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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


  • A

    Alberta Machine Intelligence Institute

    Data for Machine Learning

    Skills you'll gain: Feature Engineering, Data Preprocessing, Model Evaluation, Data Quality, Model Training, Data Validation, Data Cleansing, Data Ethics, Data Transformation, Model Optimization, Verification And Validation, Applied Machine Learning, Machine Learning, Responsible AI, Machine Learning Algorithms, Algorithms, Python Programming, Computer Programming, Linear Algebra, Statistical Analysis

    4.4 stars, 98 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (98) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    ChatGPT for Beginners: Using AI for Market Research

    Skills you'll gain: ChatGPT, Market Research, Marketing, Language Interpretation, Translation, and Studies, Generative AI, Content Marketing

    4.4 stars, 101 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (101) · Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • U

    Unilever

    Implementing Supply Chain Analytics

    Skills you'll gain: Descriptive Analytics, Supply Chain, Supply Chain Management, Supply Chain Planning, Predictive Analytics, Operations Research, Forecasting, Inventory Management System, Statistical Programming, Query Languages, Data-Driven Decision-Making, Business Analytics, Advanced Analytics, Analytics, Predictive Modeling, Demand Planning, Agile Methodology, SQL, Data Presentation, Database Software

    4.7 stars, 69 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    Edureka

    Mastering Claude AI: Prompting, APIs, RAG, and MCP

    Skills you'll gain: Retrieval-Augmented Generation, Model Context Protocol, Agentic Workflows, Prompt Engineering, Anthropic Claude, Application Programming Interface (API), Prompt Patterns, Prompt Engineering Tools, LLM Application, JSON, AI Integrations, Generative AI Agents, AI literacy, Tool Calling, Generative AI, Scripting, Token Optimization, Document Management, Context Engineering, Agentic systems

    3.7 stars, 27 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 3.7 (27) · Intermediate · Specialization · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • U

    University of California, Santa Cruz

    Bayesian Statistics: Mixture Models

    Skills you'll gain: R Programming, Statistical Programming, R (Software), Statistical Modeling, Bayesian Statistics, Statistical Software, Markov Model, Mathematical Modeling, Statistical Methods, Statistical Inference, Sampling (Statistics), Simulations, Probability Distribution, Classification Algorithms

    4.5 stars, 63 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (63) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Data Analysis with Python

    Skills you'll gain: Unsupervised Learning, Regression Analysis, Classification Algorithms, Applied Machine Learning, Machine Learning Methods, Dimensionality Reduction, Anomaly Detection, Supervised Learning, Analytical Skills, Machine Learning, Model Evaluation, Machine Learning Algorithms, Data Analysis, Data Mining, Data Preprocessing, Predictive Modeling, Statistical Analysis, Logistic Regression, Model Training, Statistical Machine Learning

    4.7 stars, 30 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (30) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Introduction to Python Functions

    Skills you'll gain: Code Reusability, Data Manipulation, Functional Design, Data Science, Python Programming, Programming Principles, Computer Programming, Software Engineering

    4.8 stars, 58 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • T

    The Chinese University of Hong Kong

    Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话)

    Skills you'll gain: Social Sciences, Statistical Analysis, Statistical Software, Statistical Modeling, Correlation Analysis, Statistical Methods, Advanced Analytics, Regression Analysis, Mathematical Modeling, Data Analysis Software, Research, Model Evaluation, Data Modeling

    4.8 stars, 98 reviews, Mixed, Course, 3 - 6 Months

    ★ 4.8 (98) · Mixed · Course · 3 - 6 Months

    Category: Free
    Free
  • C

    Coursera

    Python for Data Visualization: Matplotlib & Seaborn

    Skills you'll gain: Matplotlib, Histogram, Plot (Graphics), Data Visualization, Seaborn, Scatter Plots, Data Visualization Software, Scientific Visualization, Interactive Data Visualization, Statistical Visualization, Exploratory Data Analysis, Graphing, Python Programming

    4.6 stars, 78 reviews, Beginner, Guided Project, Less Than 2 Hours

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

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Deep Learning for Healthcare

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, Health Informatics, Autoencoders, Recurrent Neural Networks (RNNs), Generative AI, Image Analysis, Machine Learning Methods, Embeddings, Generative Model Architectures, Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Model Deployment, Artificial Neural Networks, Supervised Learning, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Health Care, Big Data

    3.3 stars, 51 reviews, Advanced, Specialization, 1 - 3 Months

    ★ 3.3 (51) · Advanced · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google

    Functions and Conditional Statements

    Skills you'll gain: Code Reusability, Computational Logic, Scripting Languages, Functional Design, Computer Programming

    5 stars, 40 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (40) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Qlik Sense for Business Intelligence

    Skills you'll gain: Interactive Data Visualization, Data Storytelling, Data Presentation, Data Visualization, Business Intelligence, Dashboard Creation, Business Intelligence Software, Data-Driven Decision-Making, Customer Analysis, Data Modeling, Data Analysis, Data Integration, Advanced Analytics, Spatial Data Analysis, Exploratory Data Analysis, Statistical Analysis, Data Transformation, Decision Support Systems, Collaborative Software, Data Validation

    4.7 stars, 90 reviews, Advanced, Specialization, 1 - 3 Months

    ★ 4.7 (90) · Advanced · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
1…858687…276

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

  • Data for Machine Learning: Alberta Machine Intelligence Institute
  • ChatGPT for Beginners: Using AI for Market Research: Coursera
  • Implementing Supply Chain Analytics: Unilever
  • Mastering Claude AI: Prompting, APIs, RAG, and MCP: Edureka
  • Bayesian Statistics: Mixture Models: University of California, Santa Cruz
  • Data Analysis with Python: University of Colorado Boulder
  • Introduction to Python Functions: University of Colorado Boulder
  • Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话): The Chinese University of Hong Kong
  • Python for Data Visualization: Matplotlib & Seaborn: Coursera
  • Deep Learning for Healthcare: University of Illinois Urbana-Champaign

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