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Data skills course map
Upskill in data science, data analytics, and foundational data literacy concepts with interactive courses taught by experts in the field.
- Advance your career with in-demand data skills
- Choose from hundreds of courses
- Get hands-on coding experience
AWS courses
Airflow courses
Most popular
Introduction to Airflow in PythonAll courses
ChatGPT courses
Most popular
Introduction to ChatGPTAll courses
Databricks courses
Most popular
Introduction to DatabricksAll courses
Docker courses
Most popular
Introduction to DockerAll courses
Excel courses
Git courses
Julia courses
MLflow courses
Most popular
Introduction to MLflowAll courses
OpenAI courses
Power BI courses
Most popular
Introduction to Power BIIntroduction to DAX in Power BIData Visualization in Power BIData Modeling in Power BIData Preparation in Power BIAll courses
Baseball Data Visualization in Power BICase Study: Analyzing Customer Churn in Power BICase Study: Analyzing Healthcare Data in Power BICase Study: Analyzing Job Market Data in Power BICase Study: Competitor Sales Analysis in Power BICase Study: Ecommerce Analysis in Power BICase Study: HR Analytics in Power BICase Study: Inventory Analysis in Power BICase Study: Mortgage Trading Analysis in Power BICase Study: Supply Chain Analytics in Power BIDAX Functions in Power BIData Connections in Power BIData Modeling in Power BIData Preparation in Power BIData Transformation in Power BIData Visualization in Power BIDeploying and Maintaining Assets in Power BIExploratory Data Analysis in Power BIFinancial Analysis in Power BIIntermediate DAX in Power BIIntermediate Data Modeling in Power BIIntroduction to DAX in Power BIIntroduction to Financial Statements in Power BIIntroduction to Power BIIntroduction to Python in Power BIReport Design in Power BIReports in Power BITime Series Analysis in Power BITrend Analysis in Power BIUser-Oriented Design in Power BI
PyTorch courses
Python courses
Most popular
Introduction to PythonIntermediate PythonIntroduction to Data Science in PythonPython Data Science Toolbox (Part 1)Data Manipulation with pandasAll courses
A/B Testing in PythonARIMA Models in PythonAdvanced Deep Learning with KerasAdvanced NLP with spaCyAnalyzing Financial Statements in PythonAnalyzing IoT Data in PythonAnalyzing Marketing Campaigns with pandasAnalyzing Police Activity with pandasAnalyzing Social Media Data in PythonAnalyzing Survey Data in PythonAnalyzing US Census Data in PythonAnomaly Detection in PythonBayesian Data Analysis in PythonBiomedical Image Analysis in PythonBond Valuation and Analysis in PythonBuilding Chatbots in PythonBuilding Dashboards with Dash and PlotlyBuilding Data Engineering Pipelines in PythonBuilding Recommendation Engines in PythonCase Studies in Statistical ThinkingCase Study: School Budgeting with Machine Learning in PythonCleaning Data in PythonCluster Analysis in PythonCredit Risk Modeling in PythonCustomer Analytics and A/B Testing in PythonCustomer Segmentation in PythonData Manipulation with pandasData Privacy and Anonymization in PythonData Structures and Algorithms in PythonData Types for Data Science in PythonDealing with Missing Data in PythonDesigning Machine Learning Workflows in PythonDeveloping Python PackagesDimensionality Reduction in PythonDiscrete Event Simulation in PythonETL in PythonEnd-to-End Machine LearningEnsemble Methods in PythonExploratory Data Analysis in PythonExploring and Analyzing Data in PythonExtreme Gradient Boosting with XGBoostFeature Engineering for Machine Learning in PythonFeature Engineering for NLP in PythonFinancial Forecasting in PythonFinancial Trading in PythonFoundations of Inference in PythonFoundations of Probability in PythonFraud Detection in PythonGARCH Models in PythonGeneralized Linear Models in PythonHR Analytics: Predicting Employee Churn in PythonHyperparameter Tuning in PythonHypothesis Testing in PythonImage Processing in PythonImage Processing with Keras in PythonImporting and Managing Financial Data in PythonImproving Your Data Visualizations in PythonInteractive Data Visualization with BokehIntermediate Data Visualization with SeabornIntermediate Importing Data in PythonIntermediate Network Analysis in PythonIntermediate Predictive Analytics in PythonIntermediate PythonIntermediate Python for FinanceIntermediate Regression with statsmodels in PythonIntroduction to Data EngineeringIntroduction to Data PipelinesIntroduction to Data Science in PythonIntroduction to Data Visualization with MatplotlibIntroduction to Data Visualization with Plotly in PythonIntroduction to Data Visualization with SeabornIntroduction to Databases in PythonIntroduction to Deep Learning in PythonIntroduction to