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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


  • P

    Pearson

    Data Science Fundamentals Part 2: Unit 2

    Skills you'll gain: A/B Testing, Sampling (Statistics), Statistical Hypothesis Testing, Statistical Inference, Statistical Methods, Statistics, Estimation, Statistical Analysis, Analytics, Probability & Statistics, Data Analysis, Analysis, Correlation Analysis

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Washington

    Data Science at Scale - Capstone Project

    Skills you'll gain: Feature Engineering, Model Evaluation, Data Analysis, Model Training, Predictive Modeling, Data Wrangling, Statistical Modeling, Statistics, Data Science, Data-Driven Decision-Making, Data Preprocessing, Predictive Analytics, Data Collection, Applied Machine Learning, R Programming, Data Pipelines, Research, Supervised Learning, Technical Communication, Python Programming

    3.8 stars, 26 reviews, Mixed, Course, 1 - 3 Months

    ★ 3.8 (26) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google

    Google Prompting Essentials

    Skills you'll gain: Data Visualization, Prompt Engineering Tools, Prompt Patterns, AI powered creativity, Context Engineering, AI literacy, AI Personalization, Generative AI, Timelines, LLM Application, Agentic Workflows, Ideation, Artificial Intelligence, Business Correspondence, Complex Problem Solving, Report Writing, Solution Design, Document Management, Critical Thinking, Machine Learning

    4.8 stars, 8K reviews, Beginner, Specialization, 1 - 4 Weeks

    ★ 4.8 (8K) · Beginner · Specialization · 1 - 4 Weeks

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

    University of Washington

    Machine Learning Foundations: A Case Study Approach

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Feature Engineering, Machine Learning Methods, Regression Analysis, Machine Learning, Image Analysis, Machine Learning Algorithms, AI Personalization, Model Training, Deep Learning, Transfer Learning, Application Development, Predictive Modeling, Model Deployment, Text Mining, Python Programming, Classification Algorithms

    4.6 stars, 14K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (14K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Business Data Management and Communication

    Skills you'll gain: Revenue Recognition, Data Storytelling, Business Analytics, Accrual Accounting, Financial Statements, Responsible AI, Accruals, Cash Flows, Accounting, Financial Statement Analysis, Data-Driven Decision-Making, Financial Accounting, Data Literacy, Business Analysis, Data Presentation, Big Data, Analytics, Asset Management, Intellectual Property, Data Analysis

    4.7 stars, 6.4K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (6.4K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Getting Started in Google Analytics

    Skills you'll gain: Google Analytics, Web Analytics and SEO, Statistical Reporting, Data-Driven Marketing, Analytics, Data Analysis, User Accounts

    4.4 stars, 1.5K reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (1.5K) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • G

    Google

    Stay Ahead of the AI Curve

    Skills you'll gain: AI Enablement, Strategic Thinking, AI literacy, Technology Roadmaps, AI Integrations, Generative AI, Analysis

    4.8 stars, 8.3K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (8.3K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Applied Machine Learning in Python

    Skills you'll gain: Feature Engineering, Model Evaluation, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning Methods, Machine Learning, Model Training, Model Optimization, Machine Learning Algorithms, Unsupervised Learning, Python Programming, Classification Algorithms, Artificial Neural Networks

    4.6 stars, 8.8K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (8.8K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Fundamentals of Visualization with Tableau

    Skills you'll gain: Data Visualization, Interactive Data Visualization, Data Visualization Software, Data Presentation, Data Literacy, Dashboard Creation, Data Ethics, Data Storytelling, Visualization (Computer Graphics), Dashboard, Tableau Software, Data Manipulation, Data Import/Export, Data Analysis, Analytical Skills

    4.5 stars, 6.8K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (6.8K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Data Mining Foundations and Practice

    Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Data Warehousing, Machine Learning Methods, Supervised Learning, Data Pipelines, Data Preprocessing, Classification Algorithms, Data Processing, Data Modeling, Decision Tree Learning, Data Science, Data Management, Machine Learning Algorithms, Data Cleansing, Model Evaluation, Analytical Skills, Ideation, Exploratory Data Analysis

    4.1 stars, 189 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.1 (189) · Intermediate · Specialization · 1 - 3 Months

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

    Duke University

    Business Metrics for Data-Driven Companies

    Skills you'll gain: Business Analytics, Business Metrics, Analytics, Business Process Improvement, Process Improvement, Business Intelligence, Performance Improvement, Digital Analysis, Data Analysis Software, Business Intelligence Software, Business Process, Tableau Software, Business Analysis, Performance Measurement, Data Analysis, Key Performance Indicators (KPIs), Web Analytics, Performance Metric, Data Strategy, Decision Making

    4.6 stars, 8.5K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (8.5K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google

    Maximize Productivity With AI Tools

    Skills you'll gain: Google Gemini, Gemini, Google Workspace, Productivity Software, Generative AI, AI literacy, Model Training, AI Enablement, Operational Efficiency, AI Integrations, Business Workflow Analysis, Google Sheets, Complex Problem Solving

    4.8 stars, 4K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (4K) · 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

  • Data Science Fundamentals Part 2: Unit 2: Pearson
  • Data Science at Scale - Capstone Project: University of Washington
  • Google Prompting Essentials: Google
  • Machine Learning Foundations: A Case Study Approach: University of Washington
  • Business Data Management and Communication: University of Illinois Urbana-Champaign
  • Getting Started in Google Analytics: Coursera
  • Stay Ahead of the AI Curve: Google
  • Applied Machine Learning in Python: University of Michigan
  • Fundamentals of Visualization with Tableau: University of California, Davis
  • Data Mining Foundations and Practice: University of Colorado Boulder

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