Datacamp.com - SEO Checker

Overview of the SEO Check
Meta information
100% 
Page quality
93% 
Page structure
58% 
Link structure
25% 
Server
91% 
External factors
100% 
SEO Score
Response time
0.19 s
File size
479.10 kB
Words
3197
Media files
17
Number of links
604 internal / 14 external

Task list of SEO Improvements

Meta specifications

Title
(Critically important)
Learn Data Science and AI Online | DataCamp
The length of the page title is perfect. (415 pixels out of 580 max pixel length)
There are no duplicate words in the title
Meta description
(Critically important)
Learn Data Science & AI from the comfort of your browser, at your own pace with DataCamp's video tutorials & coding challenges on R, Python, Statistics & more.
The length of the meta description is perfect. (996 pixels out of 1000 max pixel length)
Crawlability
(Critically important)
There are no problems in accessing the website.
Canonical URL
(Important)
https://www.datacamp.com/
There is a valid canonical link specified.
Language
(Somewhat important)
Language detected in text: en
Language defined in HTML: en
Language defined in HTTP-Equiv meta tag: en-us
Server location: Germany
There are different language information within the page markup.
The following language is defined by HTML: en-us
Alternate/Hreflang Links
(Somewhat important)
The specified alternate links have no errors.
Other meta tags
(Somewhat important)
There is no rel next meta tag on this page.
There is no rel prev meta tag on this page.
Domain
(Somewhat important)
The domain is no subdomain.
The domain length is good.
The domain does not contain non-latin characters.
Page URL
(Somewhat important)
No parameters were found in the URL.
No session ID was found in the URL.
The URL does not have too many subdirectories.
Charset encoding
(Somewhat important)
The charset encoding (UTF-8) is set correctly.
Doctype
(Nice to have)
The doctype HTML 5 is set correctly.
The doctype is placed at first in the HTML code.
Favicon
(Nice to have)
The favicon is linked correctly.

Meta tags

NameValue
viewportwidth=device-width
descriptionLearn Data Science & AI from the comfort of your browser, at your own pace with DataCamp's video tutorials & coding challenges on R, Python, Statistics & more.
google-site-verificationSVheSZoM0DmoV5ac2QhhADLAYXUKObJc20-w0uF3Rfg
robotsindex, follow
application-name 
msapplication-TileColor#FFFFFF
msapplication-TileImage/marketing-backgrounds/favicons/mstile-144x144.png
msapplication-square70x70logo/marketing-backgrounds/favicons/mstile-70x70.png
/marketing-backgrounds/favicons/msapplication-square150x150logomstile-150x150.png
/marketing-backgrounds/favicons/msapplication-wide310x150logomstile-310x150.png
/marketing-backgrounds/favicons/msapplication-square310x310logomstile-310x310.png
next-head-count54
langen
twitter:titleLearn R, Python & Data Science Online
twitter:descriptionLearn Data Science & AI from the comfort of your browser, at your own pace with DataCamp's video tutorials & coding challenges on R, Python, Statistics & more.
twitter:cardsummary
twitter:site@DataCamp
twitter:imagehttps://www.datacamp.com/datacamp-twitter-share.png
twitter:image:width300
twitter:image:height300
twitter:creator@DataCamp
twitter:domainwww.datacamp.com
og:imagehttps://www.datacamp.com/datacamp-socials-share.png
og:image:width1200
og:image:height630
og:titleLearn R, Python & Data Science Online
og:urlhttps://www.datacamp.com
og:descriptionLearn Data Science & AI from the comfort of your browser, at your own pace with DataCamp's video tutorials & coding challenges on R, Python, Statistics & more.
og:typewebsite
content-languageen-us
charsetUTF-8

Automatically check datacamp.com including all subpages at once!

Try for free
Guaranteed free of charge during trial period.

Page quality

Content
(Critically important)
There are 4 text duplicates on this page:
  • Duplicate 1: Learn the basic concepts of Artificial Intelligence, such as machine l...
  • Duplicate 2: Discover the fundamentals of AI, dive into models like ChatGPT, and de...
This page contains 3197 words. That's ok.
24.4% of the text are stop words.
Keywords used in the page title are also used in the page content. That's good!
Words from the H1 heading are used in the page content.
The page contains a listing, which indicates a good text layout.
29 paragraphs were found on this page.
The text content is perfect.
No placeholders texts or images were found.
The average number of words per sentence of 15.72 words is good.
Frames
(Critically important)
This page does not use a frameset.
Mobile optimization
(Somewhat important)
A viewport "width=device-width" is provided.
At least one Apple touch icon is specified.
Bold and strong tags
(Somewhat important)
The usage of strong and bold tags is perfect. We recommend the use of up to 64 tags for this page.
Image SEO
(Somewhat important)
Alt text (alternative text) is correctly used on all found images.
Social Networks
(Nice to have)
This page is optimized perfectly for social networks.
Additional markup
(Nice to have)
No additional page markup was found.
HTTPS
(Somewhat important)
This website uses HTTPS to protect privacy and integrity of the exchanged data.
All included files are also transferred via HTTPS.

Media list

URLAlt attributeTitle
...data-ai-literacy-report-2025.webp?w=3840Illustration of The State of Data & AI Literacy Report 2025
.../cms/photo-career-switcher-3.webp?w=3840Photo of a person who is a career switcher
...acamp.com/cms/avatar-career-switcher.svgIcon with a grid and wayfinder
...mp.com/cms/photo-team-leader.webp?w=3840Photo of a person who is a team leader
....datacamp.com/cms/avatar-team-leader.svgIcon with a grid and people
....com/cms/photo-skill-builder.webp?w=3840Photo of a person who is a skill builder
...atacamp.com/cms/avatar-skill-builder.svgIcon with a grid and arrows pointin up
....datacamp.com/email/slide-one.avif?w=828Animation of interactive exercises
...datacamp.com/email/slide-two.avif?w=1080Animation of applying knowledge in a project
...tacamp.com/email/slide-three.avif?w=1080Animation of applying knowledge in a project
...camp.com/cms/leondra-gonzalez.webp?w=384Leondra Gonzalez
...tacamp.com/cms/daniel-tedesco.webp?w=384Daniel Tedesco
...mp.com/cms/aaren-stubberfield.webp?w=384Aaren Stubberfield
...datacamp.com/cms/kevin-barlow.webp?w=384Kevin Barlow
...pus-screenshot-with-border-3.webp?w=1920Screenshot of AI hint
...mp.com/cms/07-practice-block.webp?w=3840Example of a practice exercise both on desktop and mobile
....com/cms/certification-cards.webp?w=3840Two DataCamp success stories: Chioma (FCMB) and Stephen (ExxonMobil) became Data Engineers through online courses, earning 50K+ and 15K+ XP, respectively.

Page structure

H1 heading
(Critically important)
Learn data and AI skills
The H1 heading is perfect.
Headings
(Important)
Some headings occur twice on the page.
There are 42 headings on the page. The amount of headings should be in a more proper relation to the amount of text.

Heading structure

Heading levelContent
H1 Learn data and AI skills
H2 Create Your Free Account
H2 Tailored data and AI upskilling for your business
H2 A path for every goal
H2 Download the state of Data & AI Literacy Report 2025
H2 Find your data and AI path
H2 A learning model that powers career transformation
H2 AI-powered interactive learning that works for you
H2 Switch between desktop and mobile to continue learning
H2 Land your dream job in data and AI
H2 Don't just take our word for it.
H2 Join more than 17 million learners worldwide
H2 Grow your data skills with DataCamp for Mobile
H3 Introduction to Python
H3 Introduction to SQL
H3 Introduction to Power BI
H3 Understanding Artificial Intelligence
H3 Introduction to Tableau
H3 Introduction to Excel
H3 Understanding Artificial Intelligence Duplicate text
H3 Working with the OpenAI API
H3 AI Fundamentals
H3 Introduction to LLMs in Python
H3 Understanding Prompt Engineering
H3 Developing LLM Applications with LangChain
H3 Data Analyst in Python
H3 Data Engineer in Python
H3 Data Analyst in Tableau
H3 Data Scientist in Python
H3 Machine Learning Engineer
H3 Associate AI Engineer for Data Scientists
H3 Python Data Fundamentals
H3 SQL Fundamentals
H3 Power BI Fundamentals
H3 Data Literacy Professional
H3 AI Fundamentals Duplicate text
H3 AWS Cloud Practitioner (CLF-C02)
H3 Hands-on, Interactive Courses
H3 Real-world Projects
H3 Become a Certified Professional
H3 Learn from experts at the world's top organizations
H3 Never get stuck with AI
There are too many internal links (604) on this page.
Some internal link anchor texts are too long.
Some internal links have dynamic parameters. All internal URLs, which are not marked as nofollow, should not contain dynamic parameters.
Some anchor texts are used more than once.
4 links don't have an anchor text.
There are 14 external links on this page.
LinkAttributesAnchor text
/courses-allCourses
/courses-all?skill_level=BeginnerSee all Beginner courses
/courses/introduction-to-alteryxIntroduction to Alteryx
/courses/understanding-microso...Understanding Microsoft Azure
/courses/aws-conceptsAWS Concepts
/courses/understanding-data-sc...Understanding Data Science
/courses/intro-to-python-for-d...Introduction to Python
/courses/free-introduction-to-rIntroduction to R
/courses/introduction-to-chatgptLearn ChatGPT
/courses/introduction-to-sqlIntroduction to SQL
/courses/introduction-to-tableauIntroduction to Tableau
/courses/introduction-to-power-biLearn Power BI
/courses/foundations-of-gitFoundations of Git
/courses/introduction-to-relat...Introduction to Relational Databases in SQL
/courses/introduction-to-stati...Introduction to Statistics in Google Sheets
/courses/data-driven-decision-...Data-Driven Decision Making for Business
/courses-all?skill_level=Inter...See all Intermediate courses
/courses/introduction-to-data-...Introduction to Data Engineering
/courses/reporting-in-sqlReporting in SQL
/courses/introduction-to-deep-...Introduction to Deep Learning with PyTorch
/courses/data-driven-decision-...Data-Driven Decision Making in SQL
/courses/introduction-to-stati...Introduction to Statistics in Python
/courses/introduction-to-stati...Introduction to Statistics in R
/courses/statistical-technique...Statistical Techniques in Tableau
/courses/supervised-learning-w...Supervised Learning with scikit-learn
/courses/python-toolboxPython Toolbox
/courses/introduction-to-natur...Introduction to Natural Language Processing in R
/courses/intermediate-data-mod...Intermediate Data Modeling in Power BI
/courses/cleaning-data-in-pythonCleaning Data in Python
/courses-all?skill_level=AdvancedSee all Advanced courses
/courses/deep-learning-for-ima...Deep Learning for Images with PyTorch
/courses/introduction-to-dbtIntroduction to dbt
/courses/introduction-to-mlflowIntroduction to MLflow
/courses/reinforcement-learnin...Reinforcement Learning with Gymnasium in Python
/courses/introduction-to-apach...Introduction to Apache Airflow in Python
/courses/feature-engineering-w...Feature Engineering with PySpark
/courses/machine-learning-for-...Machine Learning for Time Series Data in Python
/courses/introduction-to-llms-...Introduction to LLMs in Python
/courses/big-data-fundamentals...Big Data Fundamentals with PySpark
/courses/monitoring-machine-le...Monitoring Machine Learning in Python
/courses/intermediate-object-o...Intermediate Object-Oriented Programming in Python
/courses/machine-learning-with...Machine Learning with caret in R
/category/data-engineeringData Engineering
/category/data-engineeringSee Data Engineering Courses
/courses/understanding-data-en...Understanding Data Engineering
/courses/database-designDatabase Design
/courses/data-warehousing-conc...Data Warehousing Concepts
/courses/introduction-to-dbtText duplicate Introduction to dbt
/courses/introduction-to-apach...Text duplicate Introduction to Apache Airflow in Python
/courses/introduction-to-nosqlIntroduction to NoSQL
/courses/monitoring-machine-le...Monitoring Machine Learning Concepts
/category/data-analysisData Analysis
/category/data-analysisSee Data Analysis Courses
/courses/data-analysis-in-excelData Analysis in Excel
/courses/exploratory-data-anal...Exploratory Data Analysis in Power BI
/courses/data-analysis-in-goog...Data Analysis in Google Sheets
/courses/exploratory-data-anal...Exploratory Data Analysis in Python
/courses/exploratory-data-anal...Exploratory Data Analysis in SQL
/courses/exploratory-data-anal...Exploratory Data Analysis in R
/courses/bayesian-data-analysi...Bayesian Data Analysis in Python
/courses/fundamentals-of-bayes...Fundamentals of Data Analysis in R
/category/programmingSoftware Development
/category/programmingSee all courses
/courses/introduction-to-dockerIntroduction to Docker
/courses/intermediate-object-o...Text duplicate Intermediate Object-Oriented Programming in Python
/courses/introduction-to-apis-...Introduction to APIs in Python
/courses/introduction-to-pytho...Introduction to Python for Developers
/courses/python-toolboxText duplicate Python Toolbox
/courses/software-engineering-...Software Engineering Principles in Python
/courses/monitoring-machine-le...Text duplicate Monitoring Machine Learning Concepts
/courses/developing-ai-systems...Developing AI Systems with the OpenAI API
/courses/introduction-to-testi...Introduction to Testing in Python
/courses-all?topic_array=Data+...See all Data Preparation courses
/courses/introduction-to-impor...Introduction to Importing Data in Python
/courses/introduction-to-impor...Introduction to Importing Data in R
/courses/cleaning-data-in-pythonText duplicate Cleaning Data in Python
/courses/cleaning-data-in-rCleaning Data in R
/courses/data-preparation-in-p...Data Preparation in Power BI
/courses-all?topic_array=Data+...See all Data Manipulation courses
/courses/joining-data-in-sqlJoining Data in SQL
/courses/data-manipulation-wit...Data Manipulation with pandas
/courses/data-transformation-i...Data Transformation in Power BI
/courses/intermediate-dax-in-p...Intermediate DAX in Power BI
/courses/data-analysis-in-excelText duplicate Data Analysis in Excel
/category/probability-and-stat...Probability & Statistics
/category/probability-and-stat...Text duplicate See all courses
/courses/introduction-to-stati...Text duplicate Introduction to Statistics in Python
/courses/sampling-in-pythonSampling in Python
/courses/experimental-design-i...Experimental Design in Python
/courses/ab-testing-in-pythonA/B Testing in Python
/courses/foundations-of-probab...Foundations of Probability in Python
/courses/analyzing-survey-data...Analyzing Survey Data in Python
/courses/bayesian-data-analysi...Text duplicate Bayesian Data Analysis in Python
/courses/introduction-to-stati...Text duplicate Introduction to Statistics in Google Sheets
/courses/introduction-to-regre...Introduction to Regression in R
/category/cloudCloud
/category/cloudSee Cloud Courses
/courses/understanding-cloud-c...Understanding Cloud Computing
/courses/understanding-microso...Text duplicate Understanding Microsoft Azure
/courses/aws-conceptsText duplicate AWS Concepts
/courses/understanding-microso...Understanding Microsoft Azure Architecture and Services
/courses/understanding-microso...Text duplicate Understanding Microsoft Azure Architecture and Services
/courses/aws-cloud-technology-...AWS Cloud Technology and Services
/courses/introduction-to-aws-b...Introduction to AWS Boto in Python
/courses/streaming-data-with-a...Streaming Data with AWS Kinesis and Lambda
/courses/aws-security-and-cost...AWS Security and Cost Management
/category/artificial-intelligenceArtificial Intelligence (AI)
/category/artificial-intelligenceSee all AI Courses
/courses/introduction-to-chatgptIntroduction to ChatGPT
/courses/understanding-prompt-...Understanding Prompt Engineering
/courses/generative-ai-conceptsGenerative AI Concepts
/courses/understanding-artific...Understanding Artificial Intelligence
/courses/large-language-models...Large Language Models (LLMs) Concepts
/courses/working-with-the-open...Working with the OpenAI API
/courses/introduction-to-deep-...Text duplicate Introduction to Deep Learning with PyTorch
/courses/developing-llm-applic...Developing LLM Applications with LangChain
/category/machine-learningMachine Learning
/category/machine-learningSee Machine Learning Courses
/courses/understanding-machine...Understanding Machine Learning
/courses/machine-learning-for-...Machine Learning for Business
/courses/supervised-learning-w...Text duplicate Supervised Learning with scikit-learn
/courses/unsupervised-learning...Unsupervised Learning in Python
/courses/machine-learning-with...Machine Learning with Tree-Based Models in Python
/courses/natural-language-proc...Natural Language Processing with spaCy
/courses/ensemble-methods-in-p...Ensemble Methods in Python
/courses/introduction-to-deep-...Text duplicate Introduction to Deep Learning with PyTorch
/category/data-visualizationData Visualization
/category/data-visualizationSee Data Visualization courses
/courses/understanding-data-vi...Data Visualization for Everyone
/courses/introduction-to-power-biText duplicate Learn Power BI
/courses/introduction-to-tableauText duplicate Introduction to Tableau
/courses/introduction-to-data-...Data Visualization in R
/courses/data-visualization-in...Data Visualization in Google Sheets
/courses/introduction-to-data-...Introduction to Data Visualization with Seaborn
/courses/creating-dashboards-i...Creating Dashboards in Tableau
/courses/data-visualization-in...Data Visualization in Power BI
/courses/data-visualization-in...Data Visualization in Tableau
/courses/interactive-data-visu...Interactive Data Visualization with plotly in R
/courses-all?topic_array=Appli...See all Applied Finance courses
/courses/introduction-to-pytho...Introduction to Python for Finance
/courses/introduction-to-r-for...Introduction to R for Finance
/courses/introduction-to-portf...Introduction to Portfolio Risk Management in Python
/courses/financial-trading-in-...Financial Trading in Python
/courses/financial-modeling-in...Financial Modeling in Google Sheets
/courses/quantitative-risk-man...Quantitative Risk Management in Python
/courses/credit-risk-modeling-...Credit Risk Modeling in Python
/courses/financial-analytics-i...Financial Analytics in Google Sheets
/courses/importing-and-managin...Importing and Managing Financial Data in Python
/courses-all?topic_array=Repor...See all Reporting courses
/courses/reporting-with-rmarkdownReporting with R Markdown
/courses/analyzing-business-da...Analyzing Business Data in SQL
/courses/data-communication-co...Data Communication Concepts
/courses/reporting-in-sqlText duplicate Reporting in SQL
/courses/building-dashboards-w...Building Dashboards with shinydashboard
/courses/case-studies-building...Case Studies: Building Web Applications with Shiny in R
/courses/building-dashboards-w...Building Dashboards with flexdashboard
/courses/report-design-in-powe...Report Design in Power BI
/tracks/careerCareer & Skill Tracks
/tracks/skillSee all Skill Tracks
/tracks/microsoft-azure-fundam...Microsoft Azure Fundamentals (AZ-900)
/tracks/python-data-fundamentalsPython Data Fundamentals
/tracks/sql-fundamentalsSQL Fundamentals
/tracks/r-programming-fundamen...R Programming Fundamentals
/tracks/ai-fundamentalsAI Fundamentals
/tracks/machine-learning-funda...Machine Learning Fundamentals with Python
/tracks/power-bi-fundamentalsPower BI Fundamentals
/tracks/understanding-data-topicsData Literacy
/tracks/python-programmingPython Software Development
/tracks/data-manipulation-with-rData Manipulation with R
/tracks/data-manipulation-with...Data Manipulation with Python
/tracks/marketing-analytics-wi...Marketing Analytics
/tracks/careerSee all Career Tracks
/tracks/associate-data-scienti...Associate Data Scientist in Python
/tracks/associate-data-analyst...Associate Data Analyst in SQL
/tracks/data-analyst-with-pythonData Analyst with Python
/tracks/associate-ai-engineer-...Associate AI Engineer
/tracks/associate-data-scienti...Associate Data Scientist in R
/tracks/associate-data-analyst...Text duplicate Associate Data Analyst in SQL
/tracks/data-engineer-in-pythonData Engineer in Python
/tracks/data-analyst-in-power-biData Analyst with Power BI
/tracks/python-programmerPython Developer
/tracks/data-analyst-with-rData Analyst with R
/tracks/machine-learning-scien...Machine Learning Scientist with Python
/tracks/machine-learning-scien...Machine Learning Scientist with R
/category/pythonPython
/category/pythonSee Python Courses
/courses/intro-to-python-for-d...Text duplicate Introduction to Python
/courses/intermediate-pythonIntermediate Python
/courses/introduction-to-funct...Introduction to Functions in Python
/courses/writing-efficient-pyt...Writing Efficient Python Code
/courses/introduction-to-pytho...Text duplicate Introduction to Python for Finance
/tracks/skillSee Tracks
/tracks/python-data-fundamentalsText duplicate Python Data Fundamentals
/tracks/python-programming-too...Python Programming Toolbox
/tracks/python-programmerText duplicate Python Developer
/tracks/importing-cleaning-dat...Importing & Cleaning Data with Python
/tracks/machine-learning-funda...Text duplicate Machine Learning Fundamentals with Python
/category/rR
/category/rSee R Courses
/courses/free-introduction-to-rText duplicate Introduction to R
/courses/introduction-to-the-t...Introduction to the Tidyverse
/courses/intermediate-rIntermediate R
/courses/data-manipulation-wit...Data Manipulation with dplyr
/courses/introduction-to-data-...Introduction to Data Visualization with ggplot2
/tracks/skillText duplicate See Tracks
/tracks/r-programming-fundamen...Text duplicate R Programming Fundamentals
/tracks/importing-cleaning-dat...Importing & Cleaning Data with R
/tracks/tidyverse-fundamentalsTidyverse Fundamentals with R
/tracks/shiny-fundamentals-with-rShiny Fundamentals
/tracks/data-visualization-with-rData Visualization with R
/category/sqlSQL
/category/sqlSee SQL Courses
/courses/introduction-to-sqlText duplicate Introduction to SQL
/courses/introduction-to-sql-s...Introduction to SQL Server
/courses/joining-data-in-sqlText duplicate Joining Data in SQL
/courses/introduction-to-relat...Text duplicate Introduction to Relational Databases in SQL
/courses/reporting-in-sqlText duplicate Reporting in SQL
/tracks/skillText duplicate See Tracks
/tracks/sql-fundamentalsText duplicate SQL Fundamentals
/tracks/sql-server-fundamentalsSQL Server Fundamentals
/tracks/sql-for-business-analystsSQL for Business Analysts
/tracks/sql-for-database-admin...SQL for Database Administrators
/tracks/sql-server-for-databas...SQL Server for Database Administrators
/category/power-biPower BI
/category/power-biSee Power BI Courses
/courses/introduction-to-power-biIntroduction to Power BI
/courses/dax-functions-in-powe...DAX Functions in Power BI
/courses/data-modeling-in-powe...Data Modelling in Power BI
/courses/exploratory-data-anal...Text duplicate Exploratory Data Analysis in Power BI
/courses/reports-in-power-biReports in Power BI
/courses/data-preparation-in-p...Text duplicate Data Preparation in Power BI
/category/tableauTableau
/category/tableauSee Tableau Courses
/courses/introduction-to-tableauText duplicate Introduction to Tableau
/tracks/tableau-fundamentalsTableau Fundamentals
/courses/analyzing-data-in-tab...Analyzing Data in Tableau
/courses/creating-dashboards-i...Text duplicate Creating Dashboards in Tableau
/courses/connecting-data-in-ta...Connecting Data in Tableau
/courses/statistical-technique...Text duplicate Statistical Techniques in Tableau
/category/excelSee Excel Courses
/courses/introduction-to-excelIntroduction to Excel
/courses/data-analysis-in-excelText duplicate Data Analysis in Excel
/courses/power-pivot-in-excelPower Pivot in Excel
/courses/data-preparation-in-e...Data Preparation in Excel
/courses/data-visualization-in...Data Visualization in Excel
/category/google-sheetsSee Google Sheets Courses
/courses/introduction-to-googl...Introduction to Google Sheets
/courses/data-analysis-in-goog...Text duplicate Data Analysis in Google Sheets
/courses/intermediate-google-s...Intermediate Google Sheets
/courses/pivot-tables-in-googl...Pivot Tables in Google Sheets
/courses/data-visualization-in...Text duplicate Data Visualization in Google Sheets
/courses-all?technology_array=...ChatGPT & OpenAI
/courses-all?technology_array=...See AI Courses
/courses/introduction-to-chatgptText duplicate Introduction to ChatGPT
/courses/working-with-the-open...Text duplicate Working with the OpenAI API
/courses/chatgpt-prompt-engine...ChatGPT Prompt Engineering for Developers
/courses/introduction-to-embed...Introduction to Embeddings with the OpenAI API
/category/azureAzure
/category/azureSee Azure Courses
/courses/understanding-microso...Text duplicate Understanding Microsoft Azure
/courses/understanding-microso...Text duplicate Understanding Microsoft Azure Architecture and Services
/courses/understanding-microso...Understanding Microsoft Azure Management and Governance
/courses-all?technology_array=...Julia
/courses-all?technology_array=...See Julia Courses
/courses/introduction-to-juliaIntroduction to Julia
/courses/intermediate-juliaIntermediate Julia
/category/dockerSee Docker Courses
/courses/introduction-to-dockerText duplicate Introduction to Docker
/courses/containerization-and-...Containerization and Virtualization Concepts
/courses/intermediate-dockerIntermediate Docker
/courses-all?technology_array....See Kubernetes Courses
/courses/introduction-to-kuber...Introduction to Kubernetes
/courses-all?number=1&content_...See Git Courses
/courses/introduction-to-gitLearn Git
/courses/introduction-to-githu...Introduction to GitHub Concepts
/category/shellSee Shell Courses
/courses/introduction-to-shellIntroduction to Shell
/courses/introduction-to-bash-...Introduction to Bash Scripting
/courses/data-processing-in-shellData Processing in Shell
