Data Analysis Courses

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
• 4th Apr, 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

The Analytics Edge

80 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
• Finished
• 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
• 3 days from now (11th Apr)
• 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
• 3 days from now (11th Apr)
• Free Online Course (Audit)

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
• 3 days from now (11th Apr)
• Free Online Course (Audit)

Managing Data Analysis

9 reviews

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 data analysis, inference, formal statistical modeling, in…

• Coursera
• 8-9 hours worth of material, 1 week long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

Introduction to Transforming with Data Analytics and the Digital Organization

30 reviews

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

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

Introduction to Systematic Review and Meta-Analysis

6 reviews

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 criteria, search for the evidence, extract data, assess the risk…

• Coursera
• 14 hours worth of material, 6 weeks long
• 3 days from now (11th Apr)
• 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
• Self paced
• 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
• Self paced
• Free Online Course (Audit)

Multiple Regression Analysis in Public Health

1 review

Biostatistics is the application of statistical reasoning to the life sciences, and it's the key to unlocking the data gathered by researchers and the evidence presented in the scientific public health literature. In this course, you'll extend simple reg…

• Coursera
• 14 hours worth of material, 4 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

Sampling People, Networks and Records

Good data collection is built on good samples. But the samples can be chosen in many ways. Samples can be haphazard or convenient selections of persons, or records, or networks, or other units, but one questions the quality of such samples, especially…

• Coursera
• 26 hours worth of material, 6 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

Introduction to Machine Learning in Sports Analytics

In this course students will explore supervised machine learning techniques using the python scikit learn (sklearn) toolkit and real-world athletic data to understand both machine learning algorithms and how to predict athletic outcomes. Building on the…

• Coursera
• 13 hours worth of material, 4 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

Intro to Analytic Thinking, Data Science, and Data Mining

1 review

Welcome to Introduction to Analytic Thinking, Data Science, and Data Mining. In this course, we will begin with an exploration of the field and profession of data science with a focus on the skills and ethical considerations required when working with da…

• Coursera
• 7-8 hours worth of material, 4 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)