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.

Northeastern University
Skills you'll gain: Web Applications, Web Development, Object Oriented Programming (OOP), Application Frameworks, Application Development, Computer Programming, Python Programming, Programming Principles, Data Science, Data Analysis, Maintainability, Code Reusability, Style Guides
Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Statistical Methods, Bayesian Statistics, Statistics, Probability & Statistics, Analytics, Data Storage Technologies, Exploratory Data Analysis, Data Store, Mathematical Software, Data Storage, Data Access, Statistical Machine Learning, Database Software, Estimation, Machine Learning Methods, Data-Driven Decision-Making, Applied Machine Learning, Supervised Learning, Markov Model, Regression Testing
Intermediate · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Apache Airflow, Docker (Software), Git (Version Control System), SQL, Data Pipelines, Containerization, CI/CD, Debugging, Ansible, Database Management, Continuous Deployment, Performance Tuning, Infrastructure as Code (IaC), Continuous Integration, Workflow Management, DevOps, Automation, Configuration Management, Root Cause Analysis, Python Programming
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Terraform, Infrastructure as Code (IaC), Network Infrastructure, Amazon Web Services, Cloud Infrastructure, Network Architecture, IT Automation, Network Planning And Design, Cloud Computing, Cloud Computing Architecture, Cloud Platforms, Multi-Cloud, Amazon Elastic Compute Cloud, Microsoft Azure, Public Cloud, Wide Area Networks, General Networking, Google Cloud Platform, Cloud Security, AWS Identity and Access Management (IAM)
Intermediate · Specialization · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Statistical Process Controls, Product Quality (QA/QC), Quality Management, Quality Management Systems, Quality Improvement, ISO 9000 Series, Quality Assessment, Quality Monitoring, Continuous Improvement Process, Service Improvement, Continuous Quality Improvement (CQI), Customer experience improvement, Quality Assurance, Quality Control, Customer experience strategy (CX), Process Improvement, Technical Standard, User Feedback, Customer Insights, Customer Engagement
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Embeddings, Hugging Face, Deep Learning, Large Language Modeling, Transfer Learning, Convolutional Neural Networks, Artificial Neural Networks, Encryption, Python Programming, Cryptography, Fine-tuning, Machine Learning Methods, Text Mining, Classification Algorithms, Applied Machine Learning, Probability Distribution, Machine Learning Algorithms, Model Training
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Web Scraping, Data Import/Export, Data Processing, Cascading Style Sheets (CSS), JSON, Data Pipelines, Extensible Languages and XML, Web Frameworks, Software Installation, Application Programming Interface (API), MongoDB, Data Storage, Hypertext Markup Language (HTML), Data Collection
Beginner · Course · 3 - 6 Months

Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, C and C++, C++ (Programming Language), Embedded Software, Code Reusability, Hardware Troubleshooting, Program Development, Maintainability, Debugging
Intermediate · Course · 1 - 3 Months

AI Business School
Skills you'll gain: Agentic Workflows, Prompt Engineering, AI Workflows, Prompt Engineering Tools, Agentic systems, Generative AI Agents, Generative AI, AI Personalization, No-Code Development, Responsible AI, Risk Management, Large Language Modeling, AI literacy, AI Enablement, ChatGPT, Risk Analysis, LLM Application, Artificial Intelligence, Innovation, Productivity
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Model Training, Digital Transformation, Cloud API, Artificial Intelligence, Applied Machine Learning, AI literacy, Cloud Solutions, Machine Learning, Machine Learning Methods, Natural Language Processing, Business Intelligence, Data Quality
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Azure, Authorization (Computing), Azure Active Directory, Cloud Infrastructure, Authentications, Cloud Security, IT Security Architecture, Role-Based Access Control (RBAC), Infrastructure Security, Identity and Access Management, System Monitoring, Cloud Computing Architecture, Cloud Management, Active Directory, Data Governance, Enterprise Application Management, Personally Identifiable Information, Security Management, Information Management, Solution Design
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Development, Development Environment, Google Cloud Platform, Cloud Computing, Infrastructure As A Service (IaaS), Software Development, Software Installation, Virtual Machines, Cloud Infrastructure, Remote Access Systems, Linux Servers, Verification And Validation, Package and Software Management
Beginner · Project · Less Than 2 Hours