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Cours en Data Science

Les cours en data science peuvent vous aider à comprendre comment analyser des données, créer des modèles et évaluer leurs performances. Vous pouvez développer des compétences en statistique, apprentissage automatique, préparation des données et visualisation. De nombreux cours utilisent des langages et bibliothèques courants pour travailler sur des projets pratiques.

Cours et certificats populaires en Data Science


  • V

    Vanderbilt University

    AI Agents and Agentic AI Architecture in Python

    Skills you'll gain: AI Orchestration, Agentic Workflows, OpenAI API, Generative AI Agents, LLM Application, Prompt Patterns, AI Workflows, Prompt Engineering, Agentic systems, AI Security, Business Logic, File I/O, Transaction Processing, Software Architecture, Memory Management

    4.7 stars, 138 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (138) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    CertNexus

    Create and Lead an Ethical Data-Driven Organization

    Skills you'll gain: Governance, Data Ethics, Business Ethics, Strategic Leadership, Business Leadership, Organizational Leadership, Governance Risk Management and Compliance, Ethical Standards And Conduct, Policy Development, Culture Transformation, Business Transformation, Stakeholder Engagement, Compliance Management, Responsible AI, Policy Analysis, Employee Training, Change Management, Employee Engagement

    4.6 stars, 97 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (97) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google

    Google Data-Driven Decision Making

    Skills you'll gain: Data Visualization, Data Ethics, Dashboard Creation, Data Presentation, Performance Measurement, Data Analysis, Tableau Software, Data Integrity, Stakeholder Engagement, Data Storytelling, Analysis, Communication Strategies, Prompt Patterns, Statistical Methods, Analytics, Data Infrastructure, Stakeholder Communications, Visual Design, Spreadsheet Software, Verbal Communication Skills

    4.7 stars, 112 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (112) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    SQL Problem Solving

    Skills you'll gain: SQL, Data Quality, Complex Problem Solving, Data Visualization, JSON, Query Languages, Business Metrics, Business Reporting, Data Validation, Data Cleansing, Data Presentation, Forecasting, Data Analysis, Predictive Analytics, Data Manipulation

    4 stars, 27 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (27) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    AI Workflow: Data Analysis and Hypothesis Testing

    Skills you'll gain: Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Data Visualization Software, Dashboard Creation, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Methods, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Python Programming, Machine Learning

    4.3 stars, 128 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.3 (128) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    CertNexus

    Communicate Effectively about Ethical Challenges in Data-Driven Technologies

    Skills you'll gain: Crisis Management, Business Ethics, Corporate Communications, Communication Planning, Data Ethics, Media Relations, Communication Strategies, Public Relations, Strategic Communication, Media and Communications, Stakeholder Communications, Business Communication, Workplace inclusivity, Ethical Standards And Conduct, Communication, Internal Communications, Diversity Equity and Inclusion Initiatives, Leadership and Management, Business Strategy, Marketing

    4.4 stars, 100 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (100) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Building R Packages

    Skills you'll gain: Open Source Technology, Package and Software Management, Unit Testing, R (Software), GitHub, Version Control, Rmarkdown, Cross Platform Development, Software Versioning, Software Documentation, Test Case, Testability, R Programming, Code Reusability, Knitr, Continuous Integration, Program Development, Build Tools, Git (Version Control System), Development Testing

    4.1 stars, 223 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.1 (223) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SAS

    Perform Analyses & Build Reports using SAS Visual Analytics

    Skills you'll gain: SAS (Software), Business Analytics, Business Reporting, Interactive Data Visualization, Data Visualization Software, Data Analysis, Advanced Analytics, Data Manipulation, Statistical Programming

    4.7 stars, 215 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (215) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    Tableau Learning Partner

    Advanced Data Visualization with Tableau

    Skills you'll gain: Data Visualization Software, Spatial Data Analysis, Tableau Software, Data Storytelling, Data Visualization, Statistical Visualization, Interactive Data Visualization, Data Presentation, Geospatial Information and Technology, Geospatial Mapping, Data Analysis, Data Mapping, Conversion Funnel Analysis

    4.9 stars, 108 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (108) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Introduction to Predictive Modeling

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Predictive Modeling, Data Preprocessing, Model Training, Regression Analysis, Microsoft Excel, Forecasting, Excel Formulas, Pivot Tables And Charts, Data Manipulation, Data Transformation, Feature Engineering, Statistical Modeling, Spreadsheet Software, Predictive Analytics, Model Optimization, Data Cleansing, Statistical Methods

    4.8 stars, 145 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (145) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Classification Trees in Python, From Start To Finish

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Data Preprocessing, Data Transformation, Supervised Learning, Predictive Modeling, Feature Engineering, Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Model Evaluation, Model Training

    4.6 stars, 233 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (233) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    CertNexus

    Detect and Mitigate Ethical Risks

    Skills you'll gain: Data Ethics, Responsible AI, Accountability Frameworks, Risk Control, Accountability, Risk Management, Risk Analysis, Business Risk Management, Information Privacy, Risk Management Framework, Risk Mitigation, Personally Identifiable Information, Safety Assurance, Safety and Security, Safety Standards, Ethical Standards And Conduct, Artificial Intelligence, Diversity and Inclusion

    4.5 stars, 102 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (102) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data science courses

  • AI Agents and Agentic AI Architecture in Python: Vanderbilt University
  • Create and Lead an Ethical Data-Driven Organization: CertNexus
  • Google Data-Driven Decision Making: Google
  • SQL Problem Solving: University of California, Davis
  • AI Workflow: Data Analysis and Hypothesis Testing: IBM
  • Communicate Effectively about Ethical Challenges in Data-Driven Technologies: CertNexus
  • Building R Packages: Johns Hopkins University
  • Perform Analyses & Build Reports using SAS Visual Analytics: SAS
  • Advanced Data Visualization with Tableau: Tableau Learning Partner
  • Introduction to Predictive Modeling: University of Minnesota

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