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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


  • I

    Illinois Tech

    Advanced Statistical Techniques for Data Science

    Skills you'll gain: Machine Learning Algorithms, Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Statistical Methods, Data Presentation, Analysis, Probability & Statistics, Data Cleansing, Applied Machine Learning, Regression Analysis, Analytics, Statistical Programming, Data Analysis, Logistic Regression, Machine Learning, Verification And Validation

    4.5 stars, 50 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (50) · Intermediate · Specialization · 3 - 6 Months

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

    Packt

    Applied Calculus for Data Science & ML with Python

    Skills you'll gain: Calculus, Integral Calculus, Model Optimization, Mathematical Software, Applied Mathematics, NumPy, Scientific Visualization, Algebra, Numerical Analysis, Applied Machine Learning, Programming Principles, Mathematical Modeling, Machine Learning Methods, Python Programming, Mathematical Theory & Analysis, Graphing, Data Science, Advanced Mathematics, Plot (Graphics), Derivatives

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • M

    Madecraft

    15 Mistakes to Avoid in Data Science

    Skills you'll gain: Statistical Reporting, Technical Communication, Data Ethics, Data Collection, Data Science, Data Quality, Sampling (Statistics), Data Cleansing, Data Visualization, Exploratory Data Analysis, Business Analysis, Data-Driven Decision-Making, Code Reusability, Data Validation, Stakeholder Communications, Data Analysis, Analytical Skills, Stakeholder Engagement, Model Evaluation, Critical Thinking

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Ball State University

    Introduction to Data Science

    Skills you'll gain: Data Ethics, Data Collection, Probability & Statistics, Sampling (Statistics), R (Software), Data Science, R Programming, General Science and Research, Data Structures, Data Analysis, Information Privacy, Informed Consent, Social Impact, Ethical Standards And Conduct, Algorithms

    4.5 stars, 8 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • I

    IBM

    Introduction to Data Analytics

    Skills you'll gain: Data Storytelling, Data Wrangling, Data Presentation, Big Data, Interactive Data Visualization, Data Analysis, Statistical Visualization, Data Cleansing, Apache Hadoop, Statistical Analysis, Data Visualization, Data Import/Export, Apache Hive, Data Mart, Data Processing, Data Warehousing, Data Transformation, Apache Spark, Data Science, Microsoft Excel

    4.8 stars, 21K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (21K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Sage Publications

    From Social Science to Data Science

    Skills you'll gain: Pandas (Python Package), Statistical Methods, Data Import/Export, Statistical Analysis, Research Design, Data Literacy, Statistical Inference, Text Mining, Science and Research, Data Manipulation, Data Integration, Data Analysis, Research Methodologies, Applied Machine Learning, Predictive Analytics, Data Science, Social Sciences, Network Analysis, Data Visualization, Python Programming

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
    Category: Preview
    Preview
  • M

    Madecraft

    Python Data Science Mistakes to Avoid

    Skills you'll gain: Data Validation, Data Cleansing, Data Quality, Data Maintenance, Data Wrangling, Data Manipulation, Data Integrity, Data Visualization, Data Preprocessing, Exploratory Data Analysis, Data Science, Pandas (Python Package), Feature Engineering, Statistical Visualization, Debugging, Data Sharing, Verification And Validation, Anomaly Detection, Python Programming, Machine Learning

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google

    Process Data from Dirty to Clean

    Skills you'll gain: Data Cleansing, Sampling (Statistics), Data Integrity, Data Quality, Data Processing, Data Analysis, Data Transformation, Data Validation, Data Manipulation, Analytics, Sample Size Determination, SQL, Spreadsheet Software

    4.8 stars, 19K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (19K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Data Science Foundations: NumPy, Pandas & Visualization

    Skills you'll gain: Statistical Visualization, Data Presentation, Data Science, Computer Programming

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Data Science as a Field

    Skills you'll gain: Data Presentation, Technical Communication, Statistical Reporting, Data Storytelling, Data Science, Data Literacy, Data Analysis, Analysis, Applied Mathematics, Statistics, Computer Science

    4.3 stars, 41 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (41) · Intermediate · Course · 1 - 4 Weeks

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

    University of London

    The Data Science Profession – Student View

    Skills you'll gain: Machine Learning Algorithms, Data Literacy, Unsupervised Learning, Data Science, Applied Machine Learning, Machine Learning

    4.7 stars, 89 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • G

    Google

    Ask Questions to Make Data-Driven Decisions

    Skills you'll gain: Spreadsheet Software, Stakeholder Communications, Dashboard, Stakeholder Management, Data-Driven Decision-Making, Data Analysis, Stakeholder Engagement, Analytical Skills, Business Analysis, Analysis, Expectation Management, Quantitative Research, Problem Solving, Communication Strategies

    4.7 stars, 35K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (35K) · Beginner · Course · 1 - 4 Weeks

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

  • Advanced Statistical Techniques for Data Science: Illinois Tech
  • Applied Calculus for Data Science & ML with Python: Packt
  • 15 Mistakes to Avoid in Data Science: Madecraft
  • Introduction to Data Science: Ball State University
  • Introduction to Data Analytics: IBM
  • From Social Science to Data Science: Sage Publications
  • Python Data Science Mistakes to Avoid: Madecraft
  • Process Data from Dirty to Clean: Google
  • Data Science Foundations: NumPy, Pandas & Visualization: Packt
  • Data Science as a Field: University of Colorado Boulder

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