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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


  • C

    Coursera

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Model Training, Machine Learning Methods, Machine Learning Algorithms, Statistical Machine Learning, Feature Engineering, Machine Learning Software, Dimensionality Reduction, Machine Learning, Predictive Modeling, Data Wrangling, Predictive Analytics, Forecasting, Data Processing, Anomaly Detection

    4.2 stars, 19 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (19) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Unlocking Business Insights through Storytelling with Data

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Data Visualization Software, Storytelling, Visual Storytelling, Data Integrity, Driving engagement, Presentations, Microsoft Excel, Design Elements And Principles

    4.7 stars, 20 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (20) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Interpretable Machine Learning Applications: Part 2

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Random Forest Algorithm, Decision Intelligence, Data Transformation, Machine Learning Methods, Model Training, Predictive Modeling, Regression Analysis, Decision Tree Learning, Machine Learning, Exploratory Data Analysis, Data Validation, Performance Measurement

    4.3 stars, 34 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.3 (34) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Machine Learning with ChatGPT: Image Classification Model

    Skills you'll gain: Model Evaluation, ChatGPT, Fine-tuning, Keras (Neural Network Library), Model Training, Applied Machine Learning, Data Preprocessing, Image Analysis, Data Import/Export, Test Data, Machine Learning, Python Programming, Artificial Neural Networks, Deep Learning

    4.4 stars, 36 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (36) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Master Data Analysis with Pandas: Learning Path 1 (Enhanced)

    Skills you'll gain: Pandas (Python Package), Data Manipulation, Data Analysis, Python Programming

    4.6 stars, 29 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (29) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Generalized Linear Models and Nonparametric Regression

    Skills you'll gain: Statistical Modeling, R Programming, Statistical Analysis, Data Analysis, R (Software), Data Ethics, Advanced Analytics, Statistical Methods, Data Modeling, Regression Analysis, Predictive Modeling, Mathematical Modeling, Machine Learning, Logistic Regression, Probability & Statistics, Statistical Inference, Model Evaluation, Probability Distribution, Linear Algebra, Calculus

    4.2 stars, 26 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (26) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Colorado Boulder

    Modeling and Predicting Climate Anomalies

    Skills you'll gain: Statistical Analysis, Statistical Methods, Matplotlib, Regression Analysis, Machine Learning Methods, Statistical Modeling, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Data Science, Environmental Policy, Data Analysis, Climate Change Programs, Energy and Utilities, Data Visualization, Pandas (Python Package), Environmental Issue, Climate Change Mitigation

    4.2 stars, 15 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.2 (15) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Next-Generation AI Assistant: Claude by Anthropic

    Skills you'll gain: Prompt Engineering, Anthropic Claude, Marketing Materials, AI powered creativity, Prompt Engineering Tools, Copywriting, Driving engagement, AI Product Strategy, Drive Engagement, Marketing Design, Advertising Campaigns, Promotional Strategies, Promotional Materials, Promotions and Campaigns, Product Planning, Campaign Planning, Writing, Campaign Management

    4 stars, 34 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4 (34) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillUp

    Intro to Lean Six Sigma and Project Identification Methods

    Skills you'll gain: Process Mapping, Lean Six Sigma, Project Risk Management, Six Sigma Methodology, Lean Methodologies, Risk Management, Process Flow Diagrams, Risk Control, Risk Management Framework, Risk Mitigation, Process Improvement, Customer Analysis, Quality Improvement, Performance Metric, User Feedback, Process Improvement and Optimization, Continuous Improvement Process, Key Performance Indicators (KPIs), Project Documentation, Performance Measurement

    4.8 stars, 29 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (29) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • K

    Knowledge Accelerators

    Excel Basics for Beginners: Workbooks, Formatting, Charts and Core Skills

    Skills you'll gain: Data Presentation, Data Entry, Data Processing, Data Science, Organizational Skills, Business Analytics, Data Management, Business Intelligence, Microsoft 365, Productivity Software, Record Keeping, Customer Data Management, Productivity, Financial Analysis, Marketing Planning, Project Management, Event Planning

    4.4 stars, 14 reviews, Beginner, Course, Less Than 2 Hours

    ★ 4.4 (14) · Beginner · Course · Less Than 2 Hours

    Status: Free trial
    Free trial
  • G

    Genentech

    Hands On Clinical Reporting Using R

    Skills you'll gain: Clinical Data Management, Clinical Trials, Clinical Research, Interactive Data Visualization, Case Report Forms, Drug Development, Data Presentation, R (Software), Pharmaceuticals, Shiny (R Package), Data Visualization, Statistical Reporting, Dashboard, Data Modeling, R Programming, Data Manipulation, Statistical Programming, Data Science, Statistical Analysis, Data Preprocessing

    4.6 stars, 19 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (19) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Fundamentals of Database Systems

    Skills you'll gain: Information Systems, Database Software, Database Systems, Database Management Systems, Database Design, Information Management, Databases, Diagram Design, Relational Databases, Database Management, Data Management, Software Systems

    4.3 stars, 32 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.3 (32) · Intermediate · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular data science courses

  • Foundations of Machine Learning: Coursera
  • Unlocking Business Insights through Storytelling with Data: Coursera
  • Interpretable Machine Learning Applications: Part 2: Coursera
  • Machine Learning with ChatGPT: Image Classification Model: Coursera
  • Master Data Analysis with Pandas: Learning Path 1 (Enhanced): Coursera
  • Generalized Linear Models and Nonparametric Regression: University of Colorado Boulder
  • Modeling and Predicting Climate Anomalies: University of Colorado Boulder
  • Next-Generation AI Assistant: Claude by Anthropic: Coursera
  • Intro to Lean Six Sigma and Project Identification Methods: SkillUp
  • Excel Basics for Beginners: Workbooks, Formatting, Charts and Core Skills: Knowledge Accelerators

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