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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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    Packt

    Deploying, Evaluating, and Scaling Production AI Systems

    Skills you'll gain: Model Deployment, LangChain, LangGraph, Agentic Workflows, AI Security, AI Orchestration, Generative AI, LLM Application, OpenAI, Agentic systems, AI Workflows, Application Deployment, Cloud Deployment, Generative AI Agents, Model Optimization, Token Optimization, Performance Tuning, MLOps (Machine Learning Operations), Model Context Protocol, Python Programming

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Foundations of Windows 365 Cloud PC Deployment

    Skills you'll gain: Cloud Computing, Microsoft 365, Cloud Deployment, Cloud Computing Architecture, Cloud Infrastructure, Microsoft Intune (Mobile Device Management Software), Cloud Management, Microsoft Azure, Microsoft Windows, Disaster Recovery, IT Automation, User Provisioning, Administration, Identity and Access Management, Resource Management, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

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    Cisco Learning and Certifications

    On-Premises Cisco Collaboration Solution

    Skills you'll gain: Network Monitoring, Network Troubleshooting, Dynamic Host Configuration Protocol (DHCP), Wide Area Networks, Network Performance Management, Network Administration, System Configuration, System Monitoring, Network Protocols, Network Planning And Design, Telecommunications, Application Deployment, Network Routing, Communication Systems, Scalability

    Beginner · Course · 1 - 3 Months

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    Coursera

    Optimize AI: Build Fast Efficient Pipelines

    Skills you'll gain: Model Optimization, Model Training, Dataflow, Performance Testing, AI Workflows, Data Pipelines, MLOps (Machine Learning Operations), Data Flow Diagrams (DFDs), Graph Theory, Data Manipulation, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Fixed Income Valuation & Risk Management

    Skills you'll gain: Futures Exchange, Derivatives, Securities (Finance), Financial Market, Financial Modeling, Financial Analysis, Investment Management, Equities, Finance, Investments, Risk Management, Market Opportunities, Income Statement, Business

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Encoder-Decoder Architecture - 한국어

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Model Training, Model Deployment, Generative Model Architectures, Generative AI, Deep Learning, Natural Language Processing

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Architect and Optimize GenAI Data Systems

    Skills you'll gain: Enterprise Architecture, Apache Kafka, Data Architecture, Generative AI, Data Infrastructure, Root Cause Analysis, Dataflow, Solution Architecture, Systems Architecture, Data Quality, Data Pipelines, Data Integration, Cloud Storage, Data Storage Technologies, Data Storage, Failure Analysis, Data Processing, Metadata Management, Performance Tuning, Dependency Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Career Development for Multimodal Intelligence

    Skills you'll gain: Multimodal Prompts, Vision Transformer (ViT), Generative Model Architectures, Model Optimization, MLOps (Machine Learning Operations), Generative AI, AI Integrations, Large Language Modeling, Model Deployment, Tensorflow, PyTorch (Machine Learning Library), Embeddings, Retrieval-Augmented Generation, Image Analysis, Deep Learning, Applied Machine Learning, Computer Vision, Natural Language Processing, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Birla Institute of Technology & Science, Pilani

    Software Development Practices

    Skills you'll gain: Software Development Life Cycle, Version Control, Program Development, Software Development, Application Deployment, Git (Version Control System), Software Design Documents, CI/CD, Software Design, DevOps, Unified Modeling Language, GitHub, Debugging, Containerization, Systems Design, Docker (Software), Code Review, Software Documentation, Functional Requirement, Requirements Analysis

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Analyze and Guide Capital Investments

    Skills you'll gain: Capital Budgeting, Return On Investment, Financial Analysis, Capital Expenditure, Financial Data, Investments, Portfolio Risk, Investment Management, Financial Modeling, Financial Forecasting, Forecasting, Data Analysis, Spreadsheet Software, Risk Analysis, Communication, Analytical Skills, Risk Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Defense in Depth Cybersecurity – Layered Security Strategy

    Skills you'll gain: Risk Management Framework, Cyber Security Strategy, Cyber Threat Intelligence, Threat Modeling, Security Strategy, Security Awareness, Cybersecurity, Computer Security Awareness Training, Security Engineering, IT Security Architecture, Zero Trust Network Access, Threat Management, Security Architecture Review, Human Factors (Security), Cyber Security Policies, Security Management, Security Controls, Network Security, Information Systems Security, Enterprise Security

    Intermediate · Course · 1 - 3 Months

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    Edureka

    CrewAI Tools, MCP, and Agentic RAG

    Skills you'll gain: CrewAI, AI Workflows, Model Context Protocol, Agentic Workflows, Generative AI Agents, Tool Calling, Role-Based Access Control (RBAC), Agentic systems, AI Security, Security Controls, AI Integrations, Build Tools, Retrieval-Augmented Generation, Authorization (Computing), Context Management, Generative AI, Application Programming Interface (API), Memory Management, Scalability, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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

  • Deploying, Evaluating, and Scaling Production AI Systems: Packt
  • Foundations of Windows 365 Cloud PC Deployment: Packt
  • On-Premises Cisco Collaboration Solution: Cisco Learning and Certifications
  • Optimize AI: Build Fast Efficient Pipelines: Coursera
  • Fixed Income Valuation & Risk Management: EDUCBA
  • Encoder-Decoder Architecture - 한국어: Google Cloud
  • Architect and Optimize GenAI Data Systems: Coursera
  • Career Development for Multimodal Intelligence: Coursera
  • Software Development Practices: Birla Institute of Technology & Science, Pilani
  • Analyze and Guide Capital Investments: Coursera

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