Cours en Analytique des données

Compétences que vous acquerrez: Computer Vision, Convolutional Neural Networks, Applied Machine Learning, Embedded Software, Model Training, Embedded Systems, Machine Learning Software, MLOps (Machine Learning Operations), Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Responsible AI, Predictive Modeling, Artificial Intelligence, AI literacy, Machine Learning Methods, Anomaly Detection, AI Product Strategy, Prototyping, Product Development

Compétences que vous acquerrez: Fine-tuning, Large Language Modeling, LLM Application, Hugging Face, Prompt Patterns, Retrieval-Augmented Generation, Prompt Engineering, Debugging, Transfer Learning, Product Support, Model Training, Model Deployment, Model Optimization, Model Evaluation, Data Transformation, Data Cleansing, Natural Language Processing, Data Validation, Memory Management

Compétences que vous acquerrez: Retrieval-Augmented Generation, Prompt Patterns, Prompt Engineering, Large Language Modeling, Generative AI, Amazon Web Services, Context Engineering, Natural Language Processing, API Design, Enterprise Architecture, Cloud Computing, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Software Development, Machine Learning, Python Programming

Compétences que vous acquerrez: Generative AI, Video Production, Workflow Management, AI Personalization, Scripting, Client Services, Cost Control, Restful API, Cost Management, Photo/Video Production and Technology, Language Interpretation, Translation, and Studies, Verification And Validation, Video Editing, Event-Driven Programming, Cost Estimation, Quality Assurance, Content Creation, Creativity, Creative Design

Compétences que vous acquerrez: Generative AI, Generative Model Architectures, Image Analysis, Model Training, Convolutional Neural Networks, Deep Learning, Data Preprocessing, Natural Language Processing, Unstructured Data, Network Model, Artificial Neural Networks, Model Evaluation, Applied Machine Learning, Data Processing, Model Optimization, Computer Vision, AI Workflows, Network Architecture, Data Transformation

Compétences que vous acquerrez: Probability & Statistics, Descriptive Statistics, Statistics, Data Literacy, Data Analysis, Statistical Methods, Statistical Modeling, Correlation Analysis, Statistical Analysis, Descriptive Analytics, Data Presentation, Statistical Visualization, Probability, Data-Driven Decision-Making, Regression Analysis, Probability Distribution, Graphing, Scatter Plots

Compétences que vous acquerrez: Generative AI, Application Deployment, Scalability, Cloud Deployment, AI Workflows, AI Security, Prompt Engineering, Infrastructure Architecture, Software Architecture, Capacity Management, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Computing, Software Development, API Gateway, Amazon Web Services, Amazon CloudWatch, Serverless Computing, Machine Learning, Natural Language Processing

Compétences que vous acquerrez: Image Analysis, Convolutional Neural Networks, PyTorch (Machine Learning Library), Medical Imaging, Model Training, Computer Vision, Applied Machine Learning, Radiography, Radiology, Model Evaluation, Deep Learning, Data Preprocessing

Compétences que vous acquerrez: Modèle de Markov, Intelligence artificielle, Apprentissage par renforcement, Apprentissage automatique, Algorithmes, Systèmes agentiques, Algorithmes d'apprentissage automatique, Intelligence décisionnelle

Compétences que vous acquerrez: Optimisation des performances, Google Cloud Platform, Validation des données, Déploiement du modèle, Qualité des données, Pipelines de données, Analyse de dépendance, Informatique distribuée, Évolutivité, Workflows d'IA, Architecture des systèmes, L'informatique dématérialisée hybride, Tensorflow, Évaluation du modèle, Optimisation du modèle, Déploiement dans le nuage, MLOps (Machine Learning Operations), Modèle de formation

Compétences que vous acquerrez: Bioinformatics, Informatics, Model Training, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Technical Communication, Machine Learning Methods, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Applied Machine Learning, AI Workflows, Random Forest Algorithm, Artificial Intelligence, Predictive Modeling, Molecular Biology, Natural Language Processing, Biology, Data Analysis

Compétences que vous acquerrez: Méthodes statistiques, Analyse de régression, Modélisation statistique, Apprentissage statistique des machines, Algorithmes de classification, Prétraitement des données, Apprentissage automatique, Modélisation prédictive, Analyse statistique, Apprentissage automatique appliqué, Apprentissage supervisé, Ingénierie des fonctionnalités, Évaluation du modèle, Optimisation du modèle, Algorithmes d'apprentissage automatique, Méthodes d'apprentissage automatique, Modèle de formation