Cours en Science des données

Compétences que vous acquerrez: Generative AI, Data Preprocessing, Model Evaluation, Generative Model Architectures, Dimensionality Reduction, Applied Machine Learning, Feature Engineering, Image Analysis, Tensorflow, Generative Adversarial Networks (GANs), Computer Vision, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Convolutional Neural Networks, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Large Language Modeling, Data Cleansing, Autoencoders

Compétences que vous acquerrez: Information Privacy, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Governance, Data Management, Data Ethics, Data Security, Record Keeping, Data Processing, Data Mapping, Compliance Training, Records Management, Security Controls, Responsible AI, Risk Analysis, Information Systems Security, Law, Regulation, and Compliance, Governance, Risk Mitigation, Role-Based Access Control (RBAC)

Compétences que vous acquerrez: Dataflow, Apache Kafka, Data Pipelines, Real Time Data, Data Wrangling, Cloud-Based Integration, Extract, Transform, Load, Serverless Computing, Command-Line Interface, Google Cloud Platform, Data Warehousing, Apache Spark, Cloud Engineering, Data Quality, Identity and Access Management, Data Integration, Scripting, Data Cleansing, Data Transformation, Data Processing

Compétences que vous acquerrez: Web Scraping, Scripting, Selenium (Software), Unstructured Data, Automation, File Management, Application Programming Interface (API), JSON, Extensible Markup Language (XML), Python Programming, File I/O, Hypertext Markup Language (HTML), File Systems, Data Validation, HTML and CSS, Web Development Tools, Authentications, Data Management

Compétences que vous acquerrez: People Analytics, Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Data Transformation, Dashboard, Data Validation, Spreadsheet Software, Business Reporting, Data Wrangling, Data Cleansing, Business Analytics, Data Analysis, Exploratory Data Analysis, Microsoft Copilot, Artificial Intelligence, Data Visualization, Data Visualization Software, Generative AI, Automation

Compétences que vous acquerrez: Amazon S3, Amazon Web Services, AWS Identity and Access Management (IAM), Data Management, Identity and Access Management, Data Access, Authorization (Computing), Data Maintenance, Role-Based Access Control (RBAC), Data Storage Technologies, Information Management, Cloud Storage, IT General Controls (ITGC), Disaster Recovery, File Management, Security Controls, Cloud Hosting, Cloud Security, Data Storage, Software Architecture

Compétences que vous acquerrez: Vision Transformer (ViT), Generative AI, OpenAI API, ChatGPT, Fine-tuning, Generative Model Architectures, Responsible AI, Retrieval-Augmented Generation, Large Language Modeling, Natural Language Processing, AI powered creativity, Multimodal Prompts, Hugging Face, OpenAI, AI Orchestration, Transfer Learning, Generative AI Agents, Embeddings, Prompt Engineering, Artificial Intelligence and Machine Learning (AI/ML)

Compétences que vous acquerrez: Node.JS, Containerization, Kubernetes, Cloud-Native Computing, Distributed Computing, Load Balancing, Dataflow, Scalability, Unit Testing, Data Pipelines, Test Script Development, Test Automation, API Gateway, Server Side, Microservices, Event-Driven Programming, Javascript, Software Architecture, Web Development, Web Applications

Compétences que vous acquerrez: Agentic Workflows, Agentic systems, Generative AI Agents, LLM Application, Application Development, AI Integrations, Automation, Tool Calling, Build Tools, Software Development Tools, Development Environment

Compétences que vous acquerrez: Generative AI, MLOps (Machine Learning Operations), Data Centers, Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, AI Workflows, Data Infrastructure, Network Infrastructure, Model Deployment, Infrastructure Architecture, Generative Model Architectures, Cloud Deployment, Artificial Intelligence, AI Orchestration, Kubernetes, Network Architecture, Model Training, AI literacy, Hardware Architecture, Machine Learning

Compétences que vous acquerrez: Agents génératifs d'IA, Intelligence artificielle, Intelligence artificielle et apprentissage automatique (IA/ML), Sécurité des données, Connaissance de l'IA, Règlement général sur la protection des données (RGPD), IA générative, Gouvernance des données, Gouvernance Gestion des risques et conformité, Protection de l'information, Gouvernance, Algorithmes d'apprentissage automatique, Normes et conduite éthiques, Conception d'interaction, Éthique des données, Risque, Conception centrée sur l'homme, Rapport sur le développement durable, Environnement, société et gouvernance d'entreprise (ESG), Réglementation et conformité juridique

Compétences que vous acquerrez: Google Cloud Platform, Data Lakes, Cloud Storage, Redis, Data Warehousing, Looker (Software), Big Data, Data Infrastructure, Database Administration, Data Architecture, Performance Tuning, Data Storage, Databases, Data Management, Cloud Infrastructure, Cloud Management, Data Storage Technologies, Database Management Systems, Database Management, Database Architecture and Administration