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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

Interactive Maps with leaflet in R

बुनियादीकौशल स्तर
4.7+
92 समीक्षाएँ
4 घंटे
Learn how to produce interactive web maps with ease using leaflet.

कोर्स

Marketing Analytics in Tableau

मध्यमकौशल स्तर
4.8+
85 समीक्षाएँ
6 घंटे
Master marketing analytics using Tableau. Analyze performance, benchmark metrics, and optimize strategies across channels.

कोर्स

Analyzing IoT Data in Python

मध्यमकौशल स्तर
4.8+
102 समीक्षाएँ
4 घंटे
Learn how to import, clean and manipulate IoT data in Python to make it ready for machine learning.

कोर्स

Handling Missing Data with Imputations in R

उन्नतकौशल स्तर
4.7+
103 समीक्षाएँ
4 घंटे
Diagnose, visualize and treat missing data with a range of imputation techniques with tips to improve your results.

कोर्स

Categorical Data in the Tidyverse

बुनियादीकौशल स्तर
4.7+
165 समीक्षाएँ
4 घंटे
Get ready to categorize! In this course, you will work with non-numerical data, such as job titles or survey responses, using the Tidyverse landscape.

कोर्स

Data Transformation in KNIME

बुनियादीकौशल स्तर
4.8+
283 समीक्षाएँ
2 घंटे
Enhance your KNIME skills with our course on data transformation, column operations, and workflow optimization.

कोर्स

Analyzing Social Media Data in Python

मध्यमकौशल स्तर
4.8+
32 समीक्षाएँ
4 घंटे
In this course, youll learn how to collect Twitter data and analyze Twitter text, networks, and geographical origin.

कोर्स

Generalized Linear Models in Python

उन्नतकौशल स्तर
4.7+
143 समीक्षाएँ
5 घंटे
Extend your regression toolbox with the logistic and Poisson models and learn to train, understand, and validate them, as well as to make predictions.

कोर्स

Error and Uncertainty in Google Sheets

मध्यमकौशल स्तर
4.7+
138 समीक्षाएँ
4 घंटे
Learn to distinguish real differences from random noise, and explore psychological crutches we use that interfere with our rational decision making.

कोर्स

Data Manipulation with data.table in R

बुनियादीकौशल स्तर
4.6+
21 समीक्षाएँ
4 घंटे
Master core concepts about data manipulation such as filtering, selecting and calculating groupwise statistics using data.table.

कोर्स

Visualizing Geospatial Data in R

मध्यमकौशल स्तर
4.5+
86 समीक्षाएँ
4 घंटे
Learn to read, explore, and manipulate spatial data then use your skills to create informative maps using R.

कोर्स

Time Series Analysis in PostgreSQL

मध्यमकौशल स्तर
4.8+
92 समीक्षाएँ
4 घंटे
Learn how to use PostgreSQL to handle time series analysis effectively and apply these techniques to real-world data.

कोर्स

Foundations of Inference in Python

उन्नतकौशल स्तर
4.8+
217 समीक्षाएँ
4 घंटे
Get hands-on experience making sound conclusions based on data in this four-hour course on statistical inference in Python.

कोर्स

Survival Analysis in Python

उन्नतकौशल स्तर
4.7+
71 समीक्षाएँ
4 घंटे
Use survival analysis to work with time-to-event data and predict survival time.

कोर्स

Market Basket Analysis in R

मध्यमकौशल स्तर
4.8+
84 समीक्षाएँ
4 घंटे
Explore association rules in market basket analysis with R by analyzing retail data and creating movie recommendations.

कोर्स

Statistical Simulation in Python

मध्यमकौशल स्तर
4.8+
28 समीक्षाएँ
4 घंटे
Learn to solve increasingly complex problems using simulations to generate and analyze data.

कोर्स

Data Visualization in KNIME

बुनियादीकौशल स्तर
4.8+
198 समीक्षाएँ
2 घंटे
Learn to create compelling data visualizations with KNIME, covering charts, components, and dashboards.

कोर्स

Analyzing Police Activity with pandas

मध्यमकौशल स्तर
4.8+
25 समीक्षाएँ
4 घंटे
Explore the Stanford Open Policing Project dataset and analyze the impact of gender on police behavior using pandas.

कोर्स

Pandas Joins for Spreadsheet Users

मध्यमकौशल स्तर
4.7+
53 समीक्षाएँ
4 घंटे
Learn how to effectively and efficiently join datasets in tabular format using the Python Pandas library.

कोर्स

Data Manipulation in KNIME

बुनियादीकौशल स्तर
4.8+
244 समीक्षाएँ
3 घंटे
Automate data manipulation with KNIME, mastering merging, aggregation, database workflows, and advanced file handling.

कोर्स

Discrete Event Simulation in Python

उन्नतकौशल स्तर
4.7+
68 समीक्षाएँ
4 घंटे
Discover the power of discrete-event simulation in optimizing your business processes. Learn to develop digital twins using Pythons SimPy package.

कोर्स

Case Study: Ecommerce Analysis in Tableau

मध्यमकौशल स्तर
4.7+
62 समीक्षाएँ
3 घंटे
In ecommerce, increasing sales and reducing expenses are top priorities. In this case study, youll investigate data from an online pet supply company.

कोर्स

Structural Equation Modeling with lavaan in R

उन्नतकौशल स्तर
4.8+
74 समीक्षाएँ
4 घंटे
Learn how to create and assess measurement models used to confirm the structure of a scale or questionnaire.

कोर्स

Case Studies in Statistical Thinking

मध्यमकौशल स्तर
4.9+
79 समीक्षाएँ
4 घंटे
Take vital steps towards mastery as you apply your statistical thinking skills to real-world data sets and extract actionable insights from them.

कोर्स

Interactive Data Visualization with plotly in R

बुनियादीकौशल स्तर
4.8+
80 समीक्षाएँ
4 घंटे
Learn how to use plotly in R to create interactive data visualizations to enhance your data storytelling.

कोर्स

Case Study: HR Analytics in Tableau

मध्यमकौशल स्तर
4.8+
69 समीक्षाएँ
3 घंटे
Explore HR data analysis in Tableau with this case study.

कोर्स

Conditional Formatting in Google Sheets

बुनियादीकौशल स्तर
4.8+
97 समीक्षाएँ
2 घंटे
Learn how to use conditional formatting with your data through built-in options and by creating custom formulas.

कोर्स

Analyzing US Census Data in Python

मध्यमकौशल स्तर
4.8+
61 समीक्षाएँ
5 घंटे
Learn to use the Census API to work with demographic and socioeconomic data.

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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