Deep Learning with KerasIntroduction to Financial Concepts in PythonIntroduction to Importing Data in PythonIntroduction to Linear Modeling in PythonIntroduction to MongoDB in PythonIntroduction to Natural Language Processing in PythonIntroduction to Network Analysis in PythonIntroduction to NumPyIntroduction to Portfolio Analysis in PythonIntroduction to Portfolio Risk Management in PythonIntroduction to Predictive Analytics in PythonIntroduction to PythonIntroduction to Python for FinanceIntroduction to Regression with statsmodels in PythonIntroduction to Spark SQL in PythonIntroduction to Statistics in PythonIntroduction to TensorFlow in PythonIntroduction to Testing in PythonJoining Data with pandasLinear Classifiers in PythonMachine Learning for Finance in PythonMachine Learning for Marketing in PythonMachine Learning for Time Series Data in PythonMachine Learning with Tree-Based Models in PythonMachine Learning with scikit-learnMachine Translation with KerasManipulating Time Series Data in PythonMarket Basket Analysis in PythonMarketing Analytics: Predicting Customer Churn in PythonModel Validation in PythonMonitoring Machine Learning in PythonMonte Carlo Simulations in PythonNatural Language Processing with spaCyObject-Oriented Programming in PythonPandas Joins for Spreadsheet UsersParallel Programming with Dask in PythonPerforming Experiments in PythonPracticing Coding Interview Questions in PythonPracticing Machine Learning Interview Questions in PythonPracticing Statistics Interview Questions in PythonPredicting CTR with Machine Learning in PythonPreprocessing for Machine Learning in PythonPython Data Science Toolbox (Part 1)Python Data Science Toolbox (Part 2)Python for MATLAB UsersPython for R UsersPython for Spreadsheet UsersQuantitative Risk Management in PythonRecurrent Neural Networks (RNN) for Language Modeling in PythonRegular Expressions in PythonReshaping Data with pandasSampling in PythonSentiment Analysis in PythonSoftware Engineering Principles in PythonSpoken Language Processing in PythonStatistical Simulation in PythonStatistical Thinking in Python (Part 1)Statistical Thinking in Python (Part 2)Streamlined Data Ingestion with pandasSupervised Learning with scikit-learnSupply Chain Analytics in PythonSurvival Analysis in PythonTime Series Analysis in PythonUnit Testing for Data Science in PythonUnsupervised Learning in PythonVisualizing Geospatial Data in PythonVisualizing Time Series Data in PythonWeb Scraping in PythonWinning a Kaggle Competition in PythonWorking with Categorical Data in PythonWorking with Dates and Times in PythonWorking with Geospatial Data in PythonWriting Efficient Code with pandasWriting Efficient Python CodeWriting Functions in Python
R courses
Most popular
Introduction to RIntermediate RIntroduction to the TidyverseIntroduction to Importing Data in RIntroduction to Data Visualization with ggplot2All courses
A/B Testing in RARIMA Models in RAnalyzing Social Media Data in RAnalyzing Survey Data in RAnalyzing US Census Data in RBayesian Modeling with RJAGSBayesian Regression Modeling with rstanarmBond Valuation and Analysis in RBuilding Dashboards with flexdashboardBuilding Dashboards with shinydashboardBuilding Response Models in RBuilding Web Applications with Shiny in RBusiness Process Analytics in RCase Studies: Building Web Applications with Shiny in RCase Studies: Network Analysis in RCase Study: Analyzing City Time Series Data in RCase Study: Exploratory Data Analysis in RCategorical Data in the TidyverseChIP-seq with Bioconductor in RChoice Modeling for Marketing in RCleaning Data in RCluster Analysis in RCommunicating with Data in the TidyverseCreating Dashboards with shinydashboardCreating R PackagesCredit Risk Modeling in RData Manipulation with data.table in RData Manipulation with dplyr Dealing With Missing Data in RDefensive R ProgrammingDeveloping R PackagesDifferential Expression Analysis with limma in RDimensionality Reduction in REquity Valuation in RExperimental Design in RExploratory Data Analysis in RFactor Analysis in RFeature Engineering in RFinancial Trading in RForecasting Product Demand in RForecasting in RFoundations of Functional Programming with purrrFoundations of Inference in RFoundations of Probability in RFraud Detection in RFundamentals of Bayesian Data Analysis in RGARCH Models in RGeneralized Linear Models in RHR Analytics: Exploring Employee Data in RHR Analytics: Predicting Employee Churn in RHandling Missing Data with Imputations in RHierarchical and Mixed Effects Models in RHyperparameter Tuning in RHypothesis Testing in RImporting and Managing Financial Data in RInference for Categorical Data in RInference for Linear Regression in RInference for Numerical Data in RInteractive Data Visualization