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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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DataCamp for Business आज़माएं

Recommended for Data Analysis beginners

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

कोर्स

Tableau में Data का विश्लेषण

बुनियादीकौशल स्तर
4.8+
1,613 समीक्षाएँ
8 घंटे
उन्नत एनालिटिक्स और विज़ुअलाइज़ेशन के साथ अपनी Tableau कौशल को एक स्तर ऊपर ले जाएँ।

लर्निंग पाथ

एसोसिएट डेटा विश्लेषक में SQL

4.7+
172 समीक्षाएँ
39 घंटे
डेटाबेस को क्वेरी करने, परिणामों का विश्लेषण करने और SQL में दक्ष डेटा विश्लेषक बनने के लिए आवश्यक SQL कौशल हासिल करें। कोई पूर्व कोडिंग अनुभव आवश्यक नहीं!

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मूल्यांकन लें

Data Analysis पाठ्यक्रम और ट्रैक ब्राउज़ करें

कोर्स

Data Visualization in Databricks

बुनियादीकौशल स्तर
4.7+
580 समीक्षाएँ
3 घंटे
Create visualizations and dynamic dashboards with Databricks, turning raw data into clear and actionable insights.

कोर्स

Data Manipulation in Alteryx

बुनियादीकौशल स्तर
4.8+
628 समीक्षाएँ
3 घंटे
Orchestrate data using unions, joins, parsing, and performance optimization in Alteryx.

कोर्स

Introduction to Statistics in Google Sheets

बुनियादीकौशल स्तर
4.8+
577 समीक्षाएँ
4 घंटे
Learn how to leverage statistical techniques using spreadsheets to more effectively work with and extract insights from your data.

कोर्स

Manipulating Time Series Data in R

मध्यमकौशल स्तर
4.8+
283 समीक्षाएँ
4 घंटे
Master time series data manipulation in R, including importing, summarizing and subsetting, with zoo, lubridate and xts.

कोर्स

Introduction to Bioconductor in R

मध्यमकौशल स्तर
4.7+
112 समीक्षाएँ
4 घंटे
Learn to use essential Bioconductor packages for bioinformatics using datasets from viruses, fungi, humans, and plants!

कोर्स

A/B Testing in Python

मध्यमकौशल स्तर
4.7+
353 समीक्षाएँ
4 घंटे
Learn the practical uses of A/B testing in Python to run and analyze experiments. Master p-values, sanity checks, and analysis to guide business decisions.

कोर्स

Calculations in Tableau

उन्नतकौशल स्तर
4.7+
647 समीक्षाएँ
6 घंटे
In this interactive course, you’ll learn how to use functions for your Tableau calculations and when you should use them!

कोर्स

Modeling with Data in the Tidyverse

मध्यमकौशल स्तर
4.8+
228 समीक्षाएँ
4 घंटे
Discover different types in data modeling, including for prediction, and learn how to conduct linear regression and model assessment measures in the Tidyverse.

कोर्स

Introduction to Oracle SQL

बुनियादीकौशल स्तर
4.8+
246 समीक्षाएँ
4 घंटे
Sharpen your skills in Oracle SQL including SQL basics, aggregating, combining, and customizing data.

कोर्स

Intermediate SQL Querying with AI

बुनियादीकौशल स्तर
4.8+
222 समीक्षाएँ
3 घंटे
Build SQL skills by writing AI prompts that generate queries for sorting, grouping, filtering, and categorizing data.

कोर्स

Forecasting in R

बुनियादीकौशल स्तर
4.9+
51 समीक्षाएँ
5 घंटे
Learn how to make predictions about the future using time series forecasting in R including ARIMA models and exponential smoothing methods.

कोर्स

Intermediate Google Sheets

बुनियादीकौशल स्तर
4.8+
803 समीक्षाएँ
4 घंटे
Expand your Google Sheets vocabulary by diving deeper into data types, including numeric data, logical data, and missing data.