/courses/cicd-for-machine-lear...CI/CD for Machine Learning
/category/awsAWS
/category/awsSee AWS Courses
/courses/aws-conceptsText duplicate AWS Concepts
/courses/aws-cloud-technology-...Text duplicate AWS Cloud Technology and Services
/courses/aws-security-and-cost...Text duplicate AWS Security and Cost Management
/courses/streaming-data-with-a...Text duplicate Streaming Data with AWS Kinesis and Lambda
/category/alteryxAlteryx
/category/alteryxSee Alteryx Courses
/courses/introduction-to-alteryxText duplicate Introduction to Alteryx
/category/snowflakeSnowflake
/category/snowflakeSee Snowflake Courses
/courses/introduction-to-snowf...Introduction to Snowflake
/courses/introduction-to-snowf...Introduction to Snowflake SQL
/courses/introduction-to-data-...Introduction to Data Modeling in Snowflake
/tracks/skillText duplicate See Tracks
/tracks/snowflake-foundationsSnowflake Foundations
/courses-all?technology_array=dbtdbt
/courses-all?technology_array=dbtSee dbt Courses
/courses/introduction-to-dbtText duplicate Introduction to dbt
/category/sparkSpark
/category/sparkSee Spark Courses
/courses/introduction-to-pysparkIntroduction to PySpark
/courses/big-data-fundamentals...Text duplicate Big Data Fundamentals with PySpark
/courses/introduction-to-spark...Introduction to Spark SQL in Python
/courses/machine-learning-with...Machine Learning with PySpark
/courses/recommendation-engine...Building Recommendation Engines with PySpark
/learn/popular/aiAI
/learn/popular/business-intell...Business Intelligence
/learn/popular/cloudText duplicate Cloud
/learn/popular/data-engineeringText duplicate Data Engineering
https://www.datacamp.com/projectsReal-world Projects
/projects/1596Exploring NYC Public School Test Result Scores
/projects/1574Analyzing Motorcycle Part Sales
/projects/1674Investigating Netflix Movies
/projects/1876Analyzing Crime in Los Angeles
/projects/1611Hypothesis Testing with Men's and Women's Soccer Matches
/projects/1531Analyzing Unicorn Companies
/code-alongCode-Alongs
/code-along/building-ai-applic...Building AI Applications with LangChain and GPT
/code-along/ungated-getting-st...Getting Started with the OpenAI API and ChatGPT
/code-along/sql-for-absolute-b...SQL for Absolute Beginners
/code-along/data-modeling-in-sqlData Modeling in SQL
/code-along/cleaning-data-in-p...Data Cleaning in Python
/data-science-competitionsCompetitions
/competitions/exploring-netfli...Exploring Netflix's most popular content from its Top 10 charts
/competitions/how-much-of-the-...How much of the world has access to the internet?
/competitions/which-countries-...Which countries produce and consume wine?
/competitions/which-tree-speci...Which tree species should the city plant?
/competitions/understanding-th...Understanding the local electricity market
/competitions/how-can-hospital...How can hospitals reduce readmissions?
/competitions/improving-the-pe...Improving the performance of an investment fund
/certificationCertification
/certification/data-scientistData Scientist
/certification/data-analystData Analyst
/certification/data-engineerData Engineer
/certification/sql-associateSQL Associate
/certification/data-literacyText duplicate Data Literacy
/certification/ai-fundamentalsText duplicate AI Fundamentals
/certification/data-analyst-in...Tableau Certified Data Analyst
/certification/data-analyst-in...Power BI Data Analyst
/certification/azure-fundamentalsAzure Fundamentals
/certification/alteryx-fundame...Alteryx Designer Core
https://app.datacamp.com/talentExternal Subdomain Senior Data Scientist, Analytics
https://app.datacamp.com/talentExternal Subdomain Text duplicate Senior Data Scientist, Analytics
https://app.datacamp.com/talentExternal Subdomain Text duplicate Data Scientist
/resourcesResources
https://www.datacamp.com/webinarsUpcoming Webinars
https://www.datacamp.com/webinarsSee all webinars
/webinars/machine-learning-wit...Machine Learning with AWS
/webinars/integrating-ai-into-...Integrating AI Into L&D
/webinars/dont-just-vibe-code-...Don't Just Vibe Code It; Understand It
/webinars/ai-agents-for-busine...AI Agents For Business: The Leader's Guide to AI Agents
/webinars/ai-agents-for-busine...AI Agents For Business: AI Agents and the Future of Work
/webinars/ai-agents-for-busine...AI Agents For Business: Best Practices for Building AI Agents
/webinars/collaborative-data-e...Collaborative Data Engineering with Git
/webinars/creating-a-github-is...Creating a GitHub Issue Resolver AI Agent with Haystack
/resources/webinarsPast Webinars
/resources/webinarsText duplicate See all webinars
/resources/webinars/enabling-g...Enabling Generative AI in the Telecommunications Industry
/resources/webinars/admin-roun...Admin Roundtable: 12 Proven Tactics to Drive Learner Engagement
/resources/webinars/a-blueprin...A Blueprint for AI Transformation
/resources/webinars/how-python...How Python Skills Can Build Your Career in Finance
/resources/webinars/how-data-c...How Data Can Supercharge L&D
/resources/webinars/the-4-pill...The 4 Pillars of Responsible AI
/resources/webinars/a-playbook...A Playbook For Getting Value from AI
/resources/webinars/using-data...Using Data and AI For GTM
/code-alongCode Alongs
/code-alongSee all code-alongs
/code-along/creating-simple-ob...Creating Simple Object-Oriented Programs Using Java
/code-along/building-a-deep-re...Building a Deep Research AI Multi-Agent with LlamaIndex
/code-along/building-a-news-fa...Building a News Fact-Checker AI Agent
/code-along/machine-learning-o...Machine Learning on AWS
/code-along/understanding-your...Understanding Your Customer Journey with Google Analytics 4
/code-along/analyzing-product-...Analyzing Product Demand in SQL
/code-along/building-an-ai-not...Building an AI Note-taking Application
/code-along/building-dashboard...Building Dashboards with Plotly and Dash
https://www.datacamp.com/blogBlog
https://www.datacamp.com/blogSee all blog posts
/blog/claude-4Claude 4: Tests, Features, Access, Benchmarks, and More
/blog/google-io-2025Google I/O 2025: Top 8 AI Announcements (And My Take)
/blog/what-is-aws-lambdaWhat is AWS Lambda? Serverless Computing Made Simple
/blog/aws-ec2-instance-typesAWS EC2 Instance Types Explained: When to Use Each Type
/blog/java-full-stack-develope...Java Full-Stack Developer Roadmap: A 12-Month Learning Path
/blog/what-is-data-partitioningWhat Is Data Partitioning? A Complete Guide for Beginners
