Evell Lam's starred repositories
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
great_expectations
Always know what to expect from your data.
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
industry-machine-learning
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
machine-learning-mindmap
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
interpretable-ml-book
Book about interpretable machine learning
Production-Level-Deep-Learning
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
stat_rethinking_2022
Statistical Rethinking course winter 2022
jupyter-book
Create beautiful, publication-quality books and documents from computational content.
Awesome-Prompt-Engineering
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
electricitymaps-contrib
A real-time visualisation of the CO2 emissions of electricity consumption
Seeing-Theory
A visual introduction to probability and statistics.
sqlstyle.guide
A consistent code style guide for SQL to ensure legible and maintainable projects
sql-metadata
Uses tokenized query returned by python-sqlparse and generates query metadata
sklearn-classification
Data Science Notebook on a Classification Task, using sklearn and Tensorflow.
resume-parser
Google Cloud Function proxy that parses resumes using Lever API
SqlBeautifier
A sublime plugin to format SQL. It supports both sublime 2 and 3.
statistical-rethinking
A repository for working through the Bayesian statistics book "Statistical Rethinking" by Richard McElreath.
cheatsheet-gcp-A4
:cloud: GCP gcloud, gsutil, etc.