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: 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, Machine Learning Methods
★ 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 Mathematics, Applied Machine Learning, Data Science, Data Manipulation, Data Transformation, Machine Learning
★ 4.6 (13K) · Beginner · Course · 1 - 3 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

Fractal Analytics
Skills you'll gain: Feature Engineering, Data Wrangling, Exploratory Data Analysis, Matplotlib, Statistical Analysis, Data Visualization, Plot (Graphics), Data Preprocessing, Statistical Methods, Seaborn, Data Science, Data Manipulation, Data Cleansing, Data Analysis, Pandas (Python Package), Statistics, Data Transformation, Descriptive Statistics, Correlation Analysis, Statistical Hypothesis Testing
★ 4.2 (221) · Beginner · Course · 1 - 3 Months

Skills you'll gain: NumPy, Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Data Visualization, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Statistical Programming, Histogram, Database Application, Computer Networking, Python Programming
★ 4.7 (63) · Beginner · Specialization · 3 - 6 Months

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

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: 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 Wrangling, Exploratory Data Analysis, Database Design, Data Mining, Extract, Transform, Load, Ggplot2, Data Presentation, Data Visualization Software, Data Visualization, Relational Databases, Excel Formulas, Data Collection, Interactive Data Visualization, Dashboard, Microsoft Excel, Analytical Skills, Data Manipulation, Data Analysis, Web Scraping
★ 4.7 (32K) · Beginner · Professional Certificate · 3 - 6 Months
University of Leeds
Skills you'll gain: Data Presentation, Data Storytelling, Data Visualization, Technical Communication, Technical Writing, AI literacy, Communication, Writing, Concision, Generative AI
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Visualization, Data Analysis, Data Wrangling, Data Collection, GitHub
★ 4.7 (7.4K) · Intermediate · Course · 1 - 3 Months