Les cours en data science peuvent vous aider à comprendre comment analyser des données, créer des modèles et évaluer leurs performances. Vous pouvez développer des compétences en statistique, apprentissage automatique, préparation des données et visualisation. De nombreux cours utilisent des langages et bibliothèques courants pour travailler sur des projets pratiques.

Skills you'll gain: Generative AI, Exploratory Data Analysis, Data Ethics, Feature Engineering, Predictive Modeling, Data Science, Data Synthesis, Data Analysis
★ 4.6 (285) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, Applied Machine Learning, NumPy, Classification Algorithms, Data Preprocessing, Data Analysis, Python Programming, Regression Analysis, Machine Learning, Data Science, Statistical Hypothesis Testing, Artificial Intelligence and Machine Learning (AI/ML), Data Structures
★ 3.6 (64) · Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Predictive Modeling, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Data Science, Statistical Methods, Statistics, Data Wrangling, Data Cleansing, Applied Machine Learning, Data-Driven Decision-Making, Model Evaluation
★ 4.7 (27) · Beginner · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: Data Visualization, Feature Engineering, Unsupervised Learning, Data Ethics, Data Presentation, Statistical Visualization, Big Data, Relational Databases, Supervised Learning, Database Systems, Dataflow, Databases, Data Science, Model Evaluation, Machine Learning Methods, R Programming, Data Analysis, SQL, Predictive Modeling, Python Programming
★ 4.2 (926) · Intermediate · Specialization · 3 - 6 Months

Imperial College London
Skills you'll gain: Linear Algebra, Applied Machine Learning, Data Science, Data Manipulation, Data Transformation, Machine Learning
★ 4.6 (13K) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Plotly, Model Evaluation, NumPy, Statistical Methods, Probability & Statistics, Plot (Graphics), Dashboard, Statistics, Pandas (Python Package), Data Analysis, Statistical Analysis, Regression Analysis, Dashboard Creation, Data Manipulation, Python Programming, Analytics, Applied Machine Learning, Probability, Data Science, Performance Tuning
★ 4.5 (32) · Intermediate · Specialization · 3 - 6 Months

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 (100K) · Beginner · Specialization · 1 - 3 Months

University of London
Skills you'll gain: Machine Learning Algorithms, Data Literacy, Data Science, Machine Learning
★ 4.6 (91) · Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: NumPy, Data Structures, Data Analysis, Object Oriented Programming (OOP), Data Science, Computer Programming, Data Manipulation, Performance Tuning, Python Programming
★ 4.1 (23) · Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Algebra, Calculus, Graphing, Data Science, Numerical Analysis, Derivatives
★ 4.6 (269) · Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Experimentation, Research Design, Statistical Methods, Data Science, Data Analysis, Statistics, Statistical Analysis, Predictive Modeling, Machine Learning, Model Evaluation, Logistic Regression, Linear Algebra, Classification Algorithms, Calculus
★ 4.2 (69) · Intermediate · Specialization · 3 - 6 Months

IBM
Skills you'll gain: Prompt Engineering, Prompt Patterns, Unit Testing, Software Development Life Cycle, Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Software Architecture, Responsible AI, Computer Vision, LangChain, LLM Application, Javascript, IBM Cloud, Data Ethics, Python Programming, Application Deployment, Software Development, Machine Learning, Data Science
★ 4.6 (83K) · Beginner · Professional Certificate · 3 - 6 Months