Health Data Analysis Courses

Probabilistic Systems Analysis and Applied Probability

A course on the modeling and analysis of random phenomena and processes, including the basics of statistical inference.

• MIT OpenCourseWare
• 21 hours
• On-Demand
• Free Video

Understanding Simple Data Structures in Dart

1 review

Master essential Dart data structures like lists, sets, and maps through practical examples. Build skills in managing collections, from simple grocery lists to complex nested data structures.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Projection, Filtering, and Aggregation of Data Streams

1 review

Master data stream manipulation through Python, covering projection, filtering, and aggregation techniques. Learn both procedural and functional approaches to process data effectively without external libraries.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Managing Data Analysis

9 reviews

Learn to effectively manage data analysis processes, from question formulation to result interpretation. Gain skills in directing teams, exploring datasets, and creating impactful presentations of statistical findings.

• Coursera
• 8 hours 43 minutes
• On-Demand
• Paid Course

Foundations of Data Analysis - Part 1: Statistics Using R

8 reviews

Use R to learn fundamental statistical topics such as descriptive statistics and modeling.

• edX
• 6 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

14 reviews

Comprehensive tutorial on data analysis using Python libraries like NumPy, Pandas, Matplotlib, and Seaborn. Covers data processing, visualization, and cleaning with practical examples and exercises for beginners.

• freeCodeCamp
• 4-5 hours
• On-Demand
• Free Video

Microcredential

Data Science

9 reviews

Master the complete data science pipeline: from asking questions to publishing results. Gain practical skills in data manipulation, visualization, and analysis through hands-on projects using real-world data.

• Coursera
• 28 weeks, 10 hours a week
• On-Demand
• Paid Course
• 11 courses

Data Science Math Skills

12 reviews

Master essential math concepts for data science: set theory, real numbers, functions, graphs, rates of change, and probability theory. Build a strong foundation for advanced analysis.

• Coursera
• 13 hours 20 minutes
• On-Demand
• Paid Course

Introduction to Simple Data Structures in Python

Master Python data structures through hands-on examples with lists, tuples, and dictionaries. Build practical programming skills using travel-themed scenarios to understand when and how to implement different data structures.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Data analysis: visualisations in Excel

9 reviews

Explore data analysis and visualization using Excel. Learn to create frequency tables, histograms, and scatter diagrams for effective decision-making in business contexts.

• OpenLearn
• 6 hours
• On-Demand
• Free Certificate

Intro to Data Visualization with Titanic

Master data visualization techniques using Python libraries while analyzing the Titanic dataset - create insightful plots, explore statistical patterns, and transform raw data into meaningful visual stories.

• CodeSignal
• 7 hours
• On-Demand
• Free Certificate

Intro to Time Series Analysis with Airline Data

Explore time series analysis through airline data, mastering visualization techniques and predictive modeling to understand travel patterns, trends, and seasonal fluctuations.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Intro to Data Cleaning and Preprocessing with Titanic

Master data cleaning and preprocessing techniques using Python with the Titanic dataset, covering missing data handling, feature engineering, scaling, outlier detection, and categorical data transformation.

• CodeSignal
• 4 hours
• On-Demand
• Free Certificate

Deep Dive into Numpy and Pandas with Housing Data

Master advanced Numpy and Pandas operations through hands-on practice with housing data, covering matrix operations, data optimization, and real-world applications in bioinformatics, astronomy, and social networks.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Learning Simple Data Structures in Java

Master fundamental Java data structures from arrays to HashSets, building practical skills for efficient data management through space-themed programming exercises and real-world applications.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate