Cours en Science des données

Compétences que vous acquerrez: Apache Kafka, Performance Tuning, Amazon Web Services, Amazon Elastic Compute Cloud, Cloud-Native Computing, Data Pipelines, Event-Driven Programming, Amazon S3, Data Integration, Data Governance, Systems Architecture, Cloud Security, Scalability, DevOps, Real Time Data, Continuous Integration, Data Migration, Application Security, Data Security, Resilience

Compétences que vous acquerrez: Architectures de modèles génératifs, Informatique distribuée, Réseaux neuronaux convolutifs, Apprentissage automatique appliqué, Modèle de formation, Apprentissage profond, Évaluation du modèle, Vision par ordinateur, Autoencodeurs, IA générative, Optimisation du modèle, Keras (bibliothèque de réseaux neuronaux), Analyse d'images, Mise au point, Apprentissage par transfert, Réseaux adversoriels génératifs (GAN), Algorithmes de classification, Visualisation (infographie), Tensorflow, Réseaux neuronaux artificiels

Compétences que vous acquerrez: Risking, Statistical Methods, Data Ethics, Model Evaluation, Vulnerability Assessments, Statistical Hypothesis Testing, Performance Testing, Verification And Validation, Statistical Analysis, Decision Intelligence, Artificial Intelligence, Artificial Neural Networks, Supervised Learning, Ethical Standards And Conduct, Continuous Monitoring, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Performance Analysis, Law, Regulation, and Compliance, Probability & Statistics

Compétences que vous acquerrez: Authentications, Azure Active Directory, Zero Trust Network Access, Identity and Access Management, Cyber Security Assessment, Multi-Factor Authentication, Microsoft Azure, Role-Based Access Control (RBAC), Vulnerability Assessments, Security Controls, Security Architecture Review, Technical Communication, Authorization (Computing), IT Security Architecture, User Accounts, Cyber Security Policies, Information Technology, Web Development, Computer Science, Mobile Development

Compétences que vous acquerrez: Recherche, Compétences organisationnelles, Rédaction et édition, Grammaire, Méthodes de recherche, Guides de style, Rédaction de rapports, Rédaction, Planification, Rapports de recherche, Pensée critique, Communication persuasive, Statistiques descriptives

Compétences que vous acquerrez: Engineering Software, Software Engineering, Application Design, Prompt Engineering, Systems Engineering, Generative AI Agents, No-Code Development, Application Development, LLM Application, Product Requirements, Development Testing, AI Workflows, AI literacy, Software Testing, Verification And Validation, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Generative AI, ChatGPT

Compétences que vous acquerrez: Sécurité des données, Intégrité des données, Gestion des métadonnées, Gestion des fichiers, Gestion des données, Contrôle des versions, Accès aux données, Éthique des données, Partage des données, Stockage des données

Compétences que vous acquerrez: Model Context Protocol, Anthropic Claude, AI Workflows, Agentic Workflows, AI Orchestration, Prompt Patterns, Prompt Engineering, Financial Modeling, Data Wrangling, Data Processing, Data Manipulation, Tool Calling, Data Cleansing, Workflow Management, Data Analysis, Generative AI Agents, Research Reports, Report Writing, Statistical Reporting, Business Reporting

Compétences que vous acquerrez: Data Storytelling, Software Quality Assurance, Object Oriented Design, Generative AI, Open Web Application Security Project (OWASP), Text Mining, Software Testing, Data Warehousing, Database Design, Convolutional Neural Networks, Agile Software Development, Software Development Life Cycle, Data Governance, Unsupervised Learning, Process Mapping, Project Closure, Cybersecurity, Classification Algorithms, PyTorch (Machine Learning Library), Engineering Management

Compétences que vous acquerrez: Data Visualization, Spreadsheet Software, Google Sheets, Data Presentation, Excel Formulas, Google Workspace, Data Entry, Microsoft Excel, Productivity Software, Business Reporting, Collaborative Software, Data Maintenance, Data Management, File Management, Editing

Compétences que vous acquerrez: Qualitative Research, Responsible AI, Prompt Engineering, Quantitative Research, Data Ethics, AI literacy, Anthropic Claude, Research Methodologies, Research, Research Design, Prompt Engineering Tools, AI Enablement, AI Workflows, OpenAI, Science and Research, Artificial Intelligence, Architectural Design, Innovation, Design, Product Design