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.

Johns Hopkins University
Skills you'll gain: Precision Medicine, Game Theory, Reinforcement Learning, Data-Driven Decision-Making, Clinical Trials, Image Analysis, Markov Model, Data Analysis, Bayesian Statistics, Decision Making, Data Science, Data Structures, Probability Distribution, Cybersecurity, Statistical Analysis, Algorithms, Statistical Hypothesis Testing, Random Forest Algorithm, Machine Learning, A/B Testing
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Pharmaceuticals, Drug Development, Clinical Research, Clinical Trials, Statistical Analysis, Data Analysis, Statistical Methods, Data Science, Epidemiology
★ 4.8 (15) · Intermediate · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Social Media Analytics, Data Ethics, Predictive Modeling, Model Evaluation, Unsupervised Learning, Natural Language Processing, Predictive Analytics, Data Analysis, Regression Analysis, Data Mining, Data Science, Text Mining, Decision Tree Learning, Big Data, Analytics, Supervised Learning, Cloud Computing, Fraud detection, Descriptive Analytics, Logistic Regression
★ 4.3 (266) · Beginner · Specialization · 3 - 6 Months

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

MathWorks
Skills you'll gain: Data Storytelling, Model Evaluation, Feature Engineering, Data Visualization, Plot (Graphics), Supervised Learning, Dimensionality Reduction, Data Presentation, Data Integration, Data Preprocessing, Interactive Data Visualization, Exploratory Data Analysis, Data Import/Export, Classification Algorithms, Model Training, Technical Communication, Data Analysis, Machine Learning Methods, Applied Machine Learning, Matlab
★ 4.8 (1.1K) · Beginner · Specialization · 3 - 6 Months

University of California, Davis
Skills you'll gain: Presentations, Data Presentation, SQL, Descriptive Statistics, Data Storytelling, Data Analysis, Peer Review, Exploratory Data Analysis, Statistical Analysis, Data Science, Data Import/Export, Target Audience, Proposal Development
★ 4.2 (268) · Intermediate · Course · 1 - 4 Weeks

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

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 (24) · Beginner · Course · 1 - 4 Weeks

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: Data Storytelling, Data Mining, Extract, Transform, Load, Data Presentation, Data Analysis, Excel Formulas, Interactive Data Visualization, Dashboard, Data Visualization Software, Data Visualization, Analysis, Microsoft Excel, Analytics, IBM Cognos Analytics, Big Data, Analytical Skills, Data Storage Technologies, Dashboard Creation, Pivot Tables And Charts, Spreadsheet Software
★ 4.7 (31K) · Beginner · Specialization · 3 - 6 Months
Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Database Design, Data Presentation, Ggplot2, Data Visualization Software, Data Visualization, Relational Databases, Data Collection, Predictive Modeling, Statistical Analysis, Data Analysis, Rmarkdown, Model Evaluation, Shiny (R Package), Interactive Data Visualization, SQL, Data Manipulation, Web Scraping, R Programming
★ 4.5 (1.3K) · Beginner · Specialization · 3 - 6 Months

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