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
• 19 hours worth of material, 4 weeks long
• 20th Sep, 2021
• 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
• 1 week long
• 27th Sep, 2021
• Free Online Course (Audit)

Kaggle Microcredential

Become a Data Analyst

66 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

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
• 27th Sep, 2021
• 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
• 27th Sep, 2021
• 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 hours worth of material, 1 week long
• 27th Sep, 2021
• 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 hours worth of material, 4 weeks long
• 20th Sep, 2021
• Free Online Course (Audit)

Introduction to Systematic Review and Meta-Analysis

5 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
• 13 hours worth of material, 6 weeks long
• 27th Sep, 2021
• Free Online Course (Audit)

Mathematical Biostatistics Boot Camp 2

4 reviews

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

• Coursera
• 11 hours worth of material, 4 weeks long
• 20th Sep, 2021
• Free Online Course (Audit)

Data Analysis for Social Scientists

13 reviews

Learn methods for harnessing and analyzing data to answer questions of cultural, social, economic, and policy interest.

• edX
• 12-14 hours a week, 11 weeks long
• 5th Oct, 2021
• 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)

University of California, Santa Cruz

Bayesian Statistics: From Concept to Data Analysis

10 reviews

This course introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data. We will learn about the philosophy of the Bayesian approach as well as how to implement it for common types of data.…

• Coursera
• 11 hours worth of material, 4 weeks long
• 20th Sep, 2021
• Free Online Course (Audit)

Data Analysis Using Python

This course provides an introduction to basic data science techniques using Python. Students are introduced to core concepts like Data Frames and joining data, and learn how to use data analysis libraries like pandas, numpy, and matplotlib. This course…

• Coursera
• 16 hours worth of material, 3 weeks long
• 20th Sep, 2021
• 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
• 13 hours worth of material, 4 weeks long
• 27th Sep, 2021
• Free Online Course (Audit)