📚 Next-Gen AI Development with Hugging Face
- Hugging Face Hub and Ecosystem Fundamentals
- Fine-Tuning Transformers with Hugging Face
- Large Language Models with Hugging Face
- Advanced Fine-Tuning in Rust
- Production ML with Hugging Face
📚 Enterprise AI and Data Engineering with Databricks
- Databricks Lakehouse Fundamentals
- Data Engineering with Delta Lake on Databricks
- Machine Learning with Databricks and MLflow
- Generative AI and LLMs on Databricks
- Production Governance and MLOps on Databricks
- AWS Generative AI and Foundation Models
- AWS Intelligent Applications with Amazon Bedrock
- Prompt Architecture and NLP on Amazon Bedrock
- AI Orchestration: From local models to cloud
- Enterprise AIOps with Amazon Q Business
- AI Security and Governance on AWS
- AI-Powered Analytics and Performance Engineering
- CLI Automation with Amazon Q and CloudShell
- Deterministic LLM programming
- Agentic AI: Actor Models and Subagent Architecture
- AI Debugging and Test-Driven fixes
- Multi-modal AI
- Privacy-Conscious Development with AI Assistants
- AI-Powered Data Pipelines with Deno
- Building deterministic MCP Agents
- Conversational Bot Architecture with Rust and Deno
- AI Code Review Automation with GitHub Actions
- LLM Security and Vulnerabilities
- Build a Production SaaS Application with AI
- AI Tooling Capstone: Serverless Multi-Model Systems
- GitHub: From Zero to Pull Request
- GitHub: Codespaces, Actions, and Ecosystem Tools
- GitHub Enterprise Administration
- GitHub: Advanced Prompt Engineering for Code
- GitHub Production Applications
- GitHub: Governing AI-Generated Code
- GitHub: Security, Identity, and Access
- GitHub: Evaluating and Integrating AI Models
- GitHub: AI-Augmented Testing and Refactoring
📚 Building Cloud Computing Solutions at Scale
- Cloud Computing Foundations
- Cloud Virtualization, Containers and APIs
- Cloud Data Engineering
- Cloud Machine Learning Engineering and MLOps
📚 MLOps | Machine Learning Operations
- Python Essentials for MLOps
- DevOps, DataOps, MLOps
- MLOps Tools: MLflow and Hugging Face
- MLOps Platforms: Amazon SageMaker and Azure ML
- Rust Fundamentals
- Data Engineering with Rust
- Rust for DevOps
- Python and Rust with Linux Command Line Tools
- Rust for Large Language Model Operations (LLMOps)
📚 Large Language Model Operations (LLMOps)
- Introduction to Generative AI
- Operationalizing LLMs on Azure
- Advanced Data Engineering
- GenAI and LLMs on AWS
- Databricks to Local LLMs
- Open Source LLMOps Solutions
📚 Applied Python Data Engineering
- Spark, Hadoop, and Snowflake for Data Engineering
- Virtualization, Docker, and Kubernetes for Data Engineering
- Data Visualization with Python
📚 Python, Bash and SQL Essentials for Data Engineering
- Python and Pandas for Data Engineering
- Linux and Bash for Data Engineering
- Scripting with Python and SQL for Data Engineering
- Web Applications and Command-Line Tools for Data Engineering
- 📝 Object-Oriented Programming in Python
- 📝 MySQL for Data Engineering
- 📝 Python Generators
- 📝 Build a Static Website with Rust and Zola
- 📝 Building Rust AWS Lambda Microservices with Cargo Lambda
- 📝 Rust Secret Cipher CLI
- 📝 Python Decorator Functions
- 📝 Understand Big O Notation in Python
- 📝 Building a Bash Command-Line Tool
- 📝 Rust Axum Greedy Coin Microservice
- 📝 Local LLMs with llamafile
- 🎯 Beginning Llamafile for Local Large Language Models
- 🎯 Foundations of Local Large Language Models
- 🎯 End to End LLMs with Azure
- 🚀 Master Production ML Systems - MLOps, AWS & Cloud Computing
- 📺 Watch Our Courses on edX
- 💬 Join Our Discord Community
Learn real-world ML engineering from industry experts. Used by Fortune 500 companies.