with plotly in RInteractive Maps with leaflet in RIntermediate Data Visualization with ggplot2Intermediate Functional Programming with purrrIntermediate Importing Data in RIntermediate Interactive Data Visualization with plotly in RIntermediate Portfolio Analysis in RIntermediate RIntermediate R for FinanceIntermediate Regression in RIntermediate Regular Expressions in RIntroduction to A/B Testing in RIntroduction to Anomaly Detection in RIntroduction to Bioconductor in RIntroduction to Data Visualization with ggplot2Introduction to Importing Data in RIntroduction to Natural Language Processing in RIntroduction to Portfolio Analysis in RIntroduction to RIntroduction to R for FinanceIntroduction to Regression in RIntroduction to Spark with sparklyr in RIntroduction to Statistics in RIntroduction to Text Analysis in RIntroduction to Writing Functions in RIntroduction to the TidyverseJoining Data with data.table in RJoining Data with dplyrLife Insurance Products Valuation in RLinear Algebra for Data Science in RMachine Learning for Marketing Analytics in RMachine Learning in the TidyverseMachine Learning with Tree-Based Models in RMachine Learning with caret in RManipulating Time Series Data in RManipulating Time Series Data with xts and zoo in RMarket Basket Analysis in RMixture Models in RModeling with Data in the TidyverseModeling with tidymodels in RMultivariate Probability Distributions in RNetwork Analysis in RNonlinear Modeling with Generalized Additive Models (GAMs) in RObject-Oriented Programming with S3 and R6 in ROptimizing R Code with RcppParallel Programming in RPracticing Statistics Interview Questions in RPredictive Analytics using Networked Data in RProbability Puzzles in RProgramming with dplyrQuantitative Risk Management in RR For SAS UsersRNA-Seq with Bioconductor in RReporting with R MarkdownReshaping Data with tidyrSampling in RScalable Data Processing in RSentiment Analysis in RString Manipulation with stringr in RStructural Equation Modeling with lavaan in RSupervised Learning in R: ClassificationSupervised Learning in R: RegressionSupport Vector Machines in RSurvival Analysis in RText Mining with Bag-of-Words in RTime Series Analysis in RUnsupervised Learning in RVisualization Best Practices in RVisualizing Big Data with Trelliscope in RVisualizing Geospatial Data in RVisualizing Time Series Data in RWeb Scraping in RWorking with Dates and Times in RWriting Efficient R Code
SQL courses
Most popular
Intermediate SQL QueriesIntroduction to SQLSQL for Joining DataData Manipulation in SQLIntermediate SQLAll courses
Analyzing Business Data in SQLApplying SQL to Real-World ProblemsBuilding and Optimizing Triggers in SQL ServerCleaning Data in PostgreSQL DatabasesCleaning Data in SQL Server DatabasesCreating PostgreSQL DatabasesData Manipulation in SQLData-Driven Decision Making in SQLDatabase DesignExploratory Data Analysis in SQLFunctions for Manipulating Data in PostgreSQLFunctions for Manipulating Data in SQL ServerHierarchical and Recursive Queries in SQL ServerImproving Query Performance in PostgreSQLImproving Query Performance in SQL ServerIntermediate SQLIntermediate SQL QueriesIntermediate SQL ServerIntroduction to Oracle SQLIntroduction to Relational Databases in SQLIntroduction to SQLIntroduction to SQL ServerJoining Data in SQLNoSQL ConceptsPostgreSQL Summary Stats and Window FunctionsReporting in SQLSQL for Joining DataTime Series Analysis in PostgreSQLTime Series Analysis in SQL ServerTransactions and Error Handling in PostgreSQLTransactions and Error Handling in SQL ServerWriting Functions and Stored Procedures in SQL Server
Scala courses
Most popular
Introduction to ScalaAll courses
Shell courses
Snowflake courses
Most popular
Introduction to SnowflakeAll courses
Spark courses
Spreadsheets courses
Most popular
Analyzing Data in SpreadsheetsSpreadsheets FoundationsPivot Tables in SpreadsheetsIntermediate SpreadsheetsData Visualization in SpreadsheetsAll courses
Analyzing Data in SpreadsheetsCase Study: Net Revenue Management in SpreadsheetsConditional Formatting in SpreadsheetsData Analysis in SpreadsheetsData Visualization in SpreadsheetsError and Uncertainty in SpreadsheetsFinancial Analytics in SpreadsheetsFinancial Modeling in SpreadsheetsIntermediate SpreadsheetsIntroduction to SpreadsheetsIntroduction to Statistics in SpreadsheetsLoan Amortization in SpreadsheetsMarketing Analytics in SpreadsheetsPivot Tables in SpreadsheetsSpreadsheets Foundations
Tableau courses
Most popular
Introduction to TableauAnalyzing Data in TableauCreating Dashboards in TableauConnecting Data in TableauCase Study: Analyzing Customer Churn in TableauAll courses
