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Data Analysis courses

Data analysis courses teach techniques for inspecting, cleaning, transforming, and modeling data to discover useful information, inform conclusions, and support decision-making. Build your analysis skills using technologies such as Python, R and SQL.

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Recommended for Data Analysis beginners

Build your Data Analysis skills with interactive courses, curated by real-world experts

Course

Analyzing Data in Tableau

BasicSkill Level
4.8+
1,823 reviews
8 hr
Take your Tableau skills up a notch with advanced analytics and visualizations.

Track

Associate Data Analyst in SQL

4.7+
193 reviews
39 hr
Gain the SQL skills you need to query a database, analyze the results, and become a SQL proficient Data Analyst. No prior coding experience required!

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Browse Data Analysis courses and tracks

Course

Introduction to SQL

BasicSkill Level
4.8+
62,166 reviews
2 hr
Learn how to create and query relational databases using SQL in just two hours.
AI Tutor

Course

Introduction to Excel

BasicSkill Level
4.8+
10,968 reviews
4 hr
Master the Excel basics and learn to use this spreadsheet tool to conduct impactful analysis.

Course

Introduction to Power BI

BasicSkill Level
4.8+
21,989 reviews
4 hr
Master the Power BI basics and learn to use the data visualization software to build impactful reports.
AI Tutor

Course

Intermediate SQL

BasicSkill Level
4.8+
39,791 reviews
4 hr
Accompanied at every step with hands-on practice queries, this course teaches you everything you need to know to analyze data using your own SQL code today!
AI Tutor

Course

Joining Data in SQL

BasicSkill Level
4.7+
24,774 reviews
4 hr
Level up your SQL knowledge and learn to join tables together, apply relational set theory, and work with subqueries.
AI Tutor

Course

Data Manipulation in SQL

BasicSkill Level
4.8+
2,832 reviews
4 hr
Master the complex SQL queries necessary to answer a wide variety of data science questions and prepare robust data sets for analysis in PostgreSQL.

Course

Introduction to DAX in Power BI

BasicSkill Level
4.8+
12,640 reviews
3 hr
Enhance your Power BI knowledge, by learning the fundamentals of Data Analysis Expressions (DAX) such as calculated columns, tables, and measures.

Course

Introduction to Statistics

BasicSkill Level
4.8+
9,595 reviews
4 hr
Learn the fundamentals of statistics, including measures of center and spread, probability distributions, and hypothesis testing with no coding involved!

Course

Data Visualization in Power BI

BasicSkill Level
4.8+
10,862 reviews
3 hr
Power BI is a powerful data visualization tool that can be used in reports and dashboards.

Course

Introduction to Tableau

BasicSkill Level
4.8+
5,725 reviews
6 hr
Start your Tableau journey with our Introduction to Tableau course. Discover Tableau basics such as its features and dashboards.

Course

Introduction to Statistics in Python

IntermediateSkill Level
4.8+
8,786 reviews
4 hr
Grow your statistical skills and learn how to collect, analyze, and draw accurate conclusions from data using Python.

Course

Data Preparation in Excel

BasicSkill Level
4.8+
7,483 reviews
3 hr
Understand how to prepare Excel data through logical functions, nested formulas, lookup functions, and PivotTables.

Course

Exploratory Data Analysis in SQL

IntermediateSkill Level
4.7+
5,090 reviews
4 hr
Learn how to explore whats available in a database: the tables, relationships between them, and data stored in them.

Course

Joining Data with pandas

IntermediateSkill Level
4.8+
9,654 reviews
4 hr
Learn to combine data from multiple tables by joining data together using pandas.

Course

Exploratory Data Analysis in Python

IntermediateSkill Level
4.8+
7,814 reviews
4 hr
Learn how to explore, visualize, and extract insights from data using exploratory data analysis (EDA) in Python.

Course

Introduction to Power Query in Excel

BasicSkill Level
4.8+
2,607 reviews
3 hr
Explore Excel Power Query for advanced data transformation and cleansing to boost your decision-making and analysis.

Course

Data Preparation in Power BI

BasicSkill Level
4.8+
8,730 reviews
3 hr
In this interactive Power BI course, you’ll learn how to use Power Query Editor to transform and shape your data to be ready for analysis.

