Les cours en ingénierie de requête peuvent vous aider à comprendre comment structurer des invitations pour guider les modèles d'IA. Vous pouvez développer des compétences en formulation, évaluation, itération et adaptation selon les usages. De nombreux cours proposent des exercices pratiques pour tester différentes approches.

Northwestern University
Compétences que vous acquerrez: Robotics, Mechanics, Torque (Physics), Mathematical Modeling, Mathematical Software, Engineering Analysis, Numerical Analysis, Applied Mathematics, Control Systems, Linear Algebra, Spatial Analysis
Intermédiaire · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Star Schema, Snowflake Schema, Data Warehousing, Data Modeling, Database Design, Data Architecture, Performance Tuning, Model Optimization, Business Analytics, Performance Measurement, Performance Metric, Business Metrics, Descriptive Analytics, Business Reporting
Avancées · Cours · 1 à 4 semaines

Compétences que vous acquerrez: API Design, MLOps (Machine Learning Operations), Restful API, Fine-tuning, OAuth, Model Deployment, Technical Communication, Model Training, Model Evaluation, Transfer Learning, Vision Transformer (ViT), Model Optimization, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Solution Architecture, Machine Learning, Data Architecture, Machine Learning Algorithms, Data Science
Intermédiaire · Cours · 3 à 6 mois

Coursera
Compétences que vous acquerrez: Simulation and Simulation Software, Computer-Aided Design, Simulations, General Networking, User Interface (UI), Engineering Analysis
Débutant · Projet Guidé · Moins de 2 heures

Compétences que vous acquerrez: Anomaly Detection, MLOps (Machine Learning Operations), AI Security, Software Engineering, Model Training, DevOps, Software Quality Assurance, Maintainability, CI/CD, Model Deployment, Performance Tuning, Security Testing, Model Evaluation, Secure Coding, Performance Testing, Continuous Monitoring, Integration Testing, Data Validation, Sampling (Statistics), Python Programming
Intermédiaire · Cours · 1 à 3 mois

Coursera
Compétences que vous acquerrez: Closing (Sales), Sales Process, Selling Techniques, Sales Presentations, Timelines, Performance Reporting, Sales Pipelines, Performance Analysis, Benchmarking, Performance Measurement, Performance Metric, Decision Making, Simulations, Scaling And Root Planing, Strategic Marketing
Intermédiaire · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Finite Element Methods, Simulation and Simulation Software, Simulations, Mathematical Modeling, Engineering Analysis, Mechanical Design, Scientific Visualization, 3D Assets
Débutant · Projet Guidé · Moins de 2 heures

Google Cloud
Compétences que vous acquerrez: Data Migration, Data Pipelines, Extract, Transform, Load, Google Cloud Platform, Data Import/Export, Data Processing, Data Store, Apache Airflow, Data Lakes, Data Infrastructure, Data Storage, Apache Spark, Data Warehousing, Cloud Storage, IT Automation, Data Transformation, Serverless Computing, Automation, Event-Driven Programming
Débutant · Cours · 1 à 3 mois

Compétences que vous acquerrez: Supervised Learning, Model Optimization, Feature Engineering, Applied Machine Learning, Unsupervised Learning, Model Evaluation, Machine Learning Methods, Statistical Machine Learning, Machine Learning Algorithms, Predictive Modeling, Model Training, Data Preprocessing, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Data Transformation, Fine-tuning
Avancées · Cours · 1 à 3 mois

Compétences que vous acquerrez: Data Validation, Data Quality, Data Integrity, Debugging, Data Pipelines, Test Automation, Root Cause Analysis, YAML, Generative AI, Test Tools, Anomaly Detection, AI Integrations, CI/CD, Python Programming, Reliability, Performance Tuning, Memory Management
Débutant · Cours · 1 à 3 mois

Compétences que vous acquerrez: Model Evaluation, Classification Algorithms, Regression Analysis, Feature Engineering, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Model Training, Risk Modeling, Predictive Modeling, Statistical Methods, Predictive Analytics, Credit Risk, Supervised Learning, Statistical Modeling, Unsupervised Learning, Machine Learning Methods, Machine Learning, Python Programming, Logistic Regression
Mixte · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Shell Unix, Bash (langage de script), Serveurs Linux, Interface de ligne de commande, Langages de script, Unix, Gestion des processus, Linux, Gestion des correctifs, Surveillance du système, Script Shell, Scripting, Gestion des paquets et des logiciels, Durcissement, Comptes d'utilisateurs, Administration Linux, Administration des systèmes, Commandes Linux, Administration des systèmes d'exploitation, Protocole de configuration dynamique de l'hôte (DHCP)
Avancées · Cours · 1 à 4 semaines