Data Analysis Courses and Certifications

Stanford Seminar - Theories of Inference for Visual Analysis

Explore theories of visual inference, including uncertainty visualization, effect size judgments, and Bayesian cognition. Learn how visualizations support causal inference and model checks in data analysis.

• YouTube
• 1 hour
• On-Demand
• Free Online Course

How to Analyze Research Data - Kristin Sainani

Practical guide to analyzing research data using real mental health data in athletes, with tips for improving rigor and reproducibility in research.

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

Advanced Machine Learning & Data Analysis Projects Bootcamp

247 ratings at Udemy

Build projects like a text summarizer! Learn object localization, image recognition and structuring data with pandas

• Udemy
• 20 hours 34 minutes
• On-Demand
• Paid Course

Microcredential

Statistics and Applied Data Analysis

46 ratings at Coursera

Master statistical concepts from basics through advanced analysis, using Excel and R for data visualization, hypothesis testing, and predictive modeling across three progressive levels.

• Coursera
• 12 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Learn techniques to handle missing data in datasets using deletion, imputation, and interpolation methods. Gain practical skills to address various types of missing data and apply them to real-world scenarios.

• Codecademy
• 1 hour
• On-Demand
• Free Trial Available

Python Data Analysis

2823 ratings at LinkedIn Learning

Interested in using Python for data analysis? Learn how to use Python, NumPy, and pandas together to analyze data sets large and small.

• LinkedIn Learning
• 2 hours 31 minutes
• On-Demand
• Free Trial Available

SQL for Data Analysis, Hands-on industry skills for analysts

243 ratings at Udemy

Master advanced data analysis with SQL, Window Functions,Joins, CTEs & more to advance your career: PostgreSQL; MySQL ..

• Udemy
• 7 hours 20 minutes
• On-Demand
• Paid Course

Data Visualization for Data Analysis and Analytics

2734 ratings at LinkedIn Learning

Start thinking more clearly and strategically about data visualization. Learn how to leverage best practices in visualization and design to communicate data to any audience.

• LinkedIn Learning
• 1 hour 40 minutes
• On-Demand
• Free Trial Available

Pandas Masterclass 2022: Advanced Data Analysis with Pandas

227 ratings at Udemy

Master Pandas library to Analyze, Manipulate & Visualize Big Data. Data Analysis with Pandas using Multiple Projects

• Udemy
• 8 hours 56 minutes
• On-Demand
• Paid Course

Master Python for Data Analysis and Business Analytics 2026

226 ratings at Udemy

Turbocharge your Data Analysis and Business Analytics into overdrive with Python for Data Science. Python made easy!

• Udemy
• 18 hours 11 minutes
• On-Demand
• Paid Course

Mathematical Biostatistics Boot Camp 1

17 reviews

Intense immersion into mathematical biostatistics, covering probability, expectations, distributions, confidence intervals, and more. Ideal for students with college-level math and calculus knowledge.

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

SQL: Data Reporting and Analysis

2530 ratings at LinkedIn Learning

Get the data you need for analysis and reporting by writing your own SQL code. Learn how to write basic SQL queries, sort and filter data, and join results from different tables.

• LinkedIn Learning
• 2 hours 33 minutes
• On-Demand
• Free Trial Available

Statistics / Data Analysis in SPSS: MANOVA

215 ratings at Udemy

Applied Data Analysis Using Multivariate Analysis of Variance (MANOVA)

• Udemy
• 1 hour 34 minutes
• On-Demand
• Paid Course

Python Excel Automation for Data Analysis (2026)

214 ratings at Udemy

Automate Excel tasks using Python, Pandas, and OpenPyXL for data analysis, reporting, and real-world workflows

• Udemy
• 7 hours 55 minutes
• On-Demand
• Paid Course

Data Analysis with Tidyverse

13 ratings at Coursera

Learn to analyze data using R's Tidyverse: import, tidy, manipulate relational data, work with strings and categorical variables. Gain practical skills for effective data analysis and visualization.

• Coursera
• 17 hours 3 minutes
• On-Demand
• Paid Course