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.

Google Cloud
Skills you'll gain: Data Governance, Data Lakes, Operational Databases, Google Cloud Platform, Data Architecture, Data Warehousing, Cloud Storage, Big Data, Advanced Analytics, Data Integration, Data Security, Open Source Technology, Applied Machine Learning
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Model Evaluation, Image Quality, Generative AI, Test Case, Performance Testing, Image Analysis, Version Control, Test Automation, Dashboard, Visualization (Computer Graphics), Statistical Hypothesis Testing
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Google Cloud Platform, Big Data, Generative AI, Customer Relationship Management, Predictive Modeling, Advanced Analytics, Artificial Intelligence and Machine Learning (AI/ML), SQL, Prompt Engineering, Data Analysis, Python Programming
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Probability, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Data Warehousing, Recurrent Neural Networks (RNNs), Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Jupyter, Model Deployment, Google Cloud Platform, Machine Learning, Data Preprocessing, Virtual Environment, Development Environment
Beginner · Course · 1 - 4 Weeks

Coursera
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

Clemson University
Skills you'll gain: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Data Cleansing, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Systems Development Life Cycle, Responsible AI, Algorithms, Artificial Intelligence, Human Machine Interfaces
Earn a degree
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Supply Chain Management, Instructional Design, Learning Management Systems, Education Software and Technology, Quality Management, Educational Materials, Digital pedagogy, Lean Manufacturing, Business Technologies, Augmented and Virtual Reality (AR/VR), Technology Strategies, Project Management, Needs Assessment, Learning Strategies, Collaboration
Credit offered
Mastertrack · 6 - 12 Months
University of Colorado Boulder
Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Product Development, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, Data Preprocessing, Analytics, Embedded Software, Control Systems, File Systems, Usability Testing, Internet Of Things, Embedded Systems, Human Computer Interaction
Credit offered
Graduate Certificate · 6 - 12 Months

Illinois Institute of Technology
Skills you'll gain: Database Design, Time Series Analysis and Forecasting, Statistical Analysis, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Bayesian Statistics, Recurrent Neural Networks (RNNs), Apache Hadoop, Database Management Systems, Statistical Inference, Technical Communication
Earn a degree
Degree · 1 - 4 Years
University of North Texas
Skills you'll gain: Operations Management, Mediation, Model Evaluation, Compensation and Benefits, Organizational Change, Event Management, Grammar, Statistical Hypothesis Testing, Sales Process, 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

Google Cloud
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