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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.


More to explore:

Cours et certificats populaires en Apprentissage automatique


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    H2O.ai

    H2O GPTe Learning Path

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, AI Enablement, Generative AI, Web Applications, Artificial Intelligence, Data Processing, Prompt Engineering, Agentic systems, Application Development, Application Programming Interface (API), Automation

    Intermediate · Course · 1 - 3 Months

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    Packt

    Introduction to Microsoft Teams and Team Management

    Skills you'll gain: Microsoft Teams, Microsoft 365, Team Management, Group Policy, Azure Active Directory, User Accounts, System Configuration, Identity and Access Management, Product Lifecycle Management, Windows PowerShell, Network Planning And Design, Network Performance Management, Security Controls

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Exploratory Data Analysis and Visualization

    Skills you'll gain: Rmarkdown, Knitr, Exploratory Data Analysis, Dimensionality Reduction, Ggplot2, Plotly, Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Statistical Analysis, Generative AI, R Programming, Correlation Analysis, Data Analysis, Tidyverse (R Package), Scatter Plots, Descriptive Statistics, Data Cleansing, Data Preprocessing

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    PySpark: Apply & Evaluate Predictive ML Models

    Skills you'll gain: Model Evaluation, PySpark, Apache Spark, Logistic Regression, Predictive Modeling, Applied Machine Learning, Unsupervised Learning, Decision Tree Learning, Predictive Analytics, Random Forest Algorithm, Regression Analysis, Classification Algorithms, Machine Learning Algorithms, Data Pipelines

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Kubernetes Mastery: Build, Deploy & Troubleshoot Apps

    Skills you'll gain: Kubernetes, Application Deployment, Cloud Deployment, Containerization, Prometheus (Software), Cloud-Native Computing, Docker (Software), Data Persistence, Amazon Web Services, DevOps, Scenario Testing, Cloud Computing, Role-Based Access Control (RBAC), Cloud Infrastructure, YAML, Network Troubleshooting, Ubuntu, System Monitoring, Cloud Computing Architecture, Virtual Networking

    Beginner · Specialization · 1 - 3 Months

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    Packt

    Multimodal RAG with GPT – Build Smarter Search & AI Systems

    Skills you'll gain: Retrieval-Augmented Generation, Development Environment, Multimodal Prompts, Embeddings, User Interface (UI), Generative AI, LLM Application, AI Personalization, Image Analysis, Vector Databases

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Zero-Shot & Few-Shot Learning: Master AI with Minimal Data

    Skills you'll gain: Prompt Engineering, Embeddings, Transfer Learning, Large Language Modeling, Small Data, Fraud detection, Applied Machine Learning, Model Evaluation, Machine Learning, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Create Image Captioning Models - Français

    Skills you'll gain: Image Analysis, Deep Learning, Convolutional Neural Networks, Keras (Neural Network Library), Embeddings, Model Evaluation, PyTorch (Machine Learning Library), Tensorflow

    Advanced · Course · 1 - 4 Weeks

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    Starweaver

    Advanced Strategic Threat Intelligence Research & Reporting

    Skills you'll gain: Cyber Threat Intelligence, Threat Modeling, MITRE ATT&CK Framework, Threat Detection, Intelligence Collection and Analysis, Report Writing, Technical Communication, Cybersecurity, Data Storytelling, Verbal Communication Skills, Vulnerability Assessments, Incident Response, Risk Analysis, Communication, Infrastructure Security, Analysis, Stakeholder Communications

    Intermediate · Course · 1 - 3 Months

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    Packt

    Intermediate Python and Practical Skills

    Skills you'll gain: File I/O, JSON, Package and Software Management, Authorization (Computing), Web Scraping, Application Programming Interface (API), Python Programming, Authentications, Object Oriented Programming (OOP), Data Processing, Simulations, Data Management, Probability & Statistics

    Intermediate · Course · 1 - 3 Months

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    Packt

    Building and Fine-Tuning LLM Applications

    Skills you'll gain: Retrieval-Augmented Generation, AI Workflows, Model Deployment, Transfer Learning, Application Deployment, Embeddings, Vector Databases, Model Evaluation

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    Gemini for Network Engineers - 简体中文

    Skills you'll gain: Gemini, Google Cloud Platform, Generative AI, Prompt Engineering, Virtual Networking, Virtual Private Networks (VPN), AI Enablement, Network Engineering

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular Machine Learning courses

  • H2O GPTe Learning Path: H2O.ai
  • Introduction to Microsoft Teams and Team Management: Packt
  • Exploratory Data Analysis and Visualization: Microsoft
  • PySpark: Apply & Evaluate Predictive ML Models: EDUCBA
  • Kubernetes Mastery: Build, Deploy & Troubleshoot Apps: EDUCBA
  • Multimodal RAG with GPT – Build Smarter Search & AI Systems: Packt
  • Zero-Shot & Few-Shot Learning: Master AI with Minimal Data: Coursera
  • Create Image Captioning Models - Français: Google Cloud
  • Advanced Strategic Threat Intelligence Research & Reporting: Starweaver
  • Intermediate Python and Practical Skills: Packt

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