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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


  • J

    Johns Hopkins University

    Data Science: Foundations using R

    Skills you'll gain: Rmarkdown, Exploratory Data Analysis, R (Software), Version Control, Statistical Analysis, R Programming, Data Manipulation, Data Cleansing, Data Science, Data Wrangling, Data Visualization, Data Processing, Plot (Graphics), Statistical Programming, Statistical Visualization, Ggplot2, Knitr, Data Sharing, GitHub, Machine Learning

    4.6 stars, 48K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (48K) · Beginner · Specialization · 3 - 6 Months

    Status: Trending right now
    Trending right now
    Status: Free trial
    Free trial
  • I

    IBM

    Data Science Methodology

    Skills you'll gain: Data Cleansing, Data Manipulation, Jupyter, Data Preprocessing, Business Analysis, Model Deployment, Model Evaluation, Data Modeling, Business Research, Data Science, Data Collection, Analytical Skills, Data Analysis, Model Training, Business Requirements, Data Mining

    4.6 stars, 21K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (21K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Corporate Finance Institute

    Practical Data Science for Data Analysts

    Skills you'll gain: Classification Algorithms, Data Preprocessing, Matplotlib, Feature Engineering, Data Visualization, Model Evaluation, Data Import/Export, Exploratory Data Analysis, Plot (Graphics), Pandas (Python Package), Data Presentation, Data Science, NumPy, Regression Analysis, Data Analysis, Data Structures, Data Wrangling, Correlation Analysis, Portfolio Management, Predictive Analytics

    4.5 stars, 23 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.5 (23) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Mathematics for Machine Learning

    Skills you'll gain: Dimensionality Reduction, Linear Algebra, Regression Analysis, NumPy, Calculus, Unsupervised Learning, Applied Mathematics, Statistical Methods, Descriptive Statistics, Model Optimization, Mathematical Software, Machine Learning Methods, Jupyter, Statistics, Numerical Analysis, Applied Machine Learning, Geometry, Artificial Neural Networks, Data Science, Data Manipulation

    4.6 stars, 15K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (15K) · Beginner · Specialization · 3 - 6 Months

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

    Coursera

    Data Science Challenge

    Skills you'll gain: Applied Machine Learning, Predictive Modeling, Jupyter, Predictive Analytics, Model Evaluation, Model Optimization, Data Analysis, Machine Learning, Data Science, Python Programming

    4.7 stars, 228 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (228) · Intermediate · Guided Project · Less Than 2 Hours

  • I

    IBM

    Excel Basics for Data Analysis

    Skills you'll gain: Excel Formulas, Data Cleansing, Pivot Tables And Charts, Spreadsheet Software, Data Wrangling, Microsoft Excel, Data Analysis, Data Quality, Google Sheets, Data Manipulation, Data Integrity, Data Ethics, Data Entry, Data Import/Export, Data Science

    4.7 stars, 11K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (11K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Statistics for Data Science with Python

    Skills you'll gain: Descriptive Statistics, Data Visualization, Statistical Analysis, Data Presentation, Data Analysis, Probability Distribution, Statistics, Statistical Methods, Statistical Hypothesis Testing, Data Science, Statistical Programming, Data Visualization Software, Probability & Statistics, Jupyter, Regression Analysis, Statistical Modeling, Descriptive Analytics, Statistical Inference, Correlation Analysis, Probability

    4.5 stars, 470 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (470) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Pittsburgh

    Mathematical Foundations for Data Science and Analytics

    Skills you'll gain: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Plot (Graphics), Statistics, Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning

    3.6 stars, 16 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 3.6 (16) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Executive Data Science

    Skills you'll gain: Data Quality, Exploratory Data Analysis, Data Presentation, Employee Onboarding, Data Management, Team Motivation, Technical Communication, Data Analysis, Project Management, Interviewing Skills, Data Science, New Hire Orientations, Data-Driven Decision-Making, Data Strategy, Management Training And Development, Organizational Leadership, Team Management, Data Literacy, Leadership, Communication

    4.5 stars, 11K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.5 (11K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Data Science with R

    Skills you'll gain: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, R (Software), Web Scraping, Ggplot2, Model Evaluation, Statistical Reporting, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control

    4.8 stars, 48 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (48) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google

    The Power of Statistics

    Skills you'll gain: A/B Testing, Sampling (Statistics), Data Analysis, Analytics, Statistics, Descriptive Statistics, Statistical Analysis, Statistical Hypothesis Testing, Probability & Statistics, Advanced Analytics, Probability Distribution, Data Science, Statistical Inference, Statistical Programming, Statistical Methods, Probability, Python Programming

    4.8 stars, 914 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.8 (914) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    More Applied Data Science with Python

    Skills you'll gain: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, LLM Application, Applied Machine Learning, Data Quality, Unstructured Data, Anomaly Detection, Machine Learning Methods, Data Science, Machine Learning, Data Preprocessing, Data Transformation, Data Analysis, Social Media Analytics, Data Manipulation, Python Programming, Exploratory Data Analysis

    4.5 stars, 24 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.5 (24) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
1234…33

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

  • Data Science: Foundations using R: Johns Hopkins University
  • Data Science Methodology: IBM
  • Practical Data Science for Data Analysts: Corporate Finance Institute
  • Mathematics for Machine Learning: Imperial College London
  • Data Science Challenge: Coursera
  • Excel Basics for Data Analysis: IBM
  • Statistics for Data Science with Python: IBM
  • Mathematical Foundations for Data Science and Analytics: University of Pittsburgh
  • Executive Data Science: Johns Hopkins University
  • Data Science with R: Duke University

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