December 2023
Intermediate
1h 21m
English
Overview
Live Coding in Rust: Unleash the Power of Systems Programming
What You'll Get
Course Outline (Future and Current Content)
Topics Covered
Additional Popular Resources
Delve deep into the Rust ecosystem with this groundbreaking live coding series, focused on building robust and performant software, including cutting-edge topics like LLMOps and machine learning with Hugging Face's Candle library.
What You'll Get
- Live coding sessions with expert commentary
- Weekly updates and continually expanding!
- High-impact projects and examples
- Exclusive discussions on Rust best practices
- Topics covering LLMOps, machine learning, and more
- A focus on performance, safety, and systems programming
Course Outline (Future and Current Content)
Rust Fundamentals
- Introduction to Rust
- Understanding Ownership & Borrowing
- Error Handling in Rust
LLMOps in Rust
- Live Coding Rust: LLMOps in Rust—Exploring Hugging Face Candle
- Building Custom LLMOps Libraries
- Rust and LLVM: A Match Made in Heaven
Machine Learning in Rust
- Implementing ML Algorithms in Rust
- Using Hugging Face Candle for NLP
- Deploying Rust ML Models in Production
Systems Programming
- Writing File Systems in Rust
- Creating Web Servers with Actix
-
Asynchronous Programming with
async/await
Rust in DevOps
- Automating CI/CD Pipelines with Rust
- Rust for Cloud Operations
- Rust in Containerized Environments
Topics Covered
- LLMOps : The intersection of LLVM and DevOps
- Machine Learning : Building and deploying models in Rust
- Systems Programming : Low-level operations made easier and safer
- DevOps : Leverage Rust for automating operations tasks
Additional Popular Resources
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- Rust Bootcamp
- Python Bootcamp
- Google Professional Machine Learning Engineer Course 2023 (Rough Draft)
- Rust Data Engineering
- Building with the GitHub EcoSystem: Copilot, CodeSpaces, and GitHub Actions
- Microsoft Azure Fundamentals (AZ-900) Certification
- Google Professional Cloud Architect Certification Course 2023 (Rough Draft)
- AWS Solutions Architect Professional (SAP-C02) 2023
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