कोर्स

Biomedical Image Analysis in Python

मध्यमकौशल स्तर
4.8+
233 समीक्षाएँ
4 घंटे
Learn the fundamentals of exploring, manipulating, and measuring biomedical image data.

कोर्स

Building Dashboards with Dash and Plotly

मध्यमकौशल स्तर
4.8+
274 समीक्षाएँ
4 घंटे
Learn how to build interactive and insight-rich dashboards with Dash and Plotly.

कोर्स

Linear Algebra for Data Science in R

मध्यमकौशल स्तर
4.7+
133 समीक्षाएँ
4 घंटे
This course is an introduction to linear algebra, one of the most important mathematical topics underpinning data science.

कोर्स

Statistical Thinking in Python (Part 1)

मध्यमकौशल स्तर
4.8+
108 समीक्षाएँ
3 घंटे
Build the foundation you need to think statistically and to speak the language of your data.

कोर्स

Visualizations in Sigma

बुनियादीकौशल स्तर
4.8+
179 समीक्षाएँ
2 घंटे
Learn to build and customize Sigma charts to tell clear, compelling data stories—no coding required.

कोर्स

Foundations of Inference in R

मध्यमकौशल स्तर
4.7+
52 समीक्षाएँ
4 घंटे
Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.

कोर्स

User-Oriented Design in Power BI

मध्यमकौशल स्तर
4.7+
416 समीक्षाएँ
2 घंटे
Learn how to design Power BI visualizations and reports with users in mind.

कोर्स

Introduction to Spark SQL in Python

उन्नतकौशल स्तर
4.7+
144 समीक्षाएँ
4 घंटे
Learn how to manipulate data and create machine learning feature sets in Spark using SQL in Python.

कोर्स

Data Types and Functions in Snowflake

मध्यमकौशल स्तर
4.8+
484 समीक्षाएँ
3 घंटे
Learn Snowflake data types and functions to manipulate text, numbers, and dates while building custom functions and pivot tables.

कोर्स

Data Visualization in Google Sheets

बुनियादीकौशल स्तर
4.8+
625 समीक्षाएँ
4 घंटे
Learn the fundamentals of data visualization using Google Sheets.

कोर्स

Introduction to Polars

बुनियादीकौशल स्तर
4.8+
391 समीक्षाएँ
3 घंटे
Learn how to efficiently transform, clean, and analyze data using Polars, a Python library for fast data manipulation.

कोर्स

Intermediate Data Visualization with Seaborn

मध्यमकौशल स्तर
4.8+
428 समीक्षाएँ
4 घंटे
Use Seaborns sophisticated visualization tools to make beautiful, informative visualizations with ease.

कोर्स

Hierarchical and Mixed Effects Models in R

उन्नतकौशल स्तर
4.7+
181 समीक्षाएँ
4 घंटे
In this course you will learn to fit hierarchical models with random effects.

कोर्स

Generalized Linear Models in R

मध्यमकौशल स्तर
4.8+
190 समीक्षाएँ
4 घंटे
The Generalized Linear Model course expands your regression toolbox to include logistic and Poisson regression.

कोर्स

Working with Geospatial Data in Python

मध्यमकौशल स्तर
4.8+
273 समीक्षाएँ
4 घंटे
This course will show you how to integrate spatial data into your Python Data Science workflow.

कोर्स

Experimental Design in R

मध्यमकौशल स्तर
4.7+
326 समीक्षाएँ
4 घंटे
In this course youll learn about basic experimental design, a crucial part of any data analysis.

कोर्स

Statistical Techniques in Tableau

मध्यमकौशल स्तर
4.8+
637 समीक्षाएँ
4 घंटे
Take your reporting skills to the next level with Tableau’s built-in statistical functions.

Data Analysis पर संबंधित संसाधन

ब्लॉग

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 मि॰

ब्लॉग

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 मि॰

ट्यूटोरियल

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 मि॰


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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