, Stacks and Queues

29 ratings

Work with the principles of data storage in Arrays, ArrayLists & LinkedList nodes. Understand their operations and performance with visualizations. Implement low-level linear, linked data structur

• edX
• 5 weeks, 9-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Data Science: R Basics

12 ratings

Build a foundation in R and learn how to wrangle, analyze, and visualize data.

• edX
• 8 weeks, 1-2 hours a week
• Self-Paced
• Free Online Course (Audit)

Mastering Data Analysis in Excel

27 ratings

Build predictive models in Excel: score credit card applicants with binary classification and AUC, quantify uncertainty with entropy, and forecast with linear regression and confidence intervals.

• Coursera
• 7 weeks, 3 hours a week
• Self-Paced
• Paid Course

A Crash Course in Data Science

24 ratings

Learn what data science and big data actually mean: key terminology and tools, how statistics, machine learning and software engineering fit in, and what makes projects succeed or fail.

• Coursera
• 6 hours 4 minutes
• Self-Paced
• Paid Course