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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

Courses

Analyzing Data in Tableau

พื้นฐานระดับทักษะ
8 hours
3.2K
Take your Tableau skills up a notch with advanced analytics and visualizations.

Tracks

Associate Data Analyst in SQL

39 hours
55.9K
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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เรียกดูหลักสูตรและแทร็กของ Data Analysis

Courses

Introduction to Oracle SQL

พื้นฐานระดับทักษะ
4 hours
817
Sharpen your skills in Oracle SQL including SQL basics, aggregating, combining, and customizing data.

Courses

Window Functions in Snowflake

ระดับกลางระดับทักษะ
3 hours
809
Discover Snowflake window functions to solve complex data problems with rankings, partitions, and rolling calculations.

Courses

Time Series Analysis in R

ระดับกลางระดับทักษะ
4 hours
791
Learn the core techniques necessary to extract meaningful insights from time series data.

Courses

Case Study: Analyzing Customer Churn in Tableau

พื้นฐานระดับทักษะ
3 hours
771
You will investigate a dataset from a fictitious company called Databel in Tableau, and need to figure out why customers are churning.

Courses

Pivot Tables in Google Sheets

พื้นฐานระดับทักษะ
2 hours
740
Learn how to create pivot tables and quickly organize thousands of data points with just a few clicks.

Courses

Foundations of Probability in R

พื้นฐานระดับทักษะ
4 hours
717
In this course, youll learn about the concepts of random variables, distributions, and conditioning.

Courses

Calculations in Tableau

ขั้นสูงระดับทักษะ
6 hours
707
In this interactive course, you’ll learn how to use functions for your Tableau calculations and when you should use them!

Courses

Statistical Thinking in Python (Part 1)

ระดับกลางระดับทักษะ
3 hours
693
Build the foundation you need to think statistically and to speak the language of your data.

Courses

User-Oriented Design in Power BI

ระดับกลางระดับทักษะ
2 hours
688
Learn how to design Power BI visualizations and reports with users in mind.

Courses

Intermediate SQL Querying with AI

พื้นฐานระดับทักษะ
3 hours
675
Build SQL skills by writing AI prompts that generate queries for sorting, grouping, filtering, and categorizing data.

Courses

Data Visualization in Databricks

พื้นฐานระดับทักษะ
3 hours
672
Create visualizations and dynamic dashboards with Databricks, turning raw data into clear and actionable insights.

Courses

Introduction to Databases in Python

ระดับกลางระดับทักษะ
4 hours
663
In this course, youll learn the basics of relational databases and how to interact with them.

Courses

Introduction to Bioconductor in R

ระดับกลางระดับทักษะ
4 hours
634
Learn to use essential Bioconductor packages for bioinformatics using datasets from viruses, fungi, humans, and plants!

Courses

Data Transformation in Alteryx

พื้นฐานระดับทักษะ
2 hours
629
Unlock Alteryx for data transformation, mastering Crosstab, Transpose, and workflow optimization in this interactive course.

Courses

Introduction to Polars

พื้นฐานระดับทักษะ
3 hours
628
Learn how to efficiently transform, clean, and analyze data using Polars, a Python library for fast data manipulation.

Courses

Manipulating Time Series Data in R

ระดับกลางระดับทักษะ
4 hours
620
Master time series data manipulation in R, including importing, summarizing and subsetting, with zoo, lubridate and xts.

Courses

Working with Geospatial Data in Python

ระดับกลางระดับทักษะ
4 hours
612
This course will show you how to integrate spatial data into your Python Data Science workflow.

Courses

Data Processing in Shell

ระดับกลางระดับทักษะ
4 hours
610
Learn powerful command-line skills to download, process, and transform data, including machine learning pipeline.

Courses

Intermediate Data Visualization with Seaborn

ระดับกลางระดับทักษะ
4 hours
609
Use Seaborns sophisticated visualization tools to make beautiful, informative visualizations with ease.

Courses

Introduction to Linear Modeling in Python

ระดับกลางระดับทักษะ
4 hours
581
Explore the concepts and applications of linear models with python and build models to describe, predict, and extract insight from data patterns.

Courses

Case Study: Analyzing Job Market Data in Power BI

พื้นฐานระดับทักษะ
4 hours
580
Help a fictional company in this interactive Power BI case study. You’ll use Power Query, DAX, and dashboards to identify the most in-demand data jobs!

Courses

Forecasting in R

พื้นฐานระดับทักษะ
5 hours
575
Learn how to make predictions about the future using time series forecasting in R including ARIMA models and exponential smoothing methods.

Courses

Data Manipulation with data.table in R

พื้นฐานระดับทักษะ
4 hours
570
Master core concepts about data manipulation such as filtering, selecting and calculating groupwise statistics using data.table.

Courses

Bayesian Data Analysis in Python

ระดับกลางระดับทักษะ
4 hours
542
Learn all about the advantages of Bayesian data analysis, and apply it to a variety of real-world use cases!

Courses

Modeling with Data in the Tidyverse

ระดับกลางระดับทักษะ
4 hours
539
Discover different types in data modeling, including for prediction, and learn how to conduct linear regression and model assessment measures in the Tidyverse.

Courses

Biomedical Image Analysis in Python

ระดับกลางระดับทักษะ
4 hours
533
Learn the fundamentals of exploring, manipulating, and measuring biomedical image data.

Courses

Cleaning Data in PostgreSQL Databases

ระดับกลางระดับทักษะ
4 hours
532
Learn to tame your raw, messy data stored in a PostgreSQL database to extract accurate insights.

แหล่งข้อมูลที่เกี่ยวข้องบน Data Analysis

blogs

How to Become a Data Analyst in 2026: 5 Steps to Start Your Career

Learn how to become a data analyst and discover everything you need to know about launching your career, including the skills you need and how to learn them.
Elena Kosourova's photo

Elena Kosourova

15 นาที

blogs

30 Data Analytics Projects for All Levels in 2026

Explore our list of data analytics projects for beginners, final-year students, and professionals. The list consists of guided/unguided projects and tutorials with source code.
Abid Ali Awan's photo

Abid Ali Awan

13 นาที

Tutorials

Alteryx Tutorial: A Comprehensive Hands-On Guide for Data Analytics

Dive into our detailed Alteryx tutorial and learn how this powerful data analytics tool can transform your data handling experience. This guide covers everything from installation to advanced workflow automation in Alteryx, making it the perfect resource for beginners and seasoned data professionals alike.
Kurtis Pykes 's photo

Kurtis Pykes

11 นาที

Ready to apply your skills?

Projects allow you to apply your knowledge to a wide range of datasets to solve real-world problems in your browser

    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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