Analyzing Data in TableauCalculations in TableauCase Study: Analyzing Customer Churn in TableauCase Study: Analyzing Healthcare Data in TableauCase Study: Analyzing Job Market Data in TableauCase Study: Ecommerce Analysis in TableauCase Study: HR Analytics in TableauCase Study: Inventory Analysis in TableauCase Study: Supply Chain Analytics in TableauConnecting Data in TableauCreating Dashboards in TableauData Visualization in TableauIntroduction to TableauMarketing Analytics in TableauStatistical Techniques in TableauTime Series Analysis in Tableau
Theory courses
Most popular
Understanding Data ScienceUnderstanding Data EngineeringUnderstanding Machine LearningUnderstanding Data VisualizationData Science for BusinessAll courses
AI EthicsArtificial Intelligence (AI) StrategyCommunicating Data InsightsCourse Creation at DataCampDashboard Design ConceptsData Communication ConceptsData FluencyData Governance ConceptsData Literacy Case Study: Remote Working AnalysisData Science for BusinessData Storytelling Case Study: College MajorsData Storytelling Case Study: Green BusinessesData Storytelling ConceptsData-Driven Decision Making for BusinessDeveloping Machine Learning Models for ProductionForming Analytical QuestionsFully Automated MLOpsGenerative AI ConceptsGenerative AI for BusinessImplementing AI Solutions in BusinessIntroduction to AzureIntroduction to DataIntroduction to Data CultureIntroduction to Data EthicsIntroduction to Data LiteracyIntroduction to Data PrivacyIntroduction to Data QualityIntroduction to Data WarehousingIntroduction to DevOpsIntroduction to Programming ParadigmsIntroduction to StatisticsLarge Language Models (LLMs) ConceptsLarge Language Models for BusinessMLOps ConceptsMLOps Deployment and Life CyclingMLOps for BusinessMachine Learning Monitoring ConceptsMachine Learning for BusinessMarketing Analytics for BusinessStreaming ConceptsUnderstanding Artificial IntelligenceUnderstanding Cloud ComputingUnderstanding Data EngineeringUnderstanding Data ScienceUnderstanding Data VisualizationUnderstanding GDPRUnderstanding Machine LearningUnderstanding Modern Data Architecture
dbt courses
Most popular
Introduction to dbtAll courses
BigQuery projects
Most popular
Exploring London's Travel NetworkAll projects
OpenAI projects
Python projects
Most popular
Introduction to DataCamp ProjectsInvestigating Netflix Movies and Guest Stars in The OfficeAnalyzing TV DataDr. Semmelweis and the Discovery of HandwashingThe Android App Market on Google PlayAll projects
A Network Analysis of Game of ThronesA New Era of Data Analysis in BaseballA Visual History of Nobel Prize WinnersASL Recognition with Deep LearningAnalyze Your Runkeeper Fitness DataAnalyzing Crime in Los AngelesAnalyzing Flight Delays and CancellationsAnalyzing Online Sports RevenueAnalyzing River Thames Water LevelsAnalyzing TV DataAssessing Customer Churn Using Machine LearningBad Passwords and the NIST GuidelinesBad Passwords and the NIST GuidelinesBook Recommendations from Charles DarwinBuilding Financial ReportsBuilding a Retail Data PipelineClassify Song Genres from Audio DataCleaning Bank Marketing Campaign DataComparing Cosmetics by IngredientsComparing Search Interest with Google TrendsComparing Search Interest with Google TrendsConsolidating Employee DataCustomer Analytics: Preparing Data for ModelingData Driven Product Management: Conducting a Market AnalysisDebugging a Sales Data WorkflowDisney Movies and Box Office SuccessDo Left-handed People Really Die Young?Dr. Semmelweis and the Discovery of HandwashingExploring Airbnb Market TrendsExploring NYC Public School Test Result ScoresExploring the Bitcoin Cryptocurrency MarketExploring the Evolution of LegoExploring the Evolution of LinuxExploring the History of LegoExtract Stock Sentiment from News HeadlinesFind Movie Similarity from Plot SummariesGenerating Keywords for Google AdsGive Life: Predict Blood DonationsHypothesis Testing in HealthcareHypothesis Testing with Men's and Women's Soccer MatchesInspecting Electric Vehicle Charging TrendsInterpreting Unsupervised Learning ModelsIntroduction to DataCamp ProjectsInvestigating Netflix MoviesInvestigating Netflix Movies and Guest Stars in The OfficeInvestigating Netflix Movies and Guest Stars in The OfficeMobile Games A/B Testing with Cookie CatsModeling Car Insurance Claim OutcomesNYC Airbnb Data AnalysisName Game: Gender Prediction using SoundNaïve Bees: Deep Learning with ImagesNaïve Bees: Image Loading and ProcessingNaïve Bees: Predict Species from ImagesPerforming a Code ReviewPredicting Credit Card ApprovalsPredicting Credit Card ApprovalsPredicting Movie Rental DurationsPredicting Temperature in LondonPredictive Modeling for AgricultureReal-time Insights from Social Media DataRecreating John Snow's Ghost MapReducing Traffic Mortality in the USARisk and Returns: The Sharpe RatioStreamlining Employee DataThe Android App Market on Google PlayThe Android App Market on Google PlayThe GitHub History of the Scala LanguageThe Hottest Topics in Machine LearningVisualizing the History of Nobel Prize WinnersWhat and Where are the World's Oldest BusinessesWhat's in an Avocado Toast: A Supply Chain AnalysisWhich Debts Are Worth the Bank's Effort?Who Is Drunk and When in Ames, Iowa?Who's Tweeting? Trump or Trudeau?Word Frequency in Classic NovelsWord Frequency in Classic NovelsWord Frequency in Moby DickWriting Functions for Product Analysis
