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.

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

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 (224) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Jupyter, R Programming, Data Analysis Software, Computer Programming Tools, GitHub, Data Science, Cloud Hosting, Git (Version Control System), Cloud Platforms, Other Programming Languages, Integrated Development Environments, Version Control, Development Environment, Query Languages, Python Programming
★ 4.5 (30K) · Beginner · Course · 1 - 3 Months
Duke University
Skills you'll gain: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, R (Software), Web Scraping, Ggplot2, Model Evaluation, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Plot (Graphics), Data Transformation, R Programming, Data Science, Data Wrangling, Data Presentation, Version Control
★ 4.8 (49) · Beginner · Specialization · 1 - 3 Months
Johns Hopkins University
Skills you'll gain: Data Quality, Exploratory Data Analysis, Data Presentation, Employee Onboarding, Data Management, Team Motivation, Technical Communication, Data Analysis, Project Management, Interviewing Skills, Data Science, Data Collection, Team Management, Team Building, Presentations, Team Leadership, Statistical Inference, Leadership, Software Engineering, Communication
★ 4.5 (11K) · Beginner · Specialization · 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

Microsoft
Skills you'll gain: Power BI, Dashboard Creation, Data Visualization, Microsoft Excel, Advanced Analytics, Data Integrity, Data Analysis, Data Storage, Business Intelligence, Model Optimization, Descriptive Statistics, Creative Design, SQL, Data Wrangling, Data Entry, Data Security, Data Import/Export, Data Analysis Software, Data Maintenance, Design
★ 4.6 (9.7K) · Beginner · Professional Certificate · 3 - 6 Months

Stanford Online
Skills you'll gain: Statistics, Statistical Inference, Probability & Statistics, Regression Analysis, Statistical Methods, Descriptive Statistics, Statistical Hypothesis Testing, Exploratory Data Analysis, Statistical Modeling, Statistical Analysis, Data Analysis, Sampling (Statistics), Probability Distribution, Probability, Statistical Visualization
★ 4.6 (4.3K) · Beginner · Course · 1 - 3 Months
Skills you'll gain: Data Ethics, Data Analysis, Analytics, Data-Driven Decision-Making, Spreadsheet Software, Analytical Skills, Tableau Software, Analysis, Data Sharing, Data Cleansing, Data Processing, Data Visualization Software, Data Visualization, SQL
★ 4.8 (124K) · Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Correlation Analysis, Probability & Statistics, Statistical Methods, Statistics, Statistical Analysis, Data Analysis, Sampling (Statistics), Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
★ 4 (44) · Beginner · Guided Project · Less Than 2 Hours
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

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