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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


  • U

    University of Colorado Boulder

    Generalized Linear Models and Nonparametric Regression

    Skills you'll gain: Statistical Modeling, R Programming, Statistical Analysis, Data Analysis, R (Software), Data Ethics, Advanced Analytics, Statistical Methods, Data Modeling, Regression Analysis, Predictive Modeling, Mathematical Modeling, Machine Learning, Logistic Regression, Probability & Statistics, Statistical Inference, Model Evaluation, Probability Distribution, Linear Algebra, Calculus

    4.2 stars, 26 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (26) · Intermediate · Course · 1 - 4 Weeks

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

    University of California, Irvine

    Natural Language Processing and Capstone Assignment

    Skills you'll gain: Social Media Analytics, Predictive Modeling, Natural Language Processing, Predictive Analytics, Social Media, Text Mining, Advanced Analytics, Cloud Computing, Analytics, Business Analytics, Data Science, Customer Analysis, Data Analysis, Geospatial Information and Technology, Machine Learning Methods, Business Intelligence, Unsupervised Learning, Internet Of Things, Deep Learning

    4.4 stars, 50 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Serverless Data Processing with Dataflow: Develop Pipelines

    Skills you'll gain: Dataflow, Data Pipelines, Data Processing, Real Time Data, Extract, Transform, Load, File I/O, Data Transformation, Jupyter, SQL

    4 stars, 44 reviews, Advanced, Course, 1 - 3 Months

    ★ 4 (44) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Machine Learning with ChatGPT: Image Classification Model

    Skills you'll gain: Model Evaluation, ChatGPT, Generative AI, Fine-tuning, Keras (Neural Network Library), Model Training, Model Optimization, Applied Machine Learning, Data Preprocessing, Image Analysis, Data Import/Export, Test Data, Machine Learning, Python Programming, Artificial Neural Networks

    4.4 stars, 36 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (36) · Intermediate · Guided Project · Less Than 2 Hours

  • V

    Vanderbilt University

    ChatGPT + Zapier: Automate Email Replies with AI

    Skills you'll gain: Email Automation, ChatGPT, Prompt Engineering, Gmail, AI Personalization, Calendar Management, Setting Appointments, Workflow Management, Customer Communications Management, Automation, Customer Inquiries, Generative AI, Travel Arrangements

    4.4 stars, 34 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • K

    Knowledge Accelerators

    Excel Basics for Beginners: Workbooks, Formatting, Charts and Core Skills

    Skills you'll gain: Data Presentation, Data Entry, Data Processing, Data Science, Organizational Skills, Business Analytics, Data Management, Business Intelligence, Microsoft 365, Productivity Software, Record Keeping, Customer Data Management, Productivity, Financial Analysis, Marketing Planning, Project Management, Event Planning

    4.4 stars, 14 reviews, Beginner, Course, Less Than 2 Hours

    ★ 4.4 (14) · Beginner · Course · Less Than 2 Hours

    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Introduction to Relational Databases

    Skills you'll gain: Database Systems, Relational Databases, Database Software, Databases, Database Management, Database Theory, Database Design, Database Management Systems, SQL, Database Application, Query Languages, Performance Tuning, Data Integrity, Data Manipulation, Authorization (Computing), Data Processing

    4.4 stars, 34 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (34) · Beginner · Course · 1 - 3 Months

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

    Microsoft

    Data Extract, Transform, and Load in Power BI

    Skills you'll gain: Extract, Transform, Load, Power BI, Data Transformation, Data Wrangling, Data Cleansing, Query Languages, Data Integration, Data Processing, Data Import/Export, Data Store, Data Quality, Data Analysis, Data Integrity, Anomaly Detection, Data Storage

    4.5 stars, 22 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (22) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Understanding and Applying Text Embeddings

    Skills you'll gain: Embeddings, Large Language Modeling, LLM Application, Anomaly Detection, Retrieval-Augmented Generation, Prompt Engineering, Generative AI, Google Cloud Platform, Text Mining, Natural Language Processing, Vector Databases, Unsupervised Learning, Python Programming

    4.8 stars, 68 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.8 (68) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Coursera

    Mastering Data Analysis with Pandas: Learning Path Part 2

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Data Access, Python Programming

    4.8 stars, 29 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.8 (29) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Empowering and Transforming Your Organization with GenAI

    Skills you'll gain: AI Enablement, Organizational Change, Business Transformation, Stakeholder Communications, Culture Transformation, Communication, Employee Training, Workforce Development, Stakeholder Engagement, AI Integrations, Employee Engagement, Change Management, Customer Engagement

    4.9 stars, 48 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (48) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Dartmouth College

    Data Analytics for Digital Transformation

    Skills you'll gain: Digital Transformation, Predictive Modeling, Customer experience strategy (CX), Analytics, Predictive Analytics, Simulations, Simulation and Simulation Software, Advanced Analytics, Business Transformation, Scikit Learn (Machine Learning Library), Model Evaluation, Data-Driven Decision-Making, Operations Research, Internet Of Things, Model Training, Ethical Standards And Conduct, Cloud Computing, Data Ethics, Business Analytics, Process Optimization

    4.8 stars, 36 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (36) · Intermediate · Specialization · 3 - 6 Months

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

  • Generalized Linear Models and Nonparametric Regression: University of Colorado Boulder
  • Natural Language Processing and Capstone Assignment: University of California, Irvine
  • Serverless Data Processing with Dataflow: Develop Pipelines: Google Cloud
  • Machine Learning with ChatGPT: Image Classification Model: Coursera
  • ChatGPT + Zapier: Automate Email Replies with AI: Vanderbilt University
  • Excel Basics for Beginners: Workbooks, Formatting, Charts and Core Skills: Knowledge Accelerators
  • Introduction to Relational Databases: Illinois Tech
  • Data Extract, Transform, and Load in Power BI: Microsoft
  • Understanding and Applying Text Embeddings: DeepLearning.AI
  • Mastering Data Analysis with Pandas: Learning Path Part 2: Coursera

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