R projects
Most popular
Visualizing COVID-19Introduction to DataCamp ProjectsDr. Semmelweis and the Discovery of HandwashingPhyllotaxis: Draw Flowers Using MathematicsExploring the Kaggle Data Science SurveyAll projects
A Text Analysis of Trump's TweetsA Visual History of Nobel Prize WinnersAre You Ready for the Zombie Apocalypse?Bad Passwords and the NIST GuidelinesClustering Bustabit Gambling BehaviorClustering Heart Disease Patient DataCustomer Analytics: Preparing Data for ModelingData Science for Social Good: Crime StudyDegrees That Pay You BackDr. Semmelweis and the Discovery of HandwashingDr. Semmelweis and the Discovery of HandwashingDr. Semmelweis and the Importance of HandwashingDrunken Datetimes in Ames, IowaExplore 538's Halloween Candy RankingsExploring Airbnb Market TrendsExploring the Kaggle Data Science SurveyFunctions for Food Price ForecastsFunctions for Food Price Forecasts (Unguided)Gender Bias in Graduate AdmissionsGoing Down to South Park: A Text AnalysisHealth Survey Data Analysis of BMIHypothesis Testing with Men's and Women's Soccer MatchesImporting and Cleaning DataIntroduction to DataCamp ProjectsKidney Stones and Simpson's ParadoxLevel Difficulty in Candy Crush SagaModeling Car Insurance Claim OutcomesModeling the Volatility of US Bond YieldsNYC Airbnb Data AnalysisPartnering to Protect You from PerilPhyllotaxis: Draw Flowers Using MathematicsPlanning Public Policy in ArgentinaPredict Taxi Fares with Random ForestsReducing Traffic Mortality in the USARise and Fall of Programming LanguagesRise and Fall of Programming LanguagesScout your Athletics Fantasy TeamTV, Halftime Shows, and the Big GameText Mining America's Toughest Game ShowThe Impact of Climate Change on BirdsTrends in Maryland Crime RatesVisualizing COVID-19Visualizing Inequalities in Life ExpectancyWhat Makes a Pokémon Legendary?What Your Heart Rate Is Telling YouWhere Are the Fishes?Where Would You Open a Chipotle?Who Is Drunk and When in Ames, Iowa?Wrangling and Visualizing Musical Data
Redshift projects
Most popular
Exploring London's Travel NetworkAll projects
SQL projects
Most popular
Introduction to DataCamp ProjectsAnalyze International Debt StatisticsWhen Was the Golden Age of Video Games?What and Where are the World's Oldest BusinessesAnalyzing NYC Public School Test Result ScoresAll projects
Analyze International Debt StatisticsAnalyze International Debt StatisticsAnalyzing American Baby Name TrendsAnalyzing Industry Carbon EmissionsAnalyzing Motorcycle Part SalesAnalyzing NYC Public School Test Result ScoresAnalyzing Students' Mental Health in SQLAnalyzing Unicorn CompaniesIntroduction to DataCamp ProjectsOptimizing Online Sports Retail RevenueWhat and Where are the World's Oldest BusinessesWhen Was the Golden Age of Video Games?When Was the Golden Era of Video Games?
Snowflake projects
Excel tracks
All tracks
Julia tracks
All tracks
Power BI tracks
Python tracks
All tracks
Data Science for Everyone Machine Learning for Everyone Machine Learning for EveryoneApplied FinanceBig Data with PySparkData Analyst Data EngineerData Manipulation Data ScientistData Scientist Data Scientist ProfessionalData VisualizationDeep LearningDeep Learning for NLPFinance FundamentalsImage ProcessingImage ProcessingImporting & Cleaning Data Machine Learning EngineerMachine Learning FundamentalsMachine Learning ScientistMarketing AnalyticsNatural Language ProcessingPython FundamentalsPython ProgrammerPython Programmer and Data Analyst Learning PathPython ProgrammingPython ToolboxStatistics FundamentalsSupervised Machine LearningTime Series
R tracks
All tracks
A hands-on introduction to statistics with RAnalyzing Genomic DataApplied FinanceBig DataData Analyst Data Manipulation Data ScientistData Scientist ProfessionalData Visualization Finance FundamentalsImporting & Cleaning Data Interactive Data VisualizationIntermediate Tidyverse ToolboxMachine Learning FundamentalsMachine Learning ScientistMarketing AnalyticsNetwork AnalysisProbability and DistributionsQuantitative AnalystR ProgrammerR Programmer and Data Analyst Learning PathR ProgrammingShiny FundamentalsSpatial DataStatistical InferenceStatisticianStatistics FundamentalsSupervised Machine LearningText MiningTidyverse FundamentalsTime Series Unsupervised Machine Learning
