May 2023
Intermediate
23h 35m
English
Overview
Assimilate Python For Rust
Learn Python From the Absolute Beginning
This video series covers Python and Rust from the absolute beginning with incremental weekly lessons.
- 1.0 assimilate python from zero
- 1.1 python statements with colab
- 1.2 strings deep dive
- 1.3 key skills python filesystem processes
- 1.4 learn python five minutes with colab
- 1.5 learn python one hour
- 1.6 python statements one hour
- 1.7 demo gpu hugging face fine tuning
- 2.0 beginning python where to run it
- 2.1 lists in python using colab
- 2.2 Assimilate Python from Zero Control Flow
- 2.3 Assimilate Python from Zero list comprehensions
- 3.0 python functions simple to complex
- 3.1 build python project nlp text blob python fire complete
- 3.2 using github codespaces copilot to build simple and advanced functions
- 3.3 functions mapping logic to cli
- 3.4 python functions one hour
- 3.5 python command line from scratch with functions
- 3.6 demo codespaces
- 3.7 demo gpu whisper
- 3.8 demo copilot
- 3.9 demo github actions
- 3.10 Almost 4 hour walkthrough of using Python functions to build everything from a cli, to serverless, to a web app
- 4.0 Assimilate Python from Zero Dictionaries
- 5.0 Advanced Heuristics and Algorithms in Python greedy coin traveling salesman geopy
- 6.0 Assimilate Python from Zero Paint by Numbers Take Logic build cli build fastapi web
- 7.0 Assimilate Python Search Filesystem For Patterns Python
- 8.0 data science your first day
- 9.0 key skills python devops projects with copilot apprunner fastapi
- 10.0 setup github codespace template do object oriented programming
- 11.0 create multiprocessing cli kmeans clustering
- 12.0 Three Hour Live Coding from Zero to Hero of Python project in GitHub Codespaces to AWS FastAPI deployed with AWS App Runner
- 13.0 Use Built in virtualenv and pip that come with Python standard library to install packages and use them in your Python code. No external tools needed like Poetry or Conda.
- 14.0 installing packages windows virtualenv pip pandas jupyter
- 15.0 Learn Rust for PYthon Developers. Getting started with building a command-line tool with Rust and Cargo.
- 16.0 Assimilate Python For Rust mixing rust to python and python to rust with pyo3
- 17.0 Using Ruff linter written in Rust for Python projects
- 18.0 Solving the traveling salesman (TSP) problem with heuristics and algorithms in Python
Topics Covered Include:
- Rust Basics
- Py03: Mixing Python and Rust
- Rust for Python programmers
- Using Github Codespaces Copilot to build Rust projects via prompt engineering
- Python Basics
- Python Syntax
- Mastering Python
- Learn Python week by week
- Python Strings
- Python Functions: Partials, Generators, Lambdas, Decorators, Closures, and More
- Python Control Flow: if, for, while, range and break
- Python Filesystem and Processes: open, read, write, close, and more
- Python NLP: TextBlob and Wikipedia API
- Python Fire NLP: TextBlob and Wikipedia API
- Using GitHub CodeSpaces Copilot to harness Python skills + Advanced AI skills
- Github Repo for Assimilate Python From Zero
- Pytest Master Class
- AWS Solutions Architect Professional Course
- Github Actions and GitOps in One Hour Video Course
- Jenkins CI/CD and Github in One Hour Video Course
- AWS Certified Cloud Practitioner Video Course
- Advanced Testing with Pytest Video Course
- AWS Solutions Architect Certification In ONE HOUR
- Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices
- MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps
- Learn Docker containers in One Hour Video Course
- Introduction to MLOps Walkthrough
- AZ 900 (Azure Fundamentals) Quick reference guide
- 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda
- Learn GCP Cloud Functions in One Hour Video Course
- Python Devops in TWO HOURS!
- MLOps Platforms From Zero: DatMLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn
- AWS Machine Learning Certification In ONE HOUR
- Fast, documented Machine Learning APIs with FastAPI
- Zero to One: AWS Lambda with SAM and Python in One Hour
- AWS Storage Solutions 2022: EBS/S3/EFS/Glacier Python Bootcamp for Data Testing In Python book Minimal Python book Practical MLOps book Python for DevOps Playlist
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