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: Predictive Modeling, Applied Machine Learning, Model Evaluation, Jupyter, Model Training, Python Programming, Data Science, Model Optimization, Data Preprocessing, Machine Learning, Data Analysis
★ 4.7 (114) · Intermediate · Guided Project · Less Than 2 Hours

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

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

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: 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

John Wiley & Sons
Skills you'll gain: Statistical Methods, Exploratory Data Analysis, Data Quality, Data Analysis, Data Science, Statistical Analysis, Data Storage, Data Collection, Data Management, Data Pipelines, Statistical Machine Learning, Data-Driven Decision-Making, Probability Distribution, Machine Learning, Linear Algebra
Beginner · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Predictive Modeling, Data Manipulation, Predictive Analytics, Big Data, Data Mining, Data Analysis, Data Science, Data-Driven Decision-Making, Data Analysis Software, Model Evaluation, No-Code Development, Software Installation
★ 4.3 (217) · Beginner · Course · 1 - 4 Weeks

MathWorks
Skills you'll gain: Data Science, Data Processing, Machine Learning, Data Visualization, Data Analysis, Amazon Web Services, Cloud Computing, Matlab, Model Training, Regression Analysis, Classification Algorithms
★ 4.9 (14) · Beginner · Course · 1 - 4 Weeks