SQL tracks
Shell tracks
All tracks
Spreadsheets tracks
Tableau tracks
Theory tracks
Case Studies
Cheat Sheets
Pandas Cheat Sheet: Data Wrangling in PythonCheat Sheet: Time Series in RData Science for Business LeadersImporting Data: Python Cheat SheetPySpark Cheat Sheet: Spark in PythonPySpark SQL Basics Cheat SheetPython For Data Science Cheat Sheet For BeginnersPython Seaborn: Statistical Data VisualizationThe data.table R Package Cheat SheetCurriculum Cheat Sheet SciPy Cheat Sheet: Linear Algebra in PythonNumPy Cheat Sheet: Data Analysis in PythonPython Data Visualization: Bokeh Cheat SheetTidyverse Cheat Sheet For BeginnersspaCy Cheat Sheet: Advanced NLP in PythonScikit-Learn Cheat Sheet: Python Machine LearningJupyter Notebook Cheat SheetKeras Cheat Sheet: Neural Networks in PythonMatplotlib Cheat Sheet: Plotting in PythonPandas Cheat Sheet for Data Science in Python
Data Sheets
Business Analyst Job Description TemplateData Analyst Job Description TemplateDriving Data Literacy: Consumer Goods (CPG)Data Engineer Job Description TemplateData Scientist Job Description TemplateDriving Data Literacy: Public SectorDriving Data Literacy: HealthcareDriving Data Literacy: FinanceDriving Data Literacy: TechnologyDriving Data Literacy: ConsultingIn-person vs online training
EBooks
Infographics
Podcasts
The Past and Present of Data Science (with Sergey Fogelson)Preventing Fraud in eCommerce with Data Science (with Elad Cohen)The Path to Building Data Cultures (Sudaman Thoppan Mohanchandralal)Operationalizing Machine Learning with MLOps (with Alessya Visnjic)The Future of Responsible AI (with Maria Luciana Axente)Beyond the Language Wars: R & Python for the Modern Data ScientistData Science at AT&T Labs Research (with Noemi Derzsy)Data Science R&D at TD Ameritrade (with Sean Law)Creating Smart Cities with Data Science (with Amen Ra Mashariki)The Credibility Crisis in Data Science (with Skipper Seabold)How Turn Insights into Actions (with Brent Dykes)Scaling Machine Learning Adoption: A Pragmatic ApproachBuilding High Performing Data Teams Harnessing the Power of CollaborationThe Data Storytelling Skills Data Teams NeedWomen in Data Science (with Reshama Shaikh)Getting Your First Data Science Job (with Chris Albon)Critical Thinking in Data Science (with Debbie Berebichez)Data Privacy in the Age of COVID-19 (with Katharine Jarmul)From Predictions to Decisions (with Dan Becker)Creating Trust in Data with Data Observability (with Barr Moses)
Webinars
A Beginner's Guide to Prompt Engineering with ChatGPTGetting Started with the OpenAI API and ChatGPTUsing Joins to Analyze Book Sales in SQLTips for Building a Data Science Portfolio with DataCamp5 Things Every Business Leader Needs to Know About Data StrategySetting up your R EnvironmentDataCamp for Enterprise: Q3 2020 RoadmapData Roles for Data TransformationBuilding Data Fluency in an OrganizationSuccess Metrics For Your Data ProgramHow to Roll Out an Online First Data Literacy ProgramDataCamp for Enterprise: Q2 2020 RoadmapData privacy in the age of COVID-19Preventing Fraud and Boosting eCommerce with Data ScienceMoving From In-Person Training to Online TrainingWebinar | AI, Finance, and Algorithmic TradingCOVID-19 and Hospital Capacity PlanningThe Learning Leader's Guide to Data FluencyBuilding a Scalable Data Strategy With IPTOPAI in Healthcare: What the Slope of Enlightenment Will Look LikeBridging the Communications Gap with Data LiteracyDataCamp: Q3 2021 RoadmapHow AI Can Improve Your Data StrategyDataCamp for Enterprise: What’s New in 2020Don’t Wait: What 300 L&D Leaders Have Learned About Data FluencyData Science for Business LeadersWhat Your Employees Must Learn to Work With Data in the 21st CenturyArtificial Intelligence for Business LeadersA Practical Guide to MLOpsArtificial Intelligence in Finance: An Introduction in PythonGoing Beyond FAQ AssistantsDeep Learning in FinanceHow to hire and test for data skills: A one-size-fits-all kitData Science for Spreadsheet UsersBayesian Covariance for Portfolio OptimizationData Literacy in the 21st CenturyCutting Through the Hype: An Insider’s Account of AI in HealthcareA Day in the Life of a Data ScientistSentiment Analysis For Algorithmic TradingWhat Managers Need To Know About Machine LearningData-Driven Product DevelopmentInside the Data Science WorkflowExploring DataCamp's New Enterprise DashboardDemocratizing Data Science at Your CompanyDataCamp: Q4 2020 RoadmapHow Data Science is Transforming HealthcareRadar—Create Awesome Portfolio Projects To Land Your Dream JobRadar—Acing the Data Science ResumeRadar—Breaking Through The Noise: Starting a Career in Data in 2022Radar—Acing the Data Science InterviewRadar—Ask