/blog/ai-developer-roadmapAI Developer Roadmap: A 12-Month Learning Path to Mastery
/blog/deepfakesWhat Are Deepfakes? Examples, Applications, Ethical Challenges
/cheat-sheetCheat Sheets
/cheat-sheetSee all cheat sheets
/cheat-sheet/azure-cli-cheat-s...Azure CLI Cheat sheet
/cheat-sheet/latex-cheat-sheetLaTeX Cheat Sheet
/cheat-sheet/postgre-sql-basic...PostgreSQL Basics Cheat Sheet
/cheat-sheet/bash-and-zsh-shel...Bash & zsh Shell Terminal Basics Cheat Sheet
/cheat-sheet/excel-shortcuts-c...Excel Shortcuts Cheat Sheet
/cheat-sheet/my-sql-basics-che...MySQL Basics Cheat Sheet
/cheat-sheet/markdown-cheat-sh...Markdown Cheat Sheet
/cheat-sheet/deep-learning-wit...Deep Learning with PyTorch Cheat Sheet
https://www.datacamp.com/tutorialTutorials
https://www.datacamp.com/tutorialSee all tutorials
/tutorial/veo-3Google's Veo 3: A Guide With Practical Examples
/tutorial/aws-cdkBuild Your First AWS CDK Stack: A Beginner-Friendly Tutorial
/tutorial/devstral-quickstart-...Devstral Quickstart Guide: Run Mistral AI's LLM Locally
/tutorial/autogen-tutorialAutoGen Tutorial: Build Multi-Agent AI Applications
/tutorial/docker-entrypointDocker ENTRYPOINT Explained: Usage, Syntax, and Best Practices
/tutorial/pyspark-udfsHow to Use PySpark UDFs and Pandas UDFs Effectively
/tutorial/azure-app-serviceAzure App Service: A Complete Guide for Data Practitioners
/tutorial/langflowLangflow: A Guide With Demo Project
/doc/r/category/r-documentationDocs
/doc/r/category/r-documentationSee all docs
/doc/r/category/r-documentationR-Documentation
/doc/r/category/r-interfaceR-Interface
/doc/r/category/data-inputData-input
/doc/r/category/data-managementData-Management
/doc/r/category/statisticsStatistics
/doc/r/category/graphsGraphs
/resources/whitepapersWhite Papers
/resources/whitepapersSee all white papers
/resources/whitepapers/learnin...The Learning Leader's Guide to AI Literacy
/resources/whitepapers/the-fin...The Finance Leader's Guide to Data Science Use Cases
/resources/whitepapers/signalDataCamp Signal: An Effective Tool for Data Skill Assessment
/resources/whitepapers/data-tr...2022 Data Trends and Predictions
/resources/whitepapers/why-89-...Why 89% of Companies are Prioritizing Data Fluency
/resources/whitepapers/what-yo...What Your Employees Must Learn to Work With Data in the 21st Century
/resources/whitepapers/your-or...Your Organization's Guide to Data Maturity
/resources/whitepapers/what-da...What Data Fluency Looks Like
https://www.datacamp.com/podcastPodcast
https://www.datacamp.com/podcastSee all podcasts
/podcast/making-ai-application...Making AI Applications like Greased Lightning with William Falcon, CEO at Lightning AI
/podcast/what-the-like-button-...What the Like Button Tells You About Your Customers with Bob Goodson, Inventor of the Like Button
/podcast/industry-roundup-4Industry Roundup #4: O3 & O4-mini, LLama 4’s Rocky Release & Google’s Agent Ecosystem
/podcast/end-to-end-ai-applica...End to End AI Application Development with Maxime Labonne, Head of Post-training at Liquid AI & Paul-Emil Iusztin, Founder at Decoding ML
/podcast/from-panic-to-profit-...From Panic to Profit, Via Data with Bill Canady, CEO at Arrowhead Engineered Products
/podcast/data-storytelling-ski...Data Storytelling Skills to Increase Your Impact with Kat Greenbrook, Author of The Data Storyteller's Handbook
/podcast/the-past-and-future-o...The Past and Future of Language Models with Andriy Burkov, Author of The Hundred-Page Machine Learning Book
/podcast/how-ypulse-built-an-a...How YPulse Built an AI Application for Market Research with Dan Coates, President at YPulse
https://www.datacamp.com/pricingPricing
https://www.datacamp.com/pricingFor Individuals
/pricing/studentFor Students
/business/compare-plansFor Business
https://www.datacamp.com/businessText duplicate For Business
/universitiesFor Universities
https://www.datacamp.com/datalabDataLab
https://www.datacamp.com/Anchor Skip to main content
https://www.datacamp.com/No Text
/users/sign_upStart Learning for Free
https://www.datacamp.com/businessDataCamp for Business
/users/auth/openid_connect?kc_...No Text
/users/auth/openid_connect?kc_...No Text
/users/auth/openid_connect?kc_...No Text
/users/auth/openid_connect?kc_...No Text
/terms-of-useTerms of Use
/privacy-policyPrivacy Policy
/category/pythonText duplicate Python
/category/rText duplicate R
/category/sqlText duplicate SQL
/category/chatgptChatGPT
/category/power-biText duplicate Power BI
/category/tableauText duplicate Tableau
/category/excelExcel
/category/dockerDocker
/category/databricksDatabricks
/category/snowflakeText duplicate Snowflake
/category/azureText duplicate Azure
/courses-all?technology_array=GitGit
https://www.datacamp.com/businessText duplicate DataCamp for Business
/business/demoRequest Demo
/business/healthcare-industryHealthcare
/business/finance-industryFinance
/business/technology-industryTechnology
/business/energy-industryEnergy
/business/government-industryGovernment
/courses-allExplore Catalog
/courses/intro-to-python-for-d...Text duplicate Introduction to Python
/courses/intro-to-python-for-d...Subdomain See Details
/courses/introduction-to-sqlText duplicate Introduction to SQL
/courses/introduction-to-sqlSubdomain Text duplicate See Details
/courses/introduction-to-power-biText duplicate Introduction to Power BI
/courses/introduction-to-power-biSubdomain Text duplicate See Details
/courses/understanding-artific...Text duplicate Understanding Artificial Intelligence
/courses/understanding-artific...Subdomain Text duplicate See Details
/courses/introduction-to-tableauText duplicate Introduction to Tableau
/courses/introduction-to-tableauSubdomain Text duplicate See Details
/courses/introduction-to-excelText duplicate Introduction to Excel
/courses/introduction-to-excelSubdomain Text duplicate See Details
/courses/understanding-artific...Text duplicate Understanding Artificial Intelligence
/courses/understanding-artific...Subdomain Text duplicate See Details
/courses/working-with-the-open...Text duplicate Working with the OpenAI API
/courses/working-with-the-open...Subdomain Text duplicate See Details
/tracks/ai-fundamentalsText duplicate AI Fundamentals
/tracks/ai-fundamentalsText duplicate See Details
/courses/introduction-to-llms-...Text duplicate Introduction to LLMs in Python
/courses/introduction-to-llms-...Subdomain Text duplicate See Details
/courses/understanding-prompt-...Text duplicate Understanding Prompt Engineering
