Exploratory Data Analysis Courses and Certifications

Exploratory Data Analysis Techniques in Python

This course covers exploratory data analysis (EDA) approaches using Python. The topics include visualization techniques, clustering methods, distribution analysis, sampling, and summarization.

• Pluralsight
• 47 minutes
• On-Demand
• Free Trial Available

School of Chemoinformatics in Latin America

Integration then Interrogation: Exploratory Data Analysis on a Deadline - 2022

Explore strategies for efficient exploratory data analysis, focusing on visualization techniques, predictive modeling, and practical constraints in chemical biology datasets.

• YouTube
• 39 minutes
• On-Demand
• Free Video

MathWorks

Data Processing and Feature Engineering with MATLAB

53 reviews

In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB to lay the foundation required for predictive modeling.

• Coursera
• 20 hours 6 minutes
• On-Demand
• Free Online Course (Audit)

MathWorks

Exploratory Data Analysis with MATLAB

38 reviews

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
• 16 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

• Best of All Time

MathWorks Microcredential

Practical Data Science with MATLAB

31 reviews

Develop practical data science skills using MATLAB for visualization, analysis, and modeling. Learn to process data, engineer features, and apply machine learning techniques across various industries without becoming a full-time developer.

• Coursera
• 22 weeks, 4 hours a week
• On-Demand
• Paid Course
• 4 courses

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
• 48 weeks, 7 hours a week
• On-Demand
• Paid Course
• 11 courses

Data Science: Visualization

5 reviews

Learn basic data visualization principles and how to apply them using ggplot2.

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

Introduction to Statistics

3588 ratings at Coursera

You will gain the foundational skills that prepare you to pursue more advanced topics in statistical thinking and machine learning.

• Coursera
• 14 hours 31 minutes
• On-Demand
• Free Online Course (Audit)

Statistical Inference and Modeling for High-throughput Experiments

9 ratings at edX

A focus on the techniques commonly used to perform statistical inference on high throughput data.

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

Data Science Capstone

1226 ratings at Coursera

The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Projects will be drawn from real-world problems and will be conducted with industry, government, and academ…

• Coursera
• 5-6 hours
• On-Demand
• Free Online Course (Audit)

Introduction to Probability and Data with R

6 reviews

Learn sampling, data exploration, and basic probability using R. Gain practical skills in statistical analysis through hands-on exercises and a final project.

• Coursera
• 14 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Arranging and Visualizing Data in R

Explore R for data manipulation and visualization, covering environment setup, data wrangling with tidyverse, creating publication-ready plots, and establishing efficient project workflows.

• Coursera
• 18 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Exploratory Data Analysis for the Public Sector with ggplot

10 ratings at Coursera

Develop data visualization skills using R and ggplot2 for public sector analysis. Learn to create informative charts, explore distributions, and apply best practices in data presentation for public administration.

• Coursera
• 18 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to R Programming

Learn R programming essentials: data types, control flow, functions, and visualization. Gain hands-on experience with powerful libraries like Numpy and Pandas for data analysis and manipulation.

• Udacity
• 3 weeks, 4-5 hours a week
• On-Demand
• Paid Course

Introduction to Machine Learning

Explore machine learning concepts and workflows using AWS SageMaker, from data analysis to model deployment. Learn to apply ML techniques, use advanced algorithms, and optimize models for real-world scenarios.

• Udacity
• 4 weeks, 4-5 hours a week
• On-Demand
• Paid Course