a Hiring Manager: How to Land a Job in Data ScienceLive Code-Along: Predicting Hotel Booking Cancellations in PythonImplementing Power BI: Best Practices and Avoiding DisastersBecome a Data Analyst with Power BIData Upskilling for International Development at IREXDataCamp: Q2 2022 RoadmapHow Data Skills are Changing the Future of Finance—Expert PanelImpactful Data Engineering—with Datadog's Wouter de BieLive Code-Along: Land Your Dream Job with a Data Science PortfolioLive Code-Along: Introduction To Workspace Teams8 Rules for Effective Data StorytellingDataCamp Workspace Live Code-AlongCDO Panel—The Critical Task of Building Data CultureCreating Learning Cultures with Kelly PalmerBuilding Data Literacy in Federal AgenciesDataCamp: Q1 2022 RoadmapBuild Your Dream Team: Hiring Data Talent EffectivelyHow Data Journalists Deliver Data StoriesBe Data Literate: The Data Literacy Skills Everyone Needs to SucceedBuilding a Personal Brand in DataData Literacy: A How-to Guide for LeadersLive Training: Using Workspace in the ClassroomLive Training: Solving an HR Analytics Case Study with Power BIThe People & Organization Components of Data MaturityThe Infrastructure Component of Data Maturity The 5 Dimensions of Data MaturityThe Tools & Processes Components of Data MaturityHow to Build and Recruit World Class Data TeamsAcing the DataCamp CertificationHow to Become a Business Analyst Live Training: Where is Will? Exploring Cell Phone Data in TableauHire Data Talent Faster with DataCamp RecruitRadar—Building and Scaling Remote Data TeamsRadar—Employer Branding for Data Talent When You’re Not a FAANGRadar—Building Data Champions at Gulf BankRadar—Hiring and Building High Impact Data TeamsRadar—Hiring & Retaining Data Talent in 2022Radar—The Rise of Hybrid Jobs & The Future of Data CareersRadar—Data Science Certification: Is It Worth It? Radar—Keynote—Building the Data-Driven Workforce of the FutureDataCamp in Action — Data Upskilling for Your OrganizationFighting Customer Churn with DataDriving Impact with Data StorytellingLive Training: Visualizing Cost Savings in TableauCustomer Story: How the Novartis L&D Team Scaled Their Data TrainingLive Training: Solving a Job Interview Case Study with Power BIDashboard Design in TableauSupermarket Transaction Analysis in SQLExploratory Data Analysis in Julia for Absolute BeginnersGender Bias Text Analysis in PythonDataCamp Donates Celebrates International Womens’ DayHow to Create a Data Storytelling CultureEffective Data Storytelling: How to Turn Insights into ActionAI for Climate Change with OmdenaDataCamp: Q1 Roadmap 2023Calculating KPIs with DAX in Power BIHow Consultancies Enable Data TransformationTime Series Analysis in PythonDCI Connect - Session 4: Developing Curriculum at DataCamp (Panel)DCI Connect - Session 5: Course Creation at DataCampDCI Connect - Session 6: Instructor Auditioning at DataCampDCI Connect - Session 3: DataCamp Instructor BenefitsDCI Connect - Session 2: Our 2023 Content StrategyDCI Connect - Session 1: Welcome to Instructor Success at DataCampA/B testing in RBuilding an In-House Data AcademySuperbowl Analysis in PythonBuilding Data Literacy with DataCampLive Training: Analyzing Ticket Sales Data with Amazon RedshiftLive Training: Analyzing Olympics Data with SQL and PythonLive Training: Visualizing Video Game Sales Data with ggplot2 in RLive Training: NumPy Crash CourseLive Training: Exploring Air Force Personnel Data with PythonLive Training: How to Explain Black-Box Machine Learning ModelsSetting Up Your Python EnvironmentScaling Data Science At Your Organization - Part 2Scaling Data Science At Your Organization - Part 3Scaling Data Science At Your Organization - Part 1Live Training: Sentiment Analysis and Prediction in PythonLive Training: Analyzing Carbon Footprints in SQLLive Training: Analyzing Students' Mental Health in SQLLive Training: Data Visualization in Python for Absolute BeginnersLive Training: Analyzing a Time Series of the Thames River in PythonLive Training: Analyzing NASA Planetary Exploration Budgets in SQLLive Training: Analyzing Streaming Service Content in SQLLive Training: Exploring Astronaut Activities in SQLLive Training: Exploring World Cup Data in PythonLive Training: Data Visualization in Python for Absolute BeginnersFree Trial Performance Analysis in SQLExploratory Data Analysis in Python for Absolute BeginnersPriceless Probability Puzzles in PythonExploratory Data Analysis in R for Absolute BeginnersExploratory Data Analysis in SQL for Absolute BeginnersThe Data Science Revolution Is Just Getting StartedHow To Land a Job in Data ScienceThe Path to Data FluencyMake the most of your organization’s data with business intelligenceHow to Build the Business Case for Data LiteracyDashboard