machine-learning
Supervised/unsupervised learning, model selection, evaluation, and scikit-learn. Use for building classification, regression, or clustering models.
mlops-deployment
Docker, Kubernetes, CI/CD, model monitoring, and cloud platforms. Use for deploying ML models to production, setting up pipelines, or infrastructure.
model-optimization
Quantization, pruning, AutoML, hyperparameter tuning, and performance optimization. Use for improving model performance, reducing size, or automated ML.
nlp-processing
Text processing, sentiment analysis, LLMs, and NLP frameworks. Use for text classification, named entity recognition, or language models.
python-programming
Python fundamentals, data structures, OOP, and data science libraries (Pandas, NumPy). Use when writing Python code, data manipulation, or algorithm implementation.
reinforcement-learning
Q-learning, DQN, PPO, A3C, policy gradient methods, multi-agent systems, and Gym environments. Use for training agents, game AI, robotics, or decision-making systems.
statistical-analysis
Probability, distributions, hypothesis testing, and statistical inference. Use for A/B testing, experimental design, or statistical validation.
time-series
ARIMA, SARIMA, Prophet, trend analysis, seasonality detection, anomaly detection, and forecasting methods. Use for time-based predictions, demand forecasting, or temporal pattern analysis.
vue-composition-api
Master Vue Composition API - Composables, Reactivity Utilities, Script Setup, Provide/Inject
feature-stores
Master feature stores - Feast, data validation, versioning, online/offline serving
ml-infrastructure
Production-grade ML infrastructure with Kubernetes, auto-scaling, and cost optimization
async-programming
Master Rust async/await with Tokio
vue-fundamentals
Master Vue.js core concepts - Components, Reactivity, Templates, Directives, Lifecycle
vue-nuxt
Master Nuxt.js - SSR, SSG, Nitro Server, Modules, Auto-imports, Deployment
vue-pinia
Master Pinia State Management - Stores, Actions, Getters, Plugins, Persistence
vue-router
Master Vue Router - Navigation, Guards, Lazy Loading, Meta Fields, History Modes
vue-testing
Master Vue Testing - Vitest, Vue Test Utils, Component Testing, E2E with Playwright
vue-typescript
Master Vue TypeScript - Type-safe Components, Generics, Type Inference, Advanced Patterns
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