Data analytics courses

About Data analytics

Data analytics is the process of taking raw data and turning it into something meaningful we can understand. By finding trends and patterns, you can make predictions and uncover new information that helps inform decisions. There's a great demand for Data Analysts in healthcare, marketing, retail, insurance, and tech.

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Data analytics courses

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Learn all the skills you need to land a new career in tech.
 
Learn all the concepts you need to gain a new technical skill.
 
Prepare and practice for top industry certifications.
 
Learn concepts used for specific languages or technologies.
 

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Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary.
 
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51 results
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  • 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
  • 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
  • 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
  • Certification path
    Oracle

    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
  • 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

    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
  • 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
  • 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 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
  • 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
  • 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

    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

    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

    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

    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
  • 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
  • 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
  • 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
  • Skill path

    Analyze Data with R

    Use R to process, analyze, and visualize data.
    • Includes 7 Courses
    • With Certificate
    • Beginner Friendly.
      22 hours
  • 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

    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
  • 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
  • Skill path

    Analyze Data with Python

    Learn to analyze and visualize data using Python and statistics.
    • Includes 8 Courses
    • With Certificate
    • Intermediate.
      13 hours
  • 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

    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

    Data Manipulation in Excel

    Learn how to import, clean, validate, and protect data in Microsoft Excel.
    • Beginner Friendly.
      1 hour
  • 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
  • Free course

    Probability

    Learn the fundamentals of probability and how to quantify and visualize uncertainty.
    • Beginner Friendly.
      4 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
  • Certification path
    CompTIA

    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
  • 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
  • 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.
      4 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
  • 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
  • Free course

    Statistics: Mean, Median, Mode

    Get started with the most popular summary statistics: mean, median, and mode.
    • Beginner Friendly.
      1 hour
  • 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
  • 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
  • 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
  • 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

    Statistics: Variance and Standard Deviation

    Learn how to calculate, interpret, and report the variance and standard deviation
    • Beginner Friendly.
      1 hour
  • Certification path
    Microsoft

    DP-900: Microsoft Azure Data Fundamentals v1.1

    Study for the DP-900 Microsoft Azure data fundamentals certification exam covering cloud data services, analytics solutions, business intelligence and core data concepts.
    • Includes 21 Courses
    • Beginner Friendly.
      20 hours
  • 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

    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

    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

    Simple Linear Regression

    Learn how to fit and interpret linear regression with a single predictor variable
    • 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

    Multiple Linear Regression

    Learn how to build and interpret linear regression models with more than one predictor variable.
    • Beginner Friendly.
      3 hours
  • 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

    Hypothesis Testing: Significance Thresholds

    Learn how to evaluate statistical significance and the best thresholds to use.
    • Beginner Friendly.
      1 hour

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