Cours en Big data

Compétences que vous acquerrez: Algorithme de la forêt aléatoire, Modèle de formation, Méthodes d'apprentissage automatique, Algorithmes de classification, Apprentissage automatique, Apprentissage par arbre de décision, Évaluation du modèle, Régression logistique, Apprentissage statistique des machines, Algorithmes d'apprentissage automatique, Prétraitement des données, Analyse de régression, Optimisation du modèle, Apprentissage automatique appliqué, Modélisation prédictive, Échantillonnage (statistiques), Logique d'entreprise, Scikit Learn (Bibliothèque d'apprentissage automatique), Apprentissage supervisé, Nettoyage des données

Compétences que vous acquerrez: Regression Analysis, Statistical Methods, Correlation Analysis, Statistical Hypothesis Testing, Statistical Inference, Statistical Modeling, Statistical Analysis, Probability & Statistics, Statistics, Predictive Modeling, Analysis, Predictive Analytics, Exploratory Data Analysis, Scatter Plots, Model Evaluation, Estimation, Data Literacy, Sampling (Statistics), Anomaly Detection

Compétences que vous acquerrez: Vector Databases, Systems Design, Metadata Management, Natural Language Processing, Text Mining, Code Reusability, AI Workflows, Data Mapping, Database Management, Scalability, Data Processing, Data Pipelines, Applied Machine Learning, Performance Tuning, Data Management, Unstructured Data, Machine Learning, Machine Learning Algorithms, Data Storage, Algorithms

Compétences que vous acquerrez: AI Workflows, LangGraph, AI Orchestration, Generative AI Agents, Agentic Workflows, Retrieval-Augmented Generation, Responsible AI, LangChain, Tool Calling, Large Language Modeling, Generative AI, Prompt Engineering, Agentic systems, Artificial Intelligence, Image Analysis, Application Deployment, Natural Language Processing, Computer Vision, Context Management, Application Programming Interface (API)

Compétences que vous acquerrez: Prompt Engineering, Responsible AI, AI literacy, Risking, Generative AI, Artificial Intelligence, AI powered creativity, Verification And Validation, Critical Thinking, Model Evaluation, Trustworthiness, AI Workflows, Creative Thinking, Creativity, Ideation

Compétences que vous acquerrez: Generative AI, Infrastructure as Code (IaC), Model Deployment, Personalized Service, Maintainability, Software Development Tools, Prompt Engineering, AI Personalization, Software Development, Amazon Web Services, Customer Relationship Management, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Business Process Automation, Amazon DynamoDB, DevOps, Amazon S3, Cloud Computing, Machine Learning, Natural Language Processing

Compétences que vous acquerrez: Generative Model Architectures, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Fine-tuning, Generative AI, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Vision Transformer (ViT), Model Optimization, Deep Learning, Artificial Neural Networks, Convolutional Neural Networks, Cloud Infrastructure, AI Workflows, Microsoft Azure, Image Analysis, Model Training, Model Deployment, Hugging Face, Computer Vision

Compétences que vous acquerrez: Retrieval-Augmented Generation, Personally Identifiable Information, Data Ethics, Prompt Engineering, Generative AI, Security Controls, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Data Governance, Verification And Validation, Amazon S3, Amazon Web Services, Cybersecurity, Machine Learning, Natural Language Processing, Cloud Computing, Software Development, Governance

Compétences que vous acquerrez: OpenAI API, Amazon Bedrock, OpenAI, Multimodal Prompts, Generative AI, AWS SageMaker, Generative AI Agents, LLM Application, Responsible AI, Retrieval-Augmented Generation, Prompt Engineering, Amazon Web Services, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Embeddings, Cyber Governance, Vector Databases, Data Ethics, Natural Language Processing

Compétences que vous acquerrez: Responsible AI, Data Ethics, Artificial Intelligence, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, AI literacy, Large Language Modeling, Natural Language Processing, Model Training, Machine Learning, Model Evaluation, Decision Intelligence, Hugging Face, Machine Learning Methods, Generative AI, LLM Application, Bayesian Network, Human Centered Design, Python Programming

Compétences que vous acquerrez: Probability Distribution, Exploratory Data Analysis, Probability, Descriptive Statistics, Statistical Modeling, Data Literacy, Statistics, Probability & Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Statistical Inference, Descriptive Analytics, Data Analysis, Diagnostic Tests, Histogram, Box Plots, Bayesian Statistics, Combinatorics, Risk Modeling