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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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Prova DataCamp for Business

Recommended for Data Analysis beginners

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

Corso

Analizzare i dati in Tableau

BasicLivello di competenza
8 ore
3.3K
Migliora le tue competenze con Tableau grazie ad analisi e visualizzazioni avanzate.

Programma

Analista dati associato in SQL

39 ore
56.9K
Acquisisci le competenze SQL necessarie per interrogare un database, analizzare i risultati e diventare un analista di dati esperto di SQL. Non è richiesta alcuna esperienza di codifica!

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Sfoglia i corsi e programmi su Data Analysis

Corso

Visualizing Geospatial Data in Python

IntermedioLivello di competenza
4 ore
319
Learn how to make attractive visualizations of geospatial data in Python using the geopandas package and folium maps.

Corso

Visualizations in Sigma

BasicLivello di competenza
2 ore
316
Learn to build and customize Sigma charts to tell clear, compelling data stories—no coding required.

Corso

Progettazione Sperimentale in R

IntermedioLivello di competenza
4 ore
309
In questo corso imparerai le basi della progettazione sperimentale, una parte fondamentale di qualsiasi analisi dei dati.

Corso

Simulazione statistica in Python

IntermedioLivello di competenza
4 ore
305
Impara a risolvere problemi sempre più complicati usando simulazioni per creare e analizzare dati.

Corso

Generalized Linear Models in R

IntermedioLivello di competenza
4 ore
300
The Generalized Linear Model course expands your regression toolbox to include logistic and Poisson regression.

Corso

Analyzing Survey Data in R

IntermedioLivello di competenza
4 ore
281
Learn survey design using common design structures followed by visualizing and analyzing survey results.

Corso

Dealing With Missing Data in R

BasicLivello di competenza
4 ore
275
Make it easy to visualize, explore, and impute missing data with naniar, a tidyverse friendly approach to missing data.

Corso

Foundations of Probability in Python

IntermedioLivello di competenza
5 ore
273
Learn fundamental probability concepts like random variables, mean and variance, probability distributions, and conditional probabilities.

Corso

Calculations in Sigma

BasicLivello di competenza
2 ore
270
Build dynamic Sigma calculations to explore data, automate logic, and uncover trends with practical business examples.

Corso

Visualizzare dati geospaziali in R

IntermedioLivello di competenza
4 ore
262
Impara a leggere, esplorare e gestire i dati spaziali, poi usa le tue abilità per creare mappe informative con R.

Corso

Errore e incertezza in Google Sheets

IntermedioLivello di competenza
4 ore
257
Learn to distinguish real differences from random noise, and explore psychological crutches we use that interfere with our rational decision making.

Corso

Foundations of Inference in Python

AvanzatoLivello di competenza
4 ore
251
Get hands-on experience making sound conclusions based on data in this four-hour course on statistical inference in Python.

Corso

Analisi di marketing in Tableau

IntermedioLivello di competenza
6 ore
248
Diventa un esperto nellanalisi di marketing con Tableau. Dai unocchiata alle prestazioni, confronta i dati e ottimizza le strategie su tutti i canali.

Corso

Trasformazione dei dati in KNIME

BasicLivello di competenza
2 ore
247
Migliora le tue abilità con KNIME grazie al nostro corso sulla trasformazione dei dati, le operazioni sulle colonne e lottimizzazione del flusso di lavoro.

Corso

Analizzare i dati IoT in Python

IntermedioLivello di competenza
4 ore
244
Scopri come importare, pulire e gestire i dati IoT in Python per prepararli per lapprendimento automatico.

Corso

Survival Analysis in R

IntermedioLivello di competenza
4 ore
241
Learn to work with time-to-event data. The event may be death or finding a job after unemployment. Learn to estimate, visualize, and interpret survival models!

Risorse correlate su Data Analysis

blog

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 min

blog

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 min

Tutorial

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 min

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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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