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

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

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: Data Visualization, Data Analysis, Data Wrangling, Data Collection, GitHub
★ 4.7 (7.4K) · Intermediate · 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

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

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

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

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

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

University of California San Diego
Skills you'll gain: Apache Spark, Model Evaluation, Apache Hadoop, Data Integration, Exploratory Data Analysis, Big Data, Classification Algorithms, Graph Theory, Data Pipelines, Data Processing, Network Model, Model Training, Database Design, Data Modeling, Regression Analysis, Data Mining, Data Infrastructure, Data Presentation, Data Capture, MongoDB
★ 4.6 (14K) · 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