Compétences que vous acquerrez: Apprentissage automatique, Analyse des données, Visualisation scientifique, Manipulation de données, Algorithmes d'apprentissage automatique, Apprentissage automatique appliqué, Science des données, Optimisation du modèle, Matplotlib, Manipulation des données, Programmation en Python, Structures de données, Pandas (paquetage Python), Tracé (graphique), Analyse de régression, Visualisation statistique, Visualisation des données, Programmation Python, Algorithmes de classification, Principes de programmation, Algèbre linéaire, NumPy

Compétences que vous acquerrez: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, Token Optimization, LLM Application, Tool Calling, OpenAI API, OpenAI, Anthropic Claude, Large Language Modeling, Authentications, Generative AI, Code Review, Maintainability, AI Workflows, AI Integrations, Command-Line Interface, Application Programming Interface (API), Software Documentation, Key Management

Compétences que vous acquerrez: Retrieval-Augmented Generation, LLM Application, Data Flow Diagrams (DFDs), Prompt Engineering, AI Integrations, Generative AI, Embeddings, Diagram Design, Large Language Modeling, Vector Databases, Data Pipelines, Applied Machine Learning

Compétences que vous acquerrez: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Quantum computing, Public Key Cryptography Standards (PKCS), Cryptography, Computational Thinking, Design Strategies, Cryptographic Protocols, Tree Maps, Encryption, Network Model, Combinatorics, Data Science, Computer Science, Mathematical Modeling, Mathematical Software, Python Programming

Compétences que vous acquerrez: Model Optimization, Responsible AI, Data Ethics, Model Training, Model Deployment, Technical Design, Prompt Engineering, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Technical Communication, Communication, AI Workflows, MLOps (Machine Learning Operations), LLM Application, Apache Airflow, System Design and Implementation, Python Programming, CI/CD, SQL, AWS CloudFormation

Compétences que vous acquerrez: Développement d'applications, JSON, Interface de programmation d'applications (API), Développement du programme, Restful API, Accès aux données, Programmation en Python, Programmation Python, Interface utilisateur (UI)

Compétences que vous acquerrez: Databricks, Data Lakes, Data Engineering, Data Wrangling, Apache Spark, Data Access, Data Processing, Data Warehousing, Data Architecture, Data Management, Data Synthesis, Data Science, Data Mining, Data Integrity, Data Modeling, Data Presentation, Data Entry, Data Storage, SQL, Python Programming

Compétences que vous acquerrez: Image Analysis, Data Preprocessing, Computer Vision, Data Transformation, Python Programming, NumPy

Compétences que vous acquerrez: Test Driven Development (TDD), Unit Testing, Development Testing, Test Script Development, Test Case, Software Testing, Python Programming, File I/O

Compétences que vous acquerrez: Analyse des données, Théorie des graphes, Pensée informatique, Biologie moléculaire, Algorithmes, Programmation en Python, Structures de données, Bioinformatique, Programmation Python, Sciences de la vie

Compétences que vous acquerrez: Flask (Web Framework), Application Programming Interface (API), Restful API, Back-End Web Development, Database Management, Bootstrap (Front-End Framework), Object-Relational Mapping, Database Development, Web Applications, SQL, Email Automation, UI Components, Database Design, Application Deployment, Authentications, Front-End Web Development, File Management, Data Migration, User Accounts, Data Validation

Compétences que vous acquerrez: Systems Architecture, AI Workflows, Process Modeling, Model Based Systems Engineering, System Design and Implementation, Systems Analysis, Enterprise Modeling, Model Training, Diagram Design, Dataflow, MLOps (Machine Learning Operations), Requirements Management