Data Analysis Courses and Certifications

Exploratory Data Analysis

Learn advanced techniques for exploratory data analysis and feature engineering in house price prediction, including automated visualization tools and efficient EDA libraries.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Matthew E. Clapham;  UC Santa Cruz

Earth - Stats and Data Analysis

Comprehensive statistics course covering central tendency, hypothesis testing, regression, and advanced analytical techniques for data analysis in earth sciences.

• YouTube
• 7 hours
• On-Demand
• Free Video

Lamee Storage

Data Analysis

Explore central tendency, data distribution, and statistical concepts using TI-84+ calculators. Learn about sampling methods and survey design for comprehensive data analysis skills.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

The National Centre for Research Methods

Quantitative Data Handling and Data Analysis

Explore quantitative data analysis techniques through expert lectures on topics like meta-analysis, cohort effects, questionnaire design, and statistical approaches to social research and policy-making.

• YouTube
• 13 hours
• On-Demand
• Free Video

Eddie Woo

Bivariate Data Analysis

Explore scatter plots, correlation coefficients, and lines of best fit to analyze relationships between two variables in this comprehensive introduction to bivariate data analysis.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

FUN WITH DATA SCIENCE

Data Analysis on Datasets, Seaborn and Matplotlib Plots

Learn data analysis techniques using Seaborn and Matplotlib, exploring various datasets and creating informative visualizations to gain insights from real-world data.

• YouTube
• 6 hours
• On-Demand
• Free Video

Analyze Data and Avoid Common Pitfalls

Master analytical thinking to interpret data models, question assumptions, spot bias in trends, and transform insights into clear, actionable business decisions.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Data Analyst Skillpath: Zero to Hero in Excel, SQL & Python

7752 ratings at Udemy

(with Gen AI updates) Begin data analytics by learning Excel, SQL, Python, Analytics & ML concepts from scratch.

• Udemy
• 1 day 22 minutes
• On-Demand
• Paid Course

Sabermetrics 101: Introduction to Baseball Analytics

7 reviews

An introduction to sabermetrics, baseball analytics, data science, the R Language, and SQL.

• edX
• 4 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Microsoft Excel Data Analysis and Dashboard Reporting

12185 ratings at Udemy

Build Dynamic, Interactive Microsoft Excel Dashboards (Excel 2010, 2013, 2016) with a Best Selling Excel Instructor

• Udemy
• 3 hours 37 minutes
• On-Demand
• Paid Course

SQL for Data Analysis: Beginner MySQL Business Intelligence

10375 ratings at Udemy

Learn SQL database analysis & business intelligence w/ MySQL Workbench. Perfect for SQL beginners or first-time coders!

• Udemy
• 4 hours 32 minutes
• On-Demand
• Paid Course

Digital Marketing: Platforms, Data, and Technologies

23 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
• 11 hours 36 minutes
• On-Demand
• Paid Course

Causal Diagrams: Draw Your Assumptions Before Your Conclusions

26 ratings at edX

Learn simple graphical rules that allow you to use intuitive pictures to improve study design and data analysis for causal inference.

• edX
• 9 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Beginner Statistics for Data Analytics - Learn the Easy Way!

6154 ratings at Udemy

Learn the fundamentals of statistics and regression analysis in an easy, fun way! No background in stats necessary

• Udemy
• 3 hours 13 minutes
• On-Demand
• Paid Course

R Level 1 - Data Analytics with R

3713 ratings at Udemy

Comprehensive introduction to R programming for data analytics, covering data types, objects, loops, functions, and basic data visualization techniques.

• Udemy
• 8 hours 42 minutes
• On-Demand
• Paid Course