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.

Arizona State University
Skills you'll gain: Persuasive Communication, Critical Thinking, Report Writing, Communication, Writing, Deductive Reasoning, Communication Strategies, Analytical Skills, Research, Decision Making, Problem Solving, Emotional Intelligence
Advanced · Specialization · 3 - 6 Months

Dartmouth College
Skills you'll gain: Data Strategy, Analytics, Data-Driven Decision-Making, Business Analytics, Scalability, Organizational Strategy, Data Infrastructure, Risk Management, Digital Transformation, Data Management, Large Language Modeling, Business Risk Management, Generative AI, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Competitive Analysis, Case Studies, AI Integrations
Beginner · Course · 1 - 4 Weeks

SkillsBooster Academy
Skills you'll gain: Social Media Campaigns, Social Media Marketing, Social Media Strategy, ChatGPT, Content Creation, Campaign Management, Social Media Content, Customer Communications Management, Social Media Management, Advertising Campaigns, Personalized Campaigns, Digital Media Strategy, Social Media Analytics, Content Development and Management, Campaign Planning, Promotions and Campaigns, Content Scheduling, Generative AI, Artificial Intelligence, Data Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Scalability, Time Series Analysis and Forecasting, File I/O, Predictive Modeling, Code Reusability, Programming Principles, Data Import/Export, Matlab, Scripting, Data Analysis, Data Processing, Computational Logic, Data Manipulation, Applied Machine Learning, File Management, Functional Design
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Data Infrastructure, Cloud Infrastructure, Cloud Storage, Data Storage, Cloud Services, Model Deployment, Model Training, Data Storage Technologies, Data Processing, Kubernetes, Data Pipelines, Infrastructure Architecture, MLOps (Machine Learning Operations), File Systems
Intermediate · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Large Language Modeling, Autoencoders, Model Evaluation, Embeddings, Model Optimization, Natural Language Processing, Model Training, Bayesian Statistics, Statistical Methods, Sampling (Statistics), Probability Distribution
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Event-Driven Programming, Debugging, Programming Principles, Algorithms, Video Game Development, Computer Programming Tools, Game Design, Computer Programming, Program Development, Animation and Game Design, Interactive Design, Computer Science
Beginner · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Virtual Private Networks (VPN), Google Cloud Platform, Identity and Access Management, Microsoft Azure, Azure Active Directory, Cloud Management, Cloud Infrastructure, Hybrid Cloud Computing, Authentications, Virtual Networking, Firewall, Network Architecture, User Provisioning, User Accounts, Network Routing, Interoperability, Command-Line Interface
Intermediate · Course · 1 - 4 Weeks

Cisco Learning and Certifications
Skills you'll gain: Data Centers, Cloud Infrastructure, Cloud Computing, Infrastructure Architecture, Data Infrastructure, Hybrid Cloud Computing, Network Infrastructure, Servers, Cloud Management, Computing Platforms, Hardware Architecture, System Configuration, Server Administration, Cloud Deployment, Networking Hardware, Computer Hardware, IT Automation
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Peer Review, Instructional Design, Instructional and Curriculum Design, Education Software and Technology, Drive Engagement, Parent Communication, Instructional Strategies, Student Engagement, Learning Management Systems, Student Support and Services, Course Development, Collaborative Software, Pedagogy, Blended Learning, Digital pedagogy, Teaching, AI Personalization, Data Management, Collaboration, Planning
Beginner · Specialization · 3 - 6 Months
Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Database Design, Data Presentation, Ggplot2, Data Visualization Software, Data Visualization, Relational Databases, Statistical Visualization, Data Collection, Predictive Modeling, Statistical Analysis, Data Analysis, Rmarkdown, Model Evaluation, Shiny (R Package), SQL, R (Software), Data Manipulation, Web Scraping
Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Model Deployment, Google Cloud Platform, Cloud Infrastructure, Cloud Storage, Data Infrastructure, Data Storage, Performance Tuning, Model Training, Cloud Solutions, Data Storage Technologies, MLOps (Machine Learning Operations), AI Workflows, Data Pipelines, File Systems
Intermediate · Course · 1 - 3 Months