Week-by-Week-Schedule

Week-by-Week-Schedule

Week 0

Introduction and Rust Bootcamp

• Introduction to the Course, Setting up Environment
• Five Week Rust Bootcamp Course Led by Alfredo Deza
• [Coursera - Systems Programming in Rust-Bootcamp Course]

Week 1

Introduction to GitHub Ecosystem

• Introduction to GitHub, GitHub Actions, GitHub Codespaces
• Understanding Command-Line Interfaces
• Coursera- DevOps, DataOps, MLOps

Week 2

Getting Started with Rust

• Rust Basics and Environment Setup
• Coursera- DevOps, DataOps, MLOps

Week 3

Developing a Command-Line Rust Binary

• Rust Binary Creation and Packaging
• Implementing Basic Descriptive Statistics and Exporting to CSV
• [Coursera - Systems Programming in Rust-Linux Command-Line Tools with Python and Rust]
• Introduction to Command-line tools with Python and Rust
• Advanced Command-line tool development

Week 4

Project 1: Command-line Rust Binary using Polars DataFrame package

• Project Implementation and Testing
• [Coursera - Systems Programming in Rust-Linux Command-Line Tools with Python and Rust]
• Implementing testing and validation strategies for Command-line tools
• Automation and Continuous Integration for distributing tools

Week 5

Introduction to Linux and Bash

• Basics of Bash Scripting for Linux
• Coursera-Using Linux
• Coursera-Using Bash

Week 6

Developing a Bash Command-Line Tool and Using Docker

• Creating Bash Command-Line Tool for Data Preparation
• Working with Distroless Containers in Docker Hub
• Coursera-Building Bash Scripts
• Coursera-Cloud Virtualization, Containers and APIs-Week2: Virtualization and Containers

Week 7

Project 2: Bash Command-Line Tool for Data Preparation

• Project Implementation and Testing
• Coursera-Composing File and Data Solutions

Week 8

Introduction to SQL, Databricks and Snowflake in Rust

• Connecting Rust with SQL Systems
• Performing SQL Operations from Rust
• Overview of Databricks and Snowflake
• [Coursera-Large Scale Data Engineering Platforms with Python]

Week 9

Developing a SQL System Rust Binary CLI

• CLI Development for SQL Operations
• SQL Operations with Databricks and Snowflake
• [Coursera-Large Scale Data Engineering Platforms with Python]

Week 10

Project 3: SQL System Rust Binary CLI with Databricks and Snowflake

• [Coursera-Large Scale Data Engineering Platforms with Python]
• Project Implementation and Testing

Week 11

Introduction to Rust Actix Web Framework

• Understanding Actix Web Framework
• Creating RESTful API Endpoints in Rust [Coursera- DevOps, DataOps, MLOps-Week 5: Rust for MLOps: The Practical Transition from Python to Rust ]

Week 12

Continuous Delivery of Rust Microservices

• Understanding Continuous Delivery Pipelines
• Docker and Kubernetes for Microservices Deployment
• [Coursera-Kubernetes for Data Engineering with Python]

Week 13

Developing a Rust Actix Web Data Engineering Microservice

• Developing a Microservice with RESTful API Endpoints
• Implementing Automated Testing in the CD Pipeline
• [Systems-Programming in Rust: DevOps with Python and Rust]

Week 14

Project 4: Continuous Delivery of Rust Actix Web Data Engineering Microservice

• Project Implementation and Testing [Systems-Programming in Rust: Rust for MLOps]

Week 15

Review and Final Project Demos

• Review of the Course Content
• Final Project Demos and Feedback