TILs

Some people might call it TILs (“today-I-learned”), cheat-sheet, utilities, what matters is that these saved me a ton of time, that is before LLMs took over the world.

Date	Title	Author
Mar 3, 2023	Kubernetes
Jan 26, 2023	Labeling
	Project: Apriori Algorithm for Finding Frequent Itemsets with PySpark
	1. Create private AWS ECR repository
	4. IAM
	AWS Beanstalk
	AWS DocumentDB
	AWS Glue
	AWS Lambdas with layers and from containers
	AWS RDS
	AWS SQS, SNS, and Kafka
	AWS Serverless Application Model (SAM)
	AWS basics
	Application Integration
	Augmentations
	Auto Scaling Group
	Azure
	Backpropagation
	Behavioral
	Convolutions
	Create table and copy data from csv file
	Creating an Image Pipeline with EC2 Image Builder
	Creational
	Custom CSS to inject for making buttons bigger
	Custom domain
	Data Engineer certificate
	Datetime
	Design Elevator system
	Docker
	ECS
	Environments
	Extract pages from PDF
	FastAI
	Feature Engineering
	FileIO
	Functools
	Git
	GitHub Actions with access to AWS
	Host Web App
	Hosting a static website via AWS EC2 and Lambda
	HuggingFace
	Images
	Jupyter General
	Kaggle
	Kernels
	Latex
	Linear Regression
	Logging
	Loss
	Made with ML
	Manage EC2 via CLI
	Matplotlib
	Metrics
	Models
	Numpy
	OS
	PIL
	Paperspace
	Parser example
	Pathlib
	PyData
	PyTest
	PyTorch Performance Tuning Guide
	Python General
	Quadratic function fitting
	Regex
	SQL examples
	Set operations
	Statistics
	Step Function project
	Stream processing
	Structural
	Tensor
	Terraform
	VS Code
	Video capture and processing
	Visualizations
	WSL
	`copy` module
	nbdev
	zsh