Data Analytics Courses & Tutorials

Career path
Business Intelligence Data Analyst
BI Data Analysts use Python and SQL to query, analyze, and visualize data — and Tableau and Excel to communicate findings.
Includes 18 Courses
With Certificate
Beginner Friendly
50 hours
Career path
Data Scientist: Analytics Specialist
Data Analysts and Analytics Data Scientists use Python and SQL to query, analyze, and visualize data — and communicate findings.
Includes 22 Courses
With Professional Certification
Beginner Friendly
70 hours
Career path
Data Scientist: Inference Specialist
Inference Data Scientists run A/B tests, do root-cause analysis, and conduct experiments. They use Python, SQL, and R to analyze data.
Includes 24 Courses
With Certificate
Beginner Friendly
85 hours
Skill path
Learn Python for Data Science
Get started with Python for Data Science in this beginner-friendly skill path.
Includes 5 Courses
With Certificate
Beginner Friendly
16 hours
Skill path
Analyze Data with Python
Learn to analyze and visualize data using Python and statistics.
Includes 8 Courses
With Certificate
Intermediate
13 hours
Skill path
Master Statistics with Python
Learn the statistics behind data science, from summary statistics to regression models.
Includes 9 Courses
With Certificate
Intermediate
26 hours
Skill path
Data Science Foundations
Learn to clean, analyze, and visualize data with Python and SQL.
Includes 15 Courses
With Certificate
Beginner Friendly
55 hours
Skill path
Analyze Data with R
Use R to process, analyze, and visualize data.
Includes 7 Courses
With Certificate
Beginner Friendly
22 hours
Skill path
Visualize Data with Python
Learn to make effective data visualizations in Python with Matplotlib and Seaborn.
Includes 6 Courses
With Certificate
Beginner Friendly
8 hours
Certification path
DP-900: Microsoft Azure Data Fundamentals
Study for the DP-900 Microsoft Azure data fundamentals certification exam covering cloud data services, analytics solutions, business intelligence and core data concepts.
Includes 15 Courses
Beginner Friendly
18 hours
Certification path
DA0-001: CompTIA Data+
Study for the the DA0-001 CompTIA Data+ certification exam covering data management, analytics techniques, lifecycle management and data-driven decision making skills.
Includes 16 Courses
Beginner Friendly
28 hours
Certification path
1Z0-071: Oracle Database 12c SQL
Study for 1Z0-071 Oracle Database 12c SQL certification exam covering SQL queries, database management, functions and advanced SQL techniques.
Includes 17 Courses
Beginner Friendly
18 hours
Skill path
Data Analytics with Snowflake
Learn Data Analytics with Snowflake covering setup, query execution, data loading, cloud integration, performance optimization and security management.
Includes 47 Courses
With Certificate
Intermediate
26 hours
Skill path
Advanced Snowflake
Learn Advanced Snowflake covering data transformation, performance optimization, Snowpark implementation, machine learning techniques and data governance strategies.
Includes 41 Courses
With Certificate
Advanced
42 hours
Course
Learn Python 3
Learn the basics of Python 3.12, one of the most powerful, versatile, and in-demand programming languages today.
With Certificate
Beginner Friendly
23 hours
Free course
Learn SQL
In this SQL course, you'll learn how to manage large datasets and analyze real data using the standard data management language.
Beginner Friendly
5 hours
Free course
Learn R
Learn how to code and clean and manipulate data for analysis and visualization with the R programming language.
Beginner Friendly
14 hours
Free course
Getting Started with Python for Data Science
Work hands-on with real datasets while learning Python for data science.
Beginner Friendly
7 hours
Free course
Learn Microsoft Excel for Data Analysis
Take your data storytelling skills to the next level by learning how to use Microsoft Excel for data analysis and visualization.
Beginner Friendly
2 hours
Free course
Python for Data Science: Working with Data
Learn loops, control flow, and functions while working hands-on to merge, aggregate, and analyze real-world datasets.
Beginner Friendly
9 hours
Free course
Excel Basics
Take your Excel skills to the next level by learning how to sort, filter, and pivot data.
Beginner Friendly
1 hour
Free course
Learn How to Use AI for SQL
Learn to generate SQL with AI, transform natural language to SQL, and utilize LLMs for SQL operations in our innovative course.
Beginner Friendly
1 hour
Course
BI Dashboards with Power BI
Build stunning, interactive reports with Microsoft Power BI's business intelligence (BI) dashboards.
With Certificate
Beginner Friendly
< 1 hour
Free course
Learn Tableau for Data Visualization
Level up your data storytelling skills by learning how to create dashboards and visualizations in Tableau.
Beginner Friendly
1 hour
Free course
Learn How to Use AI for Data Analysis
Ready to learn how to use AI for data analysis in Python? We’ll show you how to use AI like ChatGPT or Gemini as your own personal analytics assistant.
Intermediate
< 1 hour
Free course
Introduction to Big Data with PySpark
See how big data is used across different industries and learn how to work with big data using PySpark!
Beginner Friendly
4 hours
Free course
Principles of Data Literacy
Discover the world of data in this fully conceptual course where you will learn how to think about, visualize, and analyze data.
Beginner Friendly
5 hours
Course
Analyze Data with Microsoft Excel
Learn how to build spreadsheets and analyze and visualize data with Microsoft Excel.
With Certificate
Beginner Friendly
1 hour
Course
Exploratory Data Analysis in Python
Learn how to use exploratory data analysis (EDA) techniques in Python to evaluate, summarize, and visualize your data.
With Certificate
Beginner Friendly
6 hours
Free course
Data Manipulation in Excel
Learn how to import, clean, validate, and protect data in Microsoft Excel.
Beginner Friendly
1 hour
Free course
Probability
Learn the fundamentals of probability and how to quantify and visualize uncertainty.
Beginner Friendly
4 hours
Free course
Analyze Taylor Swift Lyrics with Python Case Study
Use sentiment analysis and natural language processing to analyze Taylor Swift's lyrics.
Beginner Friendly
1 hour
Free course
Visualize Data with Excel
Learn how to create and customize pie charts, bar graphs, and other data visualizations with Microsoft Excel.
Beginner Friendly
1 hour
Course
Learn Explainable AI
Learn how to use explainable AI techniques, including permutation importance, PDP/ICE plots, SHAP, and LIME.
With Certificate
Intermediate
3 hours
Free course
Analyze NFL Stats with Python Case Study
Use NFL team statistics to model game winners and discover the most important team-level stats
Beginner Friendly
1 hour
Course
BI Dashboards with Tableau
Communicate your data findings more effectively—build visually appealing, interactive business intelligence (BI) dashboards with Tableau.
With Certificate
Beginner Friendly
< 1 hour
Free course
Statistics: Mean, Median, Mode
Get started with the most popular summary statistics: mean, median, and mode.
Beginner Friendly
1 hour
Free course
Simple Linear Regression
Learn how to fit and interpret linear regression with a single predictor variable
Beginner Friendly
2 hours
Free course
Statistics: Variance and Standard Deviation
Learn how to calculate, interpret, and report the variance and standard deviation
Beginner Friendly
1 hour
Free course
Multiple Linear Regression
Learn how to build and interpret linear regression models with more than one predictor variable.
Beginner Friendly
3 hours
Free course
Analyze Traffic Safety Data with Python Case Study
Create data visualizations of traffic data from the last two decades and model the relationship between smartphones and collision rates.
Beginner Friendly
1 hour
Free course
Statistics: Histograms
Learn how to work with bins and breaks to describe the distribution of a dataset.
Beginner Friendly
1 hour
Free course
How to Choose a Linear Regression Model
Learn about the differences between different regression models and how to decide which one to use.
Intermediate
1 hour
Free course
Statistics: Quartiles, Quantiles, and IQR
Sometimes data needs to be described in terms of distributions, quartiles, quintiles, and IQR let you do just that.
Beginner Friendly
1 hour
Free course
Statistics: Boxplots
Boxplots are the most compact way to visually represent descriptive statistics about a variable. Learn how to make them in this course.
Beginner Friendly
1 hour
Free course
Introduction to Hypothesis Testing
Learn how to run t-tests and binomial tests in this introduction to Hypothesis Testing.
Beginner Friendly
2 hours
Free course
Hypothesis Testing: Associations
Learn how to use hypothesis testing to evaluate the associations between different variables.
Beginner Friendly
1 hour
Free course
Hypothesis Testing: Significance Thresholds
Learn how to evaluate statistical significance and the best thresholds to use.
Beginner Friendly
1 hour
Free course
VBA: Getting Started with VBA in Excel
Leverage Excel's VBA tool for operations, macros, and debugging. Learn to format cells, manage sheets, and utilize FormatConditions object.
Beginner Friendly
2 hours
Free course
VBA: Building User Interfaces with Forms in VBA & Excel
Create complex Excel user interfaces with VBA. Learn form validation, complex controls usage, and secure email sending via VBA.
Intermediate
1 hour
Free course
VBA: Leveraging VBA to Work with Charts, Stocks, & MS Access
Master VBA in Excel for pivot tables, charts, and financial data. Learn to automate tasks in MS Access, run SQL queries, and set up event handlers.
Advanced
2 hours

