Book Recommendations
The Design of Everyday ThingsDesigning for the Digital AgeThe User Experience Team of OneDesign for the Real WorldAccessibility for EveryoneHow to Make Sense of Any Mess
Career Paths
Data Scientist (Python)Data Analyst (Python)Data Engineer (Python)Data Analyst (R)Business Analyst (Power BI)Business Analyst (Tableau)
Chapter-Based Structure
LessonReading listWatchlistReflectionPractice
Community Resource Links
Linkedin search (companies you admire)Women who designProduct design shots on DribbbleBlacks who designYour IXDA local groupInteraction gallery on BehanceLatinx who designQueer design club
Contact for Feedback
hello@uxdesign.cc
Course Count
38 Courses: Data Scientist (Python)27 Courses: Data Analyst (Python)22 Courses: Data Engineer (Python)23 Courses: Data Analyst (R)15 Courses: Business Analyst (Power BI)14 Courses: Business Analyst (Tableau)
Focus on Digital Product Design
For Business/Education
For BusinessFor Educators
Free Tutorials
SQL TutorialsPython TutorialsNumPy, Pandas and Data Visualization TutorialsData Cleaning Tutorials
Hands-On Learning Approach
Inclusive and Ethical Design Emphasis
Industry Expert Content
Jakob NielsenVivianne CastilloKoos LooijesteijnChristina WodtkeRubens CantuniReena MerchantTatiana MacChris KiessBobby GhoshalJared EronduTanner ChristensenTony FadellDon NormanJohn O’NolanLo Min MingAlexis ColladoRyan QuintalWilliam ChannerTimothy AchumbaIheanyi EkechukwuSanjana GalgalikarPaula ScherAga SzóstekMaximilian SchmidtMaggie GramCassie McDanielStuart SilversteinCyd HarrellIsabelle YisakTiffani Ashley BellPablo StanleyRuben PaterLinnéa StridNic ChanEllen WardMáirín MurrayThelma GoldenJen CardelloAndy FitzgeraldJorge ArangoLucia WangAbby CovertSheena IyengarThom MayneMatt LavoieQuintin CarlsonTatiana VlahovicMallory KimNikki AndersonDavid KelleyMichelle ChiuPascal PotvinJonny CzarJon YablonskiTaras SkytskyiErik JohnsonKathy BrewRoberto GuerraVal HeadMeghan WenzelLillian Ayla ErsoyDiana MalewiczAnd many more
Interactive Coding Challenges
Latest Learning Resources
Hands-On NoSQL with MongoDBProject Tutorial: Build a Web Interface for Your Chatbot with Streamlit10 Data Science Jobs That Are in Demand
Project Portfolio Building
Project Templates
Predict The Weather with PythonAnalyze Customers with SQLModel Churn with ExcelPredict Football Winners with PythonClassify Images with PythonBuild a Spam Filter with R
Skill Paths
SQLMachine LearningProbability and StatisticsData Literacy using ExcelAPIs and Web Scraping with PythonGen AI (Python)
Skills Path Course Count
5 Courses: SQL7 Courses: Machine Learning12 Courses: Probability and Statistics5 Courses: Data Literacy using Excel1 Course: APIs and Web Scraping with Python8 Courses: Gen AI (Python)
Standalone Courses
Introduction to PythonCommand LineGit and GithubIntroduction to Pandas and NumPy for Data AnalysisHypothesis Testing in ROptimizing Machine Learning Models in Python
Step-By-Step Learning Path