Data Analysis Courses

The Analytics Edge

81 reviews

Through inspiring examples and stories, discover the power of data and use analytics to provide an edge to your career and your life.

• edX
• 10-15 hours a week, 13 weeks long
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Getting and Cleaning Data

57 reviews

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 from colleagues in various formats. It will also cover t…

• Coursera
• 20 hours worth of material, 4 weeks long
• 21st Nov, 2022
• Free Online Course (Audit)

Kaggle Microcredential

Become a Data Analyst

70 reviews

Successful Data Analysts have a unique set of skills, and represent important value to organizations eager to make data-powered business decisions. In this program, you’ll learn to use Python, SQL, and statistics to uncover insights, communicate cr…

• Udacity
• 10 hours a week, 17 weeks long
• Paid Course

Digital Marketing Analytics in Practice

24 reviews

This course builds on the theory and foundations of marketing analytics and focuses on practical application by demystifying the use of data in marketing and helping you realize the power of visualizing data with artful use of numbers found in the digita…

• Coursera
• 20 hours worth of material, 4 weeks long
• 5th Dec, 2022
• Free Online Course (Audit)

Exploratory Data Analysis

39 reviews

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 complex statistical models. Exploratory techniques are also…

• Coursera
• 2 hours worth of material
• 21st Nov, 2022
• Paid Course

Introduction to Transforming with Data Analytics and the Digital Organization

36 reviews

Learn how data analytics powers the digital organization and gives it a competitive edge.

• edX
• 2-3 hours a week, 4 weeks long
• On-Demand
• Free Online Course (Audit)

Mastering Data Analysis in Excel

26 reviews

Important: The focus of this course is on math - specifically, data-analysis concepts and methods - not on Excel for its own sake. We use Excel to do our calculations, and all math formulas are given as Excel Spreadsheets, but we do not attempt to cover…

• Coursera
• 21 hours worth of material, 6 weeks long
• 21st Nov, 2022
• Free Online Course (Audit)

People Analytics

5 reviews

People analytics is a data-driven approach to managing people at work. For the first time in history, business leaders can make decisions about their people based on deep analysis of data rather than the traditional methods of personal relationships, dec…

• Coursera
• 8-9 hours worth of material, 4 weeks long
• 28th Nov, 2022
• Free Online Course (Audit)

Stanford Seminar - TSAR (the TimeSeries AggregatoR) Anirudh Todi of Twitter

Syllabus: Introduction. What is TSAR?. TimeSeries Aggregation at Twitter. Example: API aggregates. Example: Impressions by Tweet. A typical aggregation. TSAR's design principles. Data Schema Coordination. Tweet Impressions in TSAR. A minimal Tsa…

• YouTube
• 1-2 hours worth of material
• On-Demand
• Free Online Course

Stanford Seminar - Towards theories of single-trial high dimensional neural data analysis

Syllabus: Introduction. A major conceptual elephant in systems neuroscience. Talk outline. Fundamental conceptual questions. New definition of neural task complexity. Neural Dimensionality and Task Complexity: Intuition. A larger context: random pr…

• YouTube
• 1-2 hours worth of material
• On-Demand
• Free Online Course

Stanford Seminar - Theories of inference for visual analysis

Syllabus: Introduction. Visualizations help offload cognition to perception. State-of-the-art: Optimize for easy pattern finding. Approaches to visualize distribution or uncertainty. Error bars/intervals violate expressiveness. Probability encodings…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Mathematical Biostatistics Boot Camp 2

117 ratings at Coursera

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

• Coursera
• 12 hours worth of material, 4 weeks long
• 12th Dec, 2022
• Free Online Course (Audit)

Causal Diagrams: Draw Your Assumptions Before Your Conclusions

3 reviews

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

• edX
• 2-3 hours a week, 9 weeks long
• On-Demand
• Free Online Course (Audit)

High-Dimensional Data Analysis

3 reviews

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

• edX
• 2-4 hours a week, 4 weeks long
• On-Demand
• Free Online Course (Audit)

Fitting Statistical Models to Data with Python

630 ratings at Coursera

In this course, we will expand our exploration of statistical inference techniques by focusing on the science and art of fitting statistical models to data. We will build on the concepts presented in the Statistical Inference course (Course 2) to emphasi…

• Coursera
• 15 hours worth of material, 4 weeks long
• 28th Nov, 2022
• Free Online Course (Audit)