Data analytics

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Data analytics courses

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Type

Average time to complete

Projects

Data analytics courses

Business Intelligence Data Analyst

Data Scientist: Analytics Specialist

Data Scientist: Inference Specialist

Learn Python for Data Science

Analyze Data with Python

Master Statistics with Python

Data Science Foundations

Analyze Data with R

Visualize Data with Python

DP-900: Microsoft Azure Data Fundamentals

DA0-001: CompTIA Data+

1Z0-071: Oracle Database 12c SQL

Data Analytics with Snowflake

Advanced Snowflake

Learn Python 3

Learn SQL

Learn R

Getting Started with Python for Data Science

Learn Microsoft Excel for Data Analysis

Python for Data Science: Working with Data

Excel Basics

Learn How to Use AI for SQL

BI Dashboards with Power BI

Learn Tableau for Data Visualization

Learn How to Use AI for Data Analysis

Introduction to Big Data with PySpark

Principles of Data Literacy

Analyze Data with Microsoft Excel

Exploratory Data Analysis in Python

Data Manipulation in Excel

Probability

Analyze Taylor Swift Lyrics with Python Case Study

Visualize Data with Excel

Learn Explainable AI

Analyze NFL Stats with Python Case Study

BI Dashboards with Tableau

Statistics: Mean, Median, Mode

Simple Linear Regression

Statistics: Variance and Standard Deviation

Multiple Linear Regression

Analyze Traffic Safety Data with Python Case Study

Statistics: Histograms

How to Choose a Linear Regression Model

Statistics: Quartiles, Quantiles, and IQR

Statistics: Boxplots

Introduction to Hypothesis Testing

Hypothesis Testing: Associations

Hypothesis Testing: Significance Thresholds

VBA: Getting Started with VBA in Excel

VBA: Building User Interfaces with Forms in VBA & Excel

VBA: Leveraging VBA to Work with Charts, Stocks, & MS Access

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