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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


  • G

    Google

    Google データアナリティクス

    Skills you'll gain: Rmarkdown, Data Presentation, Data Ethics, Data Storytelling, Data Visualization, Data Cleansing, Stakeholder Communications, Analytical Skills, Data-Driven Decision-Making, Stakeholder Management, Interactive Data Visualization, Data Visualization Software, Data Validation, Dashboard Creation, Ggplot2, Interviewing Skills, Case Studies, Data Access, Spreadsheet Software, Data Analysis

    ★ 4.7 (614) · Beginner · Professional Certificate · 3 - 6 Months

  • C

    Coursera

    Build a Machine Learning Web App with Streamlit and Python

    Skills you'll gain: Machine Learning Algorithms, Dashboard Creation, Classification Algorithms, Interactive Data Visualization, Data Visualization Software, Model Evaluation, Applied Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Predictive Modeling, Model Training, Data Science, Python Programming, Fine-tuning, Model Optimization, Pandas (Python Package)

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

  • U

    University at Buffalo

    Data-Driven Process Improvement

    Skills you'll gain: Process Mapping, Performance Improvement, Data Collection, Process Improvement, Process Improvement and Optimization, Business Process, Business Process Improvement, Process Design, Data Strategy, Process Analysis, Data-Driven Decision-Making, Performance Measurement, Process Flow Diagrams, Business Priorities, Data Validation, Business Process Modeling, Plan Execution, Data Capture, Operational Performance Management, Performance Analysis

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

  • J

    Johns Hopkins University

    Reducing Gun Violence in America: Evidence for Change

    Skills you'll gain: Injury Prevention, Public Safety and National Security, Social Justice, Policty Analysis, Research, and Development, Public Policies, Policy Analysis, Public Health and Disease Prevention, Public Health, Health Disparities, Law, Regulation, and Compliance, Community Health

    ★ 4.7 (469) · Beginner · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Building Systems with the ChatGPT API

    Skills you'll gain: ChatGPT, OpenAI API, LLM Application, Large Language Modeling, Prompt Engineering, Prompt Patterns, AI Workflows, OpenAI, Generative AI Agents, Self Service Technologies, Jupyter

    ★ 4.7 (342) · Beginner · Project · Less Than 2 Hours

  • I

    IBM

    Generative AI: Impact, Considerations, and Ethical Issues

    Skills you'll gain: Responsible AI, Data Ethics, Generative Model Architectures, Generative AI, Business Ethics, AI literacy, Legal Risk, Socioeconomics, Ethical Standards And Conduct, Corporate Sustainability, Social Impact, Information Privacy, Accountability, Data Quality

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

  • U

    University of Toronto

    Motion Planning for Self-Driving Cars

    Skills you'll gain: Robotics, Network Routing, Graph Theory, Algorithms, Simulations, Predictive Modeling, Scenario Testing

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

  • U

    University of Colorado Boulder

    Sensor Manufacturing and Process Control

    Skills you'll gain: Control Systems, Machine Controls, Engineering, Scientific, and Technical Instruments, Process Control, Laboratory Equipment, Manufacturing Processes, Embedded Software, Electronic Systems, Electronics, Semiconductors, Laboratory Testing, Health Technology, Medical Devices, Electronic Components, Performance Tuning, Network Protocols

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

  • T

    The State University of New York

    Solar Energy System Design

    Skills you'll gain: Electrical Systems, Electrical Power, Electric Power Systems, Power Electronics, Energy and Utilities, Electronic Components, Electrical Equipment, Survey Creation, Sustainable Design, System Requirements, Engineering Calculations, Physical Science, Estimation, Physics

    ★ 4.7 (477) · Intermediate · Course · 1 - 3 Months

  • M

    Meta

    Advanced MySQL Topics

    Skills you'll gain: MySQL, Stored Procedure, Database Management, SQL, Transaction Processing, Databases, Database Development, JSON, Relational Databases, Query Languages, Advanced Analytics, Performance Tuning, Data Analysis

    ★ 4.7 (258) · Intermediate · Course · 1 - 4 Weeks

  • S

    SAS

    SAS Statistical Business Analyst

    Skills you'll gain: Logistic Regression, Statistical Hypothesis Testing, SAS (Software), Predictive Modeling, Model Evaluation, Predictive Analytics, Statistical Analysis, Statistical Modeling, Correlation Analysis, Statistical Software, Statistical Programming, Regression Analysis, Exploratory Data Analysis, Statistical Methods, Plot (Graphics), Statistical Inference, Data Wrangling, Model Training, Data Validation, Big Data

    ★ 4.6 (228) · Intermediate · Professional Certificate · 3 - 6 Months

  • U

    University of Colorado Boulder

    What is “the mind” and what is artificial intelligence?

    Skills you'll gain: Artificial Intelligence, Computational Thinking, AI literacy, Theoretical Computer Science, Psychology, Algorithms, General Mathematics

    ★ 4.4 (150) · Beginner · Course · 1 - 4 Weeks

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

  • Google データアナリティクス: Google
  • Build a Machine Learning Web App with Streamlit and Python: Coursera
  • Data-Driven Process Improvement: University at Buffalo
  • Reducing Gun Violence in America: Evidence for Change: Johns Hopkins University
  • Building Systems with the ChatGPT API: DeepLearning.AI
  • Generative AI: Impact, Considerations, and Ethical Issues: IBM
  • Motion Planning for Self-Driving Cars: University of Toronto
  • Sensor Manufacturing and Process Control: University of Colorado Boulder
  • Solar Energy System Design: The State University of New York
  • Advanced MySQL Topics: Meta

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