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.

Skills you'll gain: Data Mapping, Extract, Transform, Load, Data Validation, Workflow Management, JSON, Fraud detection, Extensible Markup Language (XML), Metadata Management, Process Design, Data Integration, Data Cleansing, Data Transformation, Data Pipelines, Data Processing, Data Integrity, Data Modeling
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Data Visualization, Interactive Data Visualization, Data Presentation, Data Storytelling, Data Visualization Software, Power BI, Dashboard, Ad Hoc Reporting, Business Reporting, Data Analysis Expressions (DAX), Management Reporting, Analysis, Business Analysis, Advanced Analytics, Strategic Decision-Making, Key Performance Indicators (KPIs), Design Elements And Principles, User Experience
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, MLOps (Machine Learning Operations), Keras (Neural Network Library), Data Pipelines, Data Transformation, Machine Learning, Data Modeling, Statistical Methods
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Dataflow, Data Pipelines, Data Processing, Debugging, Performance Tuning, Serverless Computing, CI/CD, Unit Testing, Google Cloud Platform, Disaster Recovery, Integration Testing
Advanced · Course · 1 - 3 Months

Skills you'll gain: Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Model Deployment, Data Pipelines, Cloud Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Data Cleansing, Data Transformation, Deep Learning, Scalability, Artificial Neural Networks, Machine Learning
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Responsible AI, Data Ethics, Model Evaluation, Governance, Multimodal Prompts, AI Enablement, Generative AI, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 1 - 4 Weeks
O.P. Jindal Global University
Skills you'll gain: Operations Management, Design Thinking, Data Visualization, Active Listening, Sampling (Statistics), Working Capital, Database Management, Environmental Social And Corporate Governance (ESG), Project Estimation, Financial Statements, Marketing Management, Business Analytics, Financial Accounting, Predictive Analytics, Big Data, Operations Research, Pivot Tables And Charts, Data Cleansing, Emerging Technologies, People Management
Earn a degree
Degree · 1 - 4 Years

Skills you'll gain: Configuration Management, Experimentation, Software Documentation, MLOps (Machine Learning Operations), Software Configuration Management, A/B Testing, Workflow Management
Intermediate · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing
Earn a degree
Degree · 1 - 4 Years

Pontificia Universidad Católica de Chile
Skills you'll gain: Model Evaluation, Supervised Learning, Predictive Analytics, Data Cleansing, Matplotlib, Dimensionality Reduction, Exploratory Data Analysis, Unsupervised Learning, Data Science, Descriptive Analytics, Regression Analysis, Data Visualization, Plot (Graphics), Data Analysis, Machine Learning Algorithms, Pandas (Python Package), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Visualization (Computer Graphics), Scientific Visualization
Credit offered
Mastertrack · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Deep Learning, Reinforcement Learning, Computer Vision, Predictive Modeling, Risk Analysis, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Logistic Regression, Marketing Analytics, Cash Flows, Business Analysis, Descriptive Analytics, Transfer Learning, Pandas (Python Package), Simulations, Dashboard
Earn a degree
Degree · 1 - 4 Years

Indian Statistical Institute
Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Database Management Systems, Probability, Economics, SQL, Data Compilation, Dimensionality Reduction, Statistical Methods, Statistical Inference, Lifelong Learning, Regression Analysis, Graphing, Surveys, International Finance
Postgraduate Diploma · 6 - 12 Months