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.

Coursera
Skills you'll gain: Applied Machine Learning, Predictive Modeling, Model Evaluation, Model Optimization, Data Analysis, Machine Learning, Data Science, Python Programming
★ 4.7 (231) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Unsupervised Learning, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Convolutional Neural Networks, Exploratory Data Analysis, Deep Learning, Microsoft Azure, Data Visualization, Classification Algorithms, Regression Analysis, Predictive Modeling, Data Science, Model Training, Transfer Learning, Databricks, Machine Learning, Tensorflow, Model Deployment, Model Evaluation
★ 4.5 (333) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Feature Engineering, Data Preprocessing, Predictive Modeling, Data-Driven Decision-Making, Exploratory Data Analysis, R Programming, Customer Analysis, Predictive Analytics, Model Training, Risk Modeling, Data Science, Logistics, Data Analysis, Analytics, Financial Statement Analysis, Supply Chain Management, Data Transformation, Machine Learning, Business
★ 5 (21) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Sampling (Statistics), Data Mining, Statistical Hypothesis Testing, Probability, Probability & Statistics, Linear Algebra, Statistical Methods, Statistical Analysis, Statistical Inference, Data Analysis, Probability Distribution, Data Science, Statistics, Applied Machine Learning, Machine Learning, Supervised Learning, Python Programming
★ 4.9 (17) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Literacy, AI Enablement, Data Mining, Generative AI, AI literacy, Big Data, Retrieval-Augmented Generation, Information Architecture, Strategic Decision-Making, AI Integrations, Cloud Computing, Data Science, Digital Transformation, Data-Driven Decision-Making, Analysis, Data Storage, Data Architecture, Natural Language Processing, Leadership
★ 4.7 (101K) · Beginner · Specialization · 1 - 3 Months

Multiple educators
Skills you'll gain: Dashboard Creation, Dashboard, Web Scraping, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Data Analysis, Data Visualization, Correlation Analysis, Pandas (Python Package), NumPy, R Programming, Predictive Modeling, Python Programming, Machine Learning Algorithms, Data Science, Machine Learning, Project Management
★ 4.6 (118K) · Beginner · Specialization · 3 - 6 Months

Corporate Finance Institute
Skills you'll gain: Data Preprocessing, Feature Engineering, Data Import/Export, Exploratory Data Analysis, Data Cleansing, Statistical Visualization, Data Transformation, Data Analysis, Box Plots, Model Training, Python Programming, Data Science
Advanced · Course · 1 - 3 Months

Duke University
Skills you'll gain: MLOps (Machine Learning Operations), Data Management, Data Quality, Model Deployment, Data Preprocessing, Applied Machine Learning, Project Management, Machine Learning, Data Cleansing, Data Pipelines, Systems Design, Data Collection, Data Science, Systems Architecture, System Monitoring
★ 4.8 (416) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Matplotlib, Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Data Visualization, Python Programming, Applied Machine Learning, Model Optimization, Pandas (Python Package), Model Evaluation, NumPy, Machine Learning Algorithms, Machine Learning, Data Science, Dimensionality Reduction, Classification Algorithms
★ 4.8 (12) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Machine Learning Algorithms, Dashboard Creation, Data Visualization, Dashboard, Classification Algorithms, Interactive Data Visualization, Model Evaluation, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Model Training, Data Science, Python Programming, Pandas (Python Package)
★ 4.7 (421) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Model Evaluation, Tensorflow, Model Training, Supervised Learning, Model Optimization, Artificial Neural Networks, Regression Analysis, Machine Learning Methods, Applied Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Scikit Learn (Machine Learning Library), Data Science, Python Programming
★ 4.5 (101) · Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Data Cleansing, Data Visualization, Logistic Regression, Model Training, Predictive Modeling, Applied Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning, Machine Learning Methods, Model Evaluation, Classification Algorithms, Data Science, Python Programming
★ 4.8 (19) · Beginner · Guided Project · Less Than 2 Hours