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Cours en Apprentissage automatique

Les cours en apprentissage automatique peuvent vous aider à comprendre comment construire, entraîner et analyser des modèles prédictifs. Vous pouvez développer des compétences en préparation des données, choix d'algorithmes, optimisation et évaluation. De nombreux cours utilisent des bibliothèques courantes pour tester des modèles.

Cours et certificats populaires en Apprentissage automatique


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    LearnKartS

    Python for Data Science with AI

    Skills you'll gain: Matplotlib, Pandas (Python Package), Plot (Graphics), Data Visualization, Seaborn, Pseudocode, Data Manipulation, Data Visualization Software, Problem Solving, Data Analysis, Data Wrangling, AI Enablement, AI literacy, Programming Principles, Data Science, Python Programming, Generative AI, Computer Programming

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Logistic Regression with R: Build & Predict

    Skills you'll gain: Logistic Regression, Model Evaluation, Data Preprocessing, Model Optimization, Predictive Modeling, R Programming, Feature Engineering, Risk Modeling, Applied Machine Learning, Regression Analysis, Predictive Analytics, Machine Learning Methods, Financial Modeling, Supervised Learning, Machine Learning, Credit Risk, Analytics, Performance Metric, Dimensionality Reduction, Data Science

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Hands-On Data Science with PyTorch & Pandas

    Skills you'll gain: Shiny (R Package), PyTorch (Machine Learning Library), Dashboard, Dashboard Creation, Python Programming, Interactive Data Visualization, Data Visualization Software, Pandas (Python Package), Image Analysis, Applied Machine Learning, Machine Learning Methods, Data Science, Exploratory Data Analysis, Application Development, UI Components, User Interface (UI)

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Evaluate and Reproduce Data Findings Fast

    Skills you'll gain: Sample Size Determination, Data Strategy, Sampling (Statistics), Analytical Skills, Data-Driven Decision-Making, Data Analysis, Analytics, Jupyter, Data Science, Statistical Analysis, Data Collection, Data Mining, Data Management, MLOps (Machine Learning Operations), Maintainability, Research and Design, Version Control, Software Documentation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Python for Data Analysis: Step-By-Step with Projects

    Skills you'll gain: Data Visualization, Statistical Visualization, Data Wrangling, Data Science, Data Structures

    Beginner · Course · 1 - 3 Months

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    Packt

    Python Geospatial Development Essentials

    Skills you'll gain: Spatial Data Analysis, GIS Software, Geospatial Information and Technology, Spatial Analysis, Geographic Information Systems, Geospatial Mapping, Interactive Data Visualization, User Interface (UI), Application Development, UI Components, Python Programming, Application Design, Data Science, Code Reusability, Application Deployment, User Interface (UI) Design, Software Installation

    Beginner · Course · 1 - 3 Months

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    O.P. Jindal Global University

    Introduction to Data Science (Public Policy)

    Skills you'll gain: Web Scraping, Research Methodologies, Data Visualization, Data Science, Pandas (Python Package), Data Manipulation, Big Data, Data Analysis, Python Programming, Public Policies, Jupyter, Scripting, Natural Language Processing, Analysis, Data Preprocessing, Programming Principles, Scripting Languages, Web Applications

    Build toward a degree

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Jupyter & Python: Visualize, Optimize & Accelerate

    Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization, Scientific Visualization, Data Visualization Software, Interactive Data Visualization, Seaborn, Scatter Plots, Graphing, Jupyter, NumPy, Histogram, Performance Tuning, Data Science, Development Environment, Python Programming, Software Installation, Distributed Computing, Unit Testing, Research

    Mixed · Course · 1 - 3 Months

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    Packt

    Architecting Power BI Solutions in Microsoft Fabric

    Skills you'll gain: Capacity Management, Data Loss Prevention, Power BI, Data Analysis Expressions (DAX), Solution Architecture, Data Security, Azure DevOps, Data Architecture, Azure DevOps Pipelines, Microsoft Teams, Microsoft Copilot, Microsoft 365, Data Governance, Model Optimization, Microsoft Azure, Data Modeling, Business Intelligence Software, AI Integrations, AI Security, Data Science

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    AI Optimization & Experimental Methods

    Skills you'll gain: Advanced Analytics, Generative AI, Decision Intelligence, Data-Driven Marketing, Marketing Analytics, Analytics, Simulations, Applied Machine Learning, Operations Research, Analytical Skills, Model Optimization, Business Analytics, Risk Analysis, Process Optimization, Return On Investment, Machine Learning, Data Science, Reinforcement Learning, Business Strategy, Statistics

    Advanced · Course · 3 - 6 Months

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    Packt

    ALM Strategies for Microsoft Power Platform

    Skills you'll gain: Application Lifecycle Management, Power Platform CLI, CI/CD, Continuous Integration, Microsoft Power Platform, Continuous Delivery, Continuous Deployment, Software Development Life Cycle, Change Control, Azure DevOps Pipelines, Application Deployment, Azure DevOps, Microsoft Azure, Configuration Management, Command-Line Interface, Version Control, Data Import/Export, YAML, Software Versioning, Data Science

    Beginner · Course · 3 - 6 Months

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    John Wiley & Sons

    Excel Formulas and Data Analysis Essentials

    Skills you'll gain: Excel Formulas, Microsoft Excel, Spreadsheet Software, Data Presentation, Data Visualization, Excel Macros, Financial Modeling, Data Analysis, Financial Data, Financial Analysis, Statistical Methods, Data Science, Scheduling, Data Security, Data Integrity, Data Manipulation, Data Management

    Intermediate · Course · 1 - 3 Months

1…303132…33

In summary, here are 10 of our most popular machine learning courses

  • Python for Data Science with AI: LearnKartS
  • Logistic Regression with R: Build & Predict: EDUCBA
  • Hands-On Data Science with PyTorch & Pandas: Packt
  • Evaluate and Reproduce Data Findings Fast: Coursera
  • Python for Data Analysis: Step-By-Step with Projects: Packt
  • Python Geospatial Development Essentials: Packt
  • Introduction to Data Science (Public Policy): O.P. Jindal Global University
  • Jupyter & Python: Visualize, Optimize & Accelerate: EDUCBA
  • Architecting Power BI Solutions in Microsoft Fabric: Packt
  • AI Optimization & Experimental Methods: Coursera

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