/courses/understanding-prompt-...Subdomain Text duplicate See Details
/courses/developing-llm-applic...Text duplicate Developing LLM Applications with LangChain
/courses/developing-llm-applic...Subdomain Text duplicate See Details
/tracks/data-analyst-with-pythonData Analyst in Python
/tracks/data-analyst-with-pythonText duplicate See Details
/tracks/data-engineer-in-pythonText duplicate Data Engineer in Python
/tracks/data-engineer-in-pythonText duplicate See Details
/tracks/data-analyst-in-tableauData Analyst in Tableau
/tracks/data-analyst-in-tableauText duplicate See Details
/tracks/data-scientist-in-pythonData Scientist in Python
/tracks/data-scientist-in-pythonText duplicate See Details
/tracks/machine-learning-engineerMachine Learning Engineer
/tracks/machine-learning-engineerText duplicate See Details
/tracks/associate-ai-engineer-...Associate AI Engineer for Data Scientists
/tracks/associate-ai-engineer-...Text duplicate See Details
/tracks/python-data-fundamentalsText duplicate Python Data Fundamentals
/tracks/python-data-fundamentalsText duplicate See Details
/tracks/sql-fundamentalsText duplicate SQL Fundamentals
/tracks/sql-fundamentalsText duplicate See Details
/tracks/power-bi-fundamentalsText duplicate Power BI Fundamentals
/tracks/power-bi-fundamentalsText duplicate See Details
/tracks/data-literacy-professi...Data Literacy Professional
/tracks/data-literacy-professi...Text duplicate See Details
/tracks/ai-fundamentalsText duplicate AI Fundamentals
/tracks/ai-fundamentalsText duplicate See Details
/tracks/aws-cloud-practitioner...AWS Cloud Practitioner (CLF-C02)
/tracks/aws-cloud-practitioner...Text duplicate See Details
/courses-allText duplicate Explore Catalog
/report/data-ai-literacy-repor...Download the Report
/tracks/careerLearn More
https://www.datacamp.com/businessText duplicate Learn More
/tracks/skillText duplicate Learn More
/courses-allExplore Courses
/courses/data-storytelling-cas...Data Storytelling Case Study: College Majors
/courses/generative-ai-conceptsText duplicate Generative AI Concepts
/courses/joining-data-with-pandasJoining data with pandas
/courses/introduction-to-datab...Introduction to Databricks
/users/sign_upText duplicate Start Learning for Free
https://datacamp.onelink.me/xz...External Subdomain Download on the App Store
https://datacamp.onelink.me/xz...External Subdomain Get it on Google Play
/certificationExplore Certification
/universitiesTeach with DataCamp
/users/sign_upText duplicate Start Learning for Free
/blog/how-to-learn-python-expe...Learn Python
/blog/how-to-learn-aiLearn AI
/learn/power-biText duplicate Learn Power BI
/category/data-engineeringLearn Data Engineering
https://www.datacamp.com/signalAssessments
/tracks/careerCareer Tracks
/tracks/skillSkill Tracks
/courses-allText duplicate Courses
/blog/data-science-roadmapData Science Roadmap
/category/pythonPython Courses
/category/rR Courses
/category/sqlSQL Courses
/category/power-biPower BI Courses
/category/tableauTableau Courses
/category/alteryxAlteryx Courses
/category/azureAzure Courses
/category/awsAWS Courses
/category/google-sheetsGoogle Sheets Courses
/category/excelExcel Courses
/category/artificial-intelligenceAI Courses
/category/data-analysisData Analysis Courses
/category/data-visualizationData Visualization Courses
/category/machine-learningMachine Learning Courses
/category/data-engineeringData Engineering Courses
/category/probability-and-stat...Probability & Statistics Courses
https://www.datacamp.com/datalabNew window Get Started
/datalab/pricingNew window Text duplicate Pricing
/datalab/securityNew window Security
https://datalab-docs.datacamp....New window External Subdomain Documentation
/certificationCertifications
/certification/data-scientistText duplicate Data Scientist
/certification/data-analystText duplicate Data Analyst
/certification/data-engineerText duplicate Data Engineer
/certification/sql-associateText duplicate SQL Associate
/certification/data-analyst-in...Text duplicate Power BI Data Analyst
/certification/data-analyst-in...Text duplicate Tableau Certified Data Analyst
/certification/azure-fundamentalsText duplicate Azure Fundamentals
/certification/ai-fundamentalsText duplicate AI Fundamentals
/resourcesResource Center
https://www.datacamp.com/webinarsUpcoming Events
https://www.datacamp.com/blogText duplicate Blog
/code-alongText duplicate Code-Alongs
https://www.datacamp.com/tutorialText duplicate Tutorials
https://www.datacamp.com/docText duplicate Docs
/open-sourceOpen Source
https://www.rdocumentation.org/External Subdomain RDocumentation
/business/demoBook a Demo with DataCamp for Business
/data-portfolioData Portfolio
https://www.datacamp.com/pricingText duplicate Pricing
/pricing/studentText duplicate For Students
https://www.datacamp.com/businessText duplicate For Business
/universitiesText duplicate For Universities
https://www.datacamp.com/promoDiscounts, Promos & Sales
https://www.datacamp.com/donatesNew window DataCamp Donates
/business/compare-plansBusiness Pricing
/business/learn-teamsTeams Plan
/business/data-unlimitedData & AI Unlimited Plan
/business/customer-storiesCustomer Stories
/business/partner-programPartner Program
https://www.datacamp.com/aboutAbout Us
https://www.datacamp.com/storiesLearner Stories
https://www.datacamp.com/careersCareers
/learn/createBecome an Instructor
https://www.datacamp.com/pressPress
/about/leadershipLeadership
https://support.datacamp.com/h...External Subdomain Contact Us
https://www.datacamp.com/esDataCamp Español
https://www.datacamp.com/ptDataCamp Português
https://www.datacamp.com/deDataCamp Deutsch
https://www.datacamp.com/frDataCamp Français
https://support.datacamp.com/h...External Subdomain Help Center
/affiliatesBecome an Affiliate
https://www.facebook.com/datac...New window External Subdomain Facebook
https://twitter.com/datacampNew window External Twitter
https://www.linkedin.com/schoo...New window External Subdomain LinkedIn
https://www.youtube.com/channe...New window External Subdomain YouTube
https://www.instagram.com/data...New window External Subdomain Instagram
/privacy-policyText duplicate Privacy Policy
/cookie-noticeCookie Notice
/do-not-sell-my-personal-infor...Do Not Sell My Personal Information
/accessibilityAccessibility
https://www.datacamp.com/securityText duplicate Security
/terms-of-useText duplicate Terms of Use