Course

Data Visualization in Excel

BasicSkill Level
4.8+
4,640 reviews
3 hr
Learn how to create a range of visualizations in Excel for different data layouts, ensuring you incorporate best practices to help you build dashboards.

Course

Cleaning Data in Python

IntermediateSkill Level
4.7+
5,293 reviews
4 hr
Learn to diagnose and treat dirty data and develop the skills needed to transform your raw data into accurate insights!

Course

Data Transformation in Power BI

IntermediateSkill Level
4.7+
5,658 reviews
3 hr
You’ll learn how to (un)pivot, transpose, append and join tables. Gain power with custom columns, M language, and the Advanced Editor.

Course

Data Manipulation with dplyr

BasicSkill Level
4.8+
759 reviews
4 hr
Build Tidyverse skills by learning how to transform and manipulate data with dplyr.

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    Frequently asked questions

    Is data analysis easy to learn?

    It’s different for everyone. Some people pick up data analysis very quickly, while others need a bit more time. The underlying theory and concepts are not hard to understand (or highly technical), but you’ll need to learn a few popular data analysis tools. 

    This includes SQL and databases, a programming language such as Python or R, spreadsheets and Excel, and software such as Power BI or Tableau. 

    It might sound like a lot, but each technology is easy to learn individually, especially when you choose data analysis courses from a dedicated online training provider like DataCamp.

    Has AI changed the role or need for data analysts?

    AI is indeed transforming the data analyst's role. Rather than replacing them, it has automated repetitive tasks, freeing analysts to focus on complex issues, interpret AI results, and strategize. Although AI aids in data analysis, human supervision for training and adjusting AI models remains crucial. Thus, AI is changing the analyst role but increased its importance.

    Which data analysis course is the best?

    We only release courses that meet our high quality standards, which is why DataCamp is known as a leading platform for learning data analysis! That being said, our Data Analyst with Python Career Track is one of our most popular, comprehensive course programs for acquiring the skills to become a data analyst from scratch.

    How can I become a data analyst quickly?

    To become a data analyst quickly, a structured learning path like DataCamp's Career Tracks is beneficial. For example, programs such as our Data Analyst with Python and Data Analyst with Power BI Tracks are designed to gradually upskill you in the various concepts, technologies and processes required to be a data analyst.

    And importantly, becoming a data analyst requires dedication and consistency in learning, while embracing a positive attitude towards problem-solving. Applying your knowledge to real-world projects helps solidify concepts, and creating a data portfolio to showcase these projects can demonstrate your proficiency to potential employers.

    See our 'How to become a data analyst' article for further guidance.

    How can online courses help you learn data analytics?

    DataCamp's courses provide a flexible and convenient way to learn data analytics at your own pace. Our data analytics courses, taught by industry experts, offer interactive exercises and practical projects that help you apply theoretical concepts to real-world scenarios.

    Do I need a background in programming to start learning data analytics?

    No, you don't need a programming background to start learning data analytics. Our beginner courses, such as Introduction to SQL and Analyzing Data in Tableau, are designed to accommodate beginners and gradually introduce programming concepts, if needed.

    What jobs can you get with data analysis skills?

    With data analysis skills in your technical tool kit, you have plenty of job options:

    • Data analyst
    • Database administrator
    • Systems analyst
    • Business intelligence
    • Digital marketer
    • Data scientist
    • Financial analyst
    • And many more!

    Because the modern business world is data-driven, people with data analysis skills find it easy to get work in an eclectic mix of industries and sectors.

    Are data analysis skills in demand?

    Yes, data analysts are some of the most in-demand professionals worldwide. Data from the US Bureau of Labor Statistics suggest the number of jobs for analysts is expected to grow by 23% between 2021 and 2031.

    How can I prove my data analysis skills to employers?

    To prove your data analysis skills to employers, you can complete our industry recognized Data Analyst Certification. This certification showcases your data analysis knowledge using SQL and either Python or R.

    What tools and software are commonly used in data analytics?

    Common tools in data analytics include Excel, SQL, Python, R, Tableau, and Power BI. These tools help in data manipulation, analysis, and visualization.

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