Design in Power BIGetting Started with Machine Learning in PythonData Trends & Predictions 2023The State of Data Literacy in 2023Fostering Confidence with Data Across Your OrganizationHow Data Leaders Can Build an Impactful Data Team in 2023How to Land a Role in Data Science in 2023How Data Leaders Should Approach Early Data HiresHow Learning Leaders Can Drive Data FluencyA Merry Data Season: Looking Back at 2022’s Biggest Data StoriesLive Training: Participating in DataCamp CompetitionsThe Modern Data Stack: Driving Value with DataLearning to Application: Bridging the Gap with DataCamp WorkspacePredicting Dyslexia using Data ScienceData Trends and Predictions 2022Accelerating Data Transformation The Future of Data Science in Insurance A Framework for Data TransformationBecome a Data-driven Marketer Spend Less Time in Spreadsheets with SQLGetting Started With AnacondaHow Data Science is Driving the Future of AutomotiveDataCamp: Q4 2021 RoadmapSeven tricks for better data storytelling with TableauManage Data Science Projects EffectivelyMeasuring the ROI of Data Literacy ProgramsData Literacy for Responsible AIScaling AI Adoption in Financial ServicesHow L&D Leaders are Shaping Data Literate Workforces5 Things Every Business Leader Needs to Know About Data StrategyFireside chat with Zach Deane-Mayer: On data science, GPT-3 and moreOperationalizing Data Within Large OrganizationsTrain Your Workforce to Thrive in a Data-Driven AgeData Trends and Predictions 2021: The Year of Data FluencyStorytelling for more impactful data scienceFireside chat with Quinn Lathrop: Leading Data Science at DataCampDemocratizing Data in Government AgenciesDataCamp: Q2 2021 RoadmapHow Data Governance Enables Scalable Data SciencePanel: Learning and Development for the Data Driven AgeBuilding Data CulturesDeveloping an AI Literate NationWhat L&D Leaders Need to Know About Data FluencyHow MLOps Empowers Data TeamsLive Training: Exploring World Cup Data in Power BIHow Data is Used in Soccer AnalyticsDataCamp: Q4 2022 RoadmapAvoiding Pitfalls in Data DemocratizationWhy Get DataCamp Certified: A Deep Dive into DataCamp CertificationsLive Training: Julia for Absolute BeginnersIntroducing DataCamp’s Julia CurriculumGoing from Excel to Tableau with DataCampData Skills to Future-Proof Your OrganizationDemocratizing Data with Power BILive Training: Analyzing a Marketing Funnel in SpreadsheetsHow to Become a Data AnalystHow Data Science Powers Space Exploration & Earth ScienceMachine Learning for Investment FinanceLive Training: Using Workspace in Data AcademiesTransforming an Organization Inside CBRE’s Data Literacy Program
Whitepapers
Digital Transformation in Finance: Upskilling for a Data-Driven AgeDataBird Address France’s Demand for Data ProfessionalsAutoDesk Keeps Team's Python & SQL Skills Up-to-DateLumiraDx Grows Python Skills with Custom TracksUCD Bridges Ireland's Analytics Skill Gap with DataCampHigher-Education Institutions Upskill on Python and RData Training Supports Nonprofits at Duke UniversityLeveraging Data for Better Risk Assessment at AXA XLSingapore Trains Future AI Leaders—with DataCampScottish Power Trains Data Scientists with DataCamp92% Job Placement Rate for Blossom Academy's GraduatesGitgirl Trains 13 Million Women to be Data FluentOmdena's Engineers Use Data to Solve Real-world ProblemsEssex County Council Upskills Staff in Data AnalyticsRolls-Royce 100x'ed the Speed of Engineering ProcessesHow Allianz Upskilled 6,000+ Employees with DataCampJust IT Chooses DataCamp to Accelerate its Blended Learning ProgramHow CBRE Implemented its Data Literacy Program with DataCampEssex Property Trust Experiences 24X Productivity GainsHow Kotak Bank Transitioned to a Modern Analytics StackDemocratizing Data Science in Your OrganizationFrequently Asked Questions When Purchasing a Business SubscriptionThe Difference Between AI and Machine LearningWhy 89% of Companies are Prioritizing Data FluencyWhat Your Employees Must Learn to Work With Data in the 21st Century5 Best Practices for Building Data Science Skills Academies2022 Data Trends and PredictionsHow to Win the Competition for Data Professionals in 2022DataCamp Donates 2020/2021 Impact ReportData Trends & Predictions 2023Insights from Data LeadersYour Organization's Guide to Data MaturityWhat Data Fluency Looks LikeWhat 300+ L&D Leaders Have Learned About Building Data FluencyData Trends and Predictions 2021: The Year of Data Fluency8 Rules for Better Data StorytellingBecoming a Data-driven MarketerThe L&D Guide to Data LiteracyDataCamp Signal: An Effective Tool for Data Skill AssessmentOur Guide to Open Source in Data ScienceData Literacy for Responsible AIData Leader's Guide to Upskilling
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