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.

Illinois Institute of Technology
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

Advanced · Course

Microsoft
Advanced · Course

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
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Recurrent Neural Networks (RNNs), Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Exploratory Data Analysis, Dimensionality Reduction, Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 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

Universidad de los Andes
Skills you'll gain: Real-Time Operating Systems, Semantic Web, Supervised Learning, LLM Application, Unsupervised Learning, Cloud-Native Computing, Continuous Deployment, Model Evaluation, Reinforcement Learning, Deep Learning, Biomedical Engineering, Computer Vision, Natural Language Processing, MLOps (Machine Learning Operations), Cost Management, Artificial Intelligence, Game Theory, Data Ethics, Recurrent Neural Networks (RNNs), Probability & Statistics
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Deep Learning, Reinforcement Learning, Financial Statement Analysis, Computer Vision, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, Marketing Analytics, MLOps (Machine Learning Operations), Logistic Regression, Transfer Learning, Strategic Decision-Making, Simulations, Descriptive Analytics, Data Cleansing, Operations Research
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, Digital pedagogy, Lean Manufacturing, Business Technologies, Process Capability, Augmented and Virtual Reality (AR/VR), Solution Design, Technology Strategies, Systems Analysis, System Implementation, Requirements Analysis
Credit offered
Mastertrack · 6 - 12 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Model Evaluation, Regression Analysis, Dimensionality Reduction, Descriptive Analytics, Supervised Learning, Plot (Graphics), Matplotlib, Predictive Modeling, Exploratory Data Analysis, Data Science, Visualization (Computer Graphics), Data Visualization, Time Series Analysis and Forecasting, Data Analysis, Pandas (Python Package), Statistical Machine Learning, Data Visualization Software
Credit offered
Mastertrack · 6 - 12 Months

Northeastern University
Skills you'll gain: Data Storytelling, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Extract, Transform, Load, Database Management, Database Systems, Time Series Analysis and Forecasting, Natural Language Processing
Earn a degree
Degree · 1 - 4 Years

Dartmouth College
Skills you'll gain: Natural Language Processing, Field-Programmable Gate Array (FPGA), Embedded Systems, Embedded Software, Digital Signal Processing, Recurrent Neural Networks (RNNs), Probability & Statistics, Distributed Computing, Deep Learning, Machine Learning, Image Analysis, Convolutional Neural Networks, Generative AI, Software Design, Test Equipment, Electronic Systems, Text Mining, Student Support and Services, Professional Development, Electrical and Computer Engineering
Earn a degree
Degree · 1 - 4 Years