Les cours en analytique prédictive peuvent vous aider à comprendre comment utiliser des données pour estimer des tendances ou anticiper des comportements. Vous pouvez développer des compétences en modélisation, préparation, interprétation et évaluation. Beaucoup de cours proposent des exemples pratiques.

University of Maryland, College Park
Compétences que vous acquerrez: Product Roadmaps, Agile Product Development, Backlogs, DevOps, Lean Methodologies, Analytics, Agile Methodology, Agile Project Management, Data-Driven Decision-Making, Data Analysis, Product Management, Operational Efficiency, Risk Management, Risk Analysis, Data Science, Product Development, Innovation, Product Strategy
Intermédiaire · Cours · 1 à 3 mois

Compétences que vous acquerrez: Model Evaluation, Data Preprocessing, Predictive Modeling, Exploratory Data Analysis, R Programming, Customer Analysis, Predictive Analytics, Model Training, Data Science, Data Analysis, Data-Driven Decision-Making, R (Software), Data Cleansing, Applied Machine Learning, Logistic Regression, Machine Learning Methods, Data Transformation, Business Analytics, Decision Tree Learning, Customer Retention
Débutant · Cours · 1 à 4 semaines

Compétences que vous acquerrez: PostgreSQL, Relational Databases, Database Design, Database Development, Database Management, SQL, Database Management Systems, Data Integrity, Query Languages, Business Intelligence, People Analytics, Data Analysis, Transaction Processing, Data Manipulation, Data Validation, Software Installation
Débutant · Spécialisation · 1 à 3 mois

Coursera
Compétences que vous acquerrez: Target Audience, Driving engagement, Customer Analysis, Customer Engagement, Persona Development, Customer Insights, Customer Retention, Data-Driven Marketing, User Feedback, Market Research, Marketing Strategies, Data-Driven Decision-Making, Consumer Behaviour, Data Analysis, Business Ethics
Débutant · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Exploratory Data Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Matplotlib, A/B Testing, Plot (Graphics), Box Plots, Sampling (Statistics), Statistical Hypothesis Testing, Predictive Analytics, Data Analysis, Regression Analysis, Statistical Inference, Descriptive Statistics, Statistical Methods, Data Science, NumPy, Machine Learning, Python Programming
Débutant · Spécialisation · 1 à 4 semaines

Compétences que vous acquerrez: Matplotlib, Box Plots, Plot (Graphics), Seaborn, Data Visualization, Statistical Visualization, Data Visualization Software, Pandas (Python Package), Scatter Plots, Data Presentation, Data Import/Export, Histogram, Python Programming, Data Manipulation, Data Analysis, Data Structures
Débutant · Projet Guidé · Moins de 2 heures

Fundação Instituto de Administração
Compétences que vous acquerrez: Marketing Analytics, Data-Driven Marketing, Marketing Operations, Data-Driven Decision-Making, Marketing, Marketing Management, Customer Analysis, Marketing Strategies, Data Analysis, Time Series Analysis and Forecasting, Trend Analysis, Consumer Behaviour, Data Mining, Data Visualization, Product Assortment, Plot (Graphics), AI Personalization, Data Visualization Software, Cross Selling, Product Promotion
Débutant · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Clinical Trials, Clinical Data Management, Clinical Research, Case Report Forms, Drug Development, SAS (Software), Statistical Reporting, Pharmaceuticals, Statistical Programming, Data Analysis, Statistical Analysis, Informed Consent, Data Transformation, Data Manipulation, Descriptive Statistics
Débutant · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Data Architecture, Distributed Computing, Data Modeling, Scalability, Data Management, Data Strategy, Software Architecture, Semantic Web, Continuous Deployment, Information Architecture, CI/CD, Maintainability, AI Enablement, Organizational Structure, AI Integrations, Product Automation, Interoperability, Data Analysis, Generative AI
Intermédiaire · Cours · 1 à 3 mois

Compétences que vous acquerrez: Science des données, Modèle de formation, Méthodes statistiques, Logiciel de visualisation de données, Visualisation statistique, Manipulation de données, R Programmation, Analyse de régression, Diagrammes de dispersion, Traitement des données, Réseaux neuronaux artificiels, Analyse prédictive, Apprentissage profond, Programmation statistique, R (logiciel), Modélisation prédictive, Méthodes d'apprentissage automatique, Tracé (graphique), Statistiques descriptives, Évaluation du modèle, Manipulation des données
Mixte · Cours · 1 à 4 semaines

Logical Operations
Compétences que vous acquerrez: R Programming, R (Software), Data Science, Data Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Regression Analysis, Statistical Visualization, Statistical Machine Learning, Plot (Graphics), Data Structures, Computer Programming, Decision Tree Learning, Machine Learning Methods, Machine Learning, Software Development, Computer Programming Tools, Data Import/Export, Machine Learning Algorithms
Intermédiaire · Spécialisation · 1 à 3 mois

Johns Hopkins University
Compétences que vous acquerrez: Model Evaluation, Intrusion Detection and Prevention, Threat Detection, Computer Security Incident Management, Cybersecurity, Model Training, Incident Response, Machine Learning Methods, Anomaly Detection, Applied Machine Learning, Continuous Monitoring, AI Security, Cryptographic Protocols, Network Security, Machine Learning Algorithms, Machine Learning, Predictive Modeling, Network Architecture, Unsupervised Learning, Supervised Learning
Intermédiaire · Cours · 1 à 3 mois