March 2023
Beginner to intermediate
2h 25m
English
Overview
Assimilate Data Science Projects
Assimilate Data Science Projects During Live Coding
This video series covers live coding data science projects iteratively and learning the language. Lessons Covered Include:
- 1.0 Exploring life expectancy data globally using Jupyter and Pandas
- 2.0 Dive into Female Life Expectancy data using Jupyter and Pandas
- 3.0 Query life expectancy data Rust and the Polars DataFrame library
- 4.0 An evaluation context for Rust using evcxr_jupyter - A Jupyter Kernel and plotting with Rust and Jupyter
- Learn how to use Jupyter and Pandas to explore data and explore data science projects
- Learning to build solutions for data science projects with Rust and the Polars DataFrame library
- Learning the key syntax and features of the Python language as well as Rust
- 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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