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.

Coursera
Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Data Wrangling, Data Processing, Data Cleansing, Data Quality, Data Analysis, Data Transformation, Anomaly Detection, Data Manipulation, Data Integration, Model Training, Data Validation, Test Data, Data Import/Export, Statistical Methods, Statistical Analysis, Descriptive Statistics
Intermediate · Course · 1 - 3 Months

University of Cambridge
Skills you'll gain: Physics, Mathematical Modeling, Physical Science, Geometry, Differential Equations, Scientific Methods, Applied Mathematics, Quantitative Research, Science and Research, Spatial Analysis, Data Analysis, Scientific Visualization, General Science and Research, General Mathematics, Mechanics, Critical Thinking
Intermediate · Course · 1 - 3 Months

The Linux Foundation
Skills you'll gain: Package and Software Management, Open Source Technology, Git (Version Control System), Linux, Command-Line Interface, Bash (Scripting Language), File Systems, GitHub, Linux Administration, Version Control, Linux Commands, User Accounts, CI/CD, Unix Commands, Shell Script, grep, Continuous Integration, Operating System Administration, Software Installation, Software Development Tools
Beginner · Specialization · 3 - 6 Months

Northeastern University
Skills you'll gain: Business Analytics, Analytics, Statistical Methods, Patient Safety, Health Systems, Health Care, Patient-centered Care, Statistical Analysis, Patient Evaluation, Performance Measurement, Performance Metric, Data Analysis, Data-Driven Decision-Making, Peer Review, Data Collection, Strategic Thinking, Data Management, Systems Thinking
Beginner · Course · 1 - 4 Weeks

University at Buffalo
Skills you'll gain: Manufacturing and Production, Digital Transformation, Manufacturing Processes, Manufacturing Operations, Industrial Engineering, Production Process, Product Design, Automation, Digital Design, Digital Analysis, Safety and Security, Advanced Analytics, Technology Roadmaps, Cybersecurity, Big Data
Beginner · Course · 1 - 4 Weeks

JetBrains
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, LLM Application, Embeddings, OpenAI API, AI Integrations, Large Language Modeling, API Design, Agentic Workflows, Generative AI Agents, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Agentic systems, Python Programming, Machine Learning Methods, Docker (Software), Integrated Development Environments, Machine Learning Algorithms, Data Science
Intermediate · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Django (Web Framework), Ajax, jQuery, Model View Controller, Cascading Style Sheets (CSS), Javascript and jQuery, Hypertext Markup Language (HTML), JSON, HTML and CSS, Linux, Linux Commands, Application Development, Back-End Web Development, Database Application, Web Development, Cloud Deployment, Web Applications, Application Deployment, Javascript, SQL
Intermediate · Specialization · 3 - 6 Months

Emory University
Skills you'll gain: Data Cleansing, Presentations, Data Presentation, Consulting, Microsoft PowerPoint, Management Consulting, Executive Presence, Business Consulting, Excel Formulas, Benchmarking, Microsoft Excel, Proposal Writing, Storytelling, Data Storytelling, Analytical Skills, Proposal Development, Lean Six Sigma, Interviewing Skills, Six Sigma Methodology, Problem Solving
Beginner · Specialization · 3 - 6 Months
University of Toronto
Skills you'll gain: Life Sciences, Data Analysis, Microbiology, Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Deepseek, Fine-tuning, Legal Technology, Model Optimization, Cloud Deployment, LLM Application, Deep Learning, Model Training, Transfer Learning, MLOps (Machine Learning Operations), AI Workflows, Gemini, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Performance Tuning, Generative AI Agents, Data Science
Advanced · Course · 1 - 4 Weeks

University of Cambridge
Skills you'll gain: Physical Science, Physics, Scientific Methods, General Science and Research, Taxonomy, electromagnetics, Spatial Data Analysis, Research, Structural Analysis, Image Analysis, Data Mapping, Data Analysis, Scientific Visualization, General Mathematics, Data Collection, Estimation
Intermediate · Course · 1 - 3 Months

University of London
Skills you'll gain: Oral Expression, Storytelling, Persuasive Communication, Empathy, Rapport Building, Drive Engagement, Emotional Intelligence, Communication Strategies, Personal Attributes, Public Speaking, Communication, Relationship Building, Interpersonal Communications, Verbal Communication Skills, Target Audience, Workplace inclusivity, Non-Verbal Communication, Self-Awareness, Executive Presence, Active Listening
Beginner · Specialization · 1 - 3 Months