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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


  • I

    Illinois Institute of Technology

    Master of Data Science

    Skills you'll gain: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Building RAG Systems with Open Models

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, Vector Databases, Generative AI, Large Language Modeling, Prompt Engineering, Embeddings, Model Evaluation, Information Architecture, Text Mining

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of North Texas

    Bachelor of Science in General Business

    Skills you'll gain: Operations Management, Mediation, Model Evaluation, Compensation and Benefits, Organizational Change, Event Management, Grammar, Sales Process, Data Visualization, Marketing Planning, Design Thinking, Public Policies, Global Marketing, Probability & Statistics, Social Studies, Cultural Diversity, Digital Media Strategy, Organizational Leadership, Music History, Sociology

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Preview
    Preview
    J

    James Spurin

    Kubernetes Certified (KCNA) + Hands On Labs + Practice Exams

    Skills you'll gain: Containerization, Docker (Software), Kubernetes, Cloud-Native Computing, Prometheus (Software), CI/CD, DevOps, Grafana, Microservices, Scalability, Application Programming Interface (API), Role-Based Access Control (RBAC)

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    J

    James Spurin

    Dive Into Kubernetes - Containers, Docker & Kubernetes

    Skills you'll gain: Docker (Software), Kubernetes, Containerization, YAML, Virtual Networking, Application Deployment, General Networking, Servers, Operating Systems, Command-Line Interface

    Beginner · Course · 3 - 6 Months

  • Status: Preview
    Preview
    N

    Nikolai Schuler

    Microsoft Power BI Desktop - The Practical Bootcamp

    Skills you'll gain: Data Storytelling, Power BI, Interactive Data Visualization, Data Visualization, Advanced Analytics, Data Modeling, Data Transformation, Dashboard, Data Visualization Software, Data Manipulation, Data Analysis, Data Integration, Data Cleansing, Data Import/Export, Performance Tuning, Software Installation

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Usar o BigQuery ML para inferência

    Skills you'll gain: Data Analysis, Big Data, Applied Machine Learning, Statistical Inference, Model Evaluation, Google Cloud Platform, Machine Learning Methods, SQL

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Optimizing Models for Production

    Skills you'll gain: Model Deployment, Application Deployment, MLOps (Machine Learning Operations), Generative AI, Performance Tuning, Hardware Architecture, PyTorch (Machine Learning Library), Large Language Modeling, Performance Testing

    Intermediate · Course · 1 - 4 Weeks

  • D

    Dartmouth College

    Master of Engineering in Computer Engineering

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Natural Language Processing, Technical Communication, Embedded Systems, Embedded Software, Distributed Computing, Recurrent Neural Networks (RNNs), Digital Signal Processing, Probability & Statistics, Generative AI, Machine Learning, Deep Learning, Image Analysis, Convolutional Neural Networks, Hardware Design, Electronic Systems, Text Mining, Student Support and Services, Electrical Engineering, Professional Development

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Maestría en Inteligencia Artificial

    Skills you'll gain: Real-Time Operating Systems, Supervised Learning, Semantic Web, LangChain, Unsupervised Learning, Data Presentation, Cloud-Native Computing, Reinforcement Learning, Computer Vision, Natural Language Processing, Classification Algorithms, Biomedical Engineering, Site Reliability Engineering, Project Risk Management, Artificial Intelligence, Generative AI, Cash Flows, Model Deployment, Probability & Statistics, Control Systems

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®

    Skills you'll gain: Social Network Analysis, Data Presentation, Data Storytelling, Network Analysis, Interactive Data Visualization, Predictive Modeling, Infographics, Data Visualization, Dashboard, Marketing Analytics, Cash Flows, Financial Statement Analysis, Advertising, Transfer Learning, Applied Machine Learning, Pandas (Python Package), Matplotlib, Random Forest Algorithm, Operations Research, Mathematical Modeling

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    University of London

    Graduate Diploma in Computer Science

    Skills you'll gain: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing

    Credit offered

    Graduate Certificate · 6 - 12 Months

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

  • Master of Data Science: Illinois Institute of Technology
  • Building RAG Systems with Open Models: Coursera
  • Bachelor of Science in General Business: University of North Texas
  • Kubernetes Certified (KCNA) + Hands On Labs + Practice Exams: James Spurin
  • Dive Into Kubernetes - Containers, Docker & Kubernetes: James Spurin
  • Microsoft Power BI Desktop - The Practical Bootcamp: Nikolai Schuler
  • Usar o BigQuery ML para inferência: Google Cloud
  • Optimizing Models for Production: Coursera
  • Master of Engineering in Computer Engineering: Dartmouth College
  • Maestría en Inteligencia Artificial: Universidad de los Andes

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