Data Analysis Courses and Certifications

Credential

Machine Learning using Python

15203 ratings at Simplilearn

Master machine learning algorithms and data analysis techniques using Python through hands-on model building and step-by-step implementation tutorials.

• Simplilearn
• 4 weeks
• Self-Paced
• Paid Course

Tableau Desktop for Data Analysis & Data Visualization

3207 ratings at Udemy

Learn Tableau Desktop for data analysis, visualization & dashboard design, and build fun Tableau projects & dashboards!

• Udemy
• 10 hours 39 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• 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
• Self-Paced
• Free Video

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
• Self-Paced
• Free Trial Available

Credential

Statistics and Applied Data Analysis

48 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/week
• Self-Paced
• Paid Course
• 3 courses

Python for Data Analysis & Visualization

3083 ratings at Udemy

Master the main data analysis and visualization libraries in Python: Numpy, Pandas, Matplotlib, Seaborn, Plotly + more

• Udemy
• 10 hours 4 minutes
• Self-Paced
• Paid Course

AI for Data Analysis

236 ratings at Coursera

Transform unstructured data into actionable insights using Gemini AI to define metrics, clean datasets, and create compelling visualizations in Google Sheets.

• Coursera
• 1 hour 21 minutes
• Self-Paced
• Paid Course

Mathematical Biostatistics Boot Camp 1

17 ratings

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
• Self-Paced
• Paid Course

Statistical Analysis and Research using Excel

228 ratings at Udemy

Learn various Statistical Formulas and Data Analysis functions in Excel with practical exposure using different dataset.

• Udemy
• 12 hours 31 minutes
• Self-Paced
• Paid Course

Data Driven DEI: Measuring the Impact of DEI Efforts

224 ratings at Udemy

A Guide for How to Effectively Use Metrics to Evaluate Your Diversity, Equity, and Inclusion Strategies

• Udemy
• 2 hours 34 minutes
• Self-Paced
• Paid Course

Data Science: Python for Data Analysis Full Bootcamp

2498 ratings at Udemy

Learn and build your Python Programming skills from the ground up in addition to Python Data Science libraries and tools

• Udemy
• 6 hours 10 minutes
• Self-Paced
• Paid Course

The Ultimate Pandas Bootcamp: Advanced Python Data Analysis

2682 ratings at Udemy

Master the powerful pandas library to analyze, manipulate and visualize data. More than 10 datasets & bonuses included!

• Udemy
• 1 day 8 hours 4 minutes
• Self-Paced
• 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
• Self-Paced
• Paid Course

Statistics for Data Analysis Using R

2644 ratings at Udemy

Learn Programming in R & R Studio • Descriptive, Inferential Statistics • Plots for Data Visualization • Data Science

• Udemy
• 12 hours 26 minutes
• Self-Paced
• Paid Course