Server configuration

HTTP redirects
(Critically important)
This page redirects to "https://www.datacamp.com/"
HTTP header
(Important)
The X-powered header is sent within the response header. (unnecessary)
The web server transmits the web page (HTML) in compressed form.
Performance
(Somewhat important)
The page response time is excellent with 0.19 seconds.
The file size of the HTML document is fine (479 kB).

HTTP Response Header

NameValue
dateTue, 27 May 2025 15:34:55 GMT
content-typetext/html; charset=utf-8
cf-ray946694460e006ee4-CDG
servercloudflare
permissions-policybrowsing-topics=()
cache-controlpublic, s-maxage=93600, stale-while-revalidate=600
x-powered-byNext.js
etag"ocd4uqkiv4aigj"
varyAccept-Encoding
content-encodinggzip
x-envoy-upstream-service-time1446
x-infra-controltrue
strict-transport-securitymax-age=15552000; includeSubDomains;
x-xss-protection1; mode=block
x-content-type-optionsnosniff
referrer-policyno-referrer-when-downgrade
expect-ctmax-age=15552000
x-frame-optionsSAMEORIGIN
x-kong-upstream-latency1448
x-kong-proxy-latency1
viakong/2.6.1
cf-cache-statusHIT
age20329
set-cookie279 Characters
statuscode200
http_versionHTTP/2

External factors

This page is referenced by wikipedia.
This website has excellent links from other websites.
This page has backlinks from 3,202 referring domains.
This page has 204,771 backlinks.
This page has backlinks from 2,283 different ip addresses.

Robots.txt

User-Agent: *
Disallow: /users/auth/linkedin/callback
Disallow: /create/how
Disallow: *?tab=learning-history*
Disallow: *?redirect=*
Sitemap: https://www.datacamp.com/sitemap/sitemap.xml

Search preview

www.datacamp.com
Learn Data Science and AI Online | DataCamp
Learn Data Science & AI from the comfort of your browser, at your own pace with DataCamp's video tutorials & coding challenges on R, Python, Statistics & more.

Most important keywords

Following keywords were found. You can check the keyword optimization of this page for each keyword.

KeywordResultRecheck
Data97%Check
Learn data90%Check
Data AI89%Check
Learn82%Check
Learn data science81%Check
Learn Data Science AI81%Check
Data Science79%Check
data AI skills77%Check
DataCamp76%Check
data skills76%Check

Automatically check datacamp.com including all subpages at once!

Try for free
Guaranteed free of charge during trial period.

Cookie Policy

We use cookies to make our site work and also for analytics and advertising purposes. You can enable or disable optional cookies as desired. See the following links for more information.

We need these so the site can function properly

So we can better understand how visitors use our website

So we can serve you tailored ads and promotions