Gus Cavanaugh

02.08.24 - Winter Recovery Diet Day 58

Winter 2023/24 Recovery Diet Day 57

Winter 2023/24 Recovery Diet Day 56

Winter 2023/24 - Recovery Diet - Day 55

Winter 2023/24 - Recovery Diet - Day 54

Winter 2023/24 - Recovery Diet - Day 53

Winter 2023/24 - Recovery Diet - Day 52

Winter 2023/24 Recovery Diet - Day 51

Winter 2023/24 Recovery Diet Day 50

Winter 2023/24 - Recovery Diet - Day 49

Winter 2023/24 Recovery Diet Day 48

Winter 2023/24 Recovery Diet - Day 47

Stop pip installing packages into your system (base) python: use virtual environments instead

ML Pipeline vs Data Pipeline vs CICD Pipeline (Whiteboard Session)

Quick Introduction to CI/CD With Github Actions For Data Science

Quick Snowpark UDFT Example - TJ's Example

Look silly but best cable “crossover” session of my life — focus on shoulders back and down

Quick Example of ML pipeline with dbt-python and Github Actions

Adding CI/CD to ML Pipeline with MLflow, Dagster, and Github Actions

Quick and Super Dirty First Python dbt Model With Snowflake

Quick ML Pipeline using MLflow, Dagster, and Github Actions

Quick Example Deploying Python Flask App From Github To AWS App Runner

CICD For Data Science & Machine Learning - Whiteboard

How to Scale a Sagemaker GPU Instance To A GPU Cluster With Coiled

How To Install A Newer Version of Python On Amazon Sagemaker

Making Python Fast With Numba & Dask (Quick Example)

Winter 2023/24 - Recovery Diet - Day 42

Quick View of AWS Services For ML: EC2 vs ECS vs Lambda/Sagemaker

Google Colab - The Easiest Way to Get Started With Deep Learning

Using RDP Client to Access Azure ML VM - One Snag That Got Me

Quick Example ML Pipeline with Airflow, dbt, and Snowflake

How To Scale Dask On A Cluster From Google Colab

Winter 2023/24 - Recovery Diet - Day 28

Stop hardcoding credentials in ML pipelines - use environment variables instead

Quick introduction to MLflow Projects (how to package MLflow code)

Quick example of adding Github Action to MLflow Projects

How To Install A Newer Version of Python On Amazon Sagemaker [Screencast]

Best Tricep Pushdown Pump In A While

Build, Train, and Deploy a ML Model with SageMaker Super Fast

The Three Types of ML Platforms

Making Chest-supported Rows Fresh Again

DevOps, MLOps, AIOps, and DataOps Explained For Beginners

Adding __init__.py not working - Module Not Found: Fixing Python Sibling Directory Import Error

Install Python Snowpark For Apple M1 Chip -No FFI callback error

Quick Example Deploying ML REST API with FastAPI, Docker, and ECS