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advent_of_code

Solutions to Advent of Code problems.

ai-notes

notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.

blog

Code from blog posts.

business-card

Scrimba business card project

convert-csv-to-json

Data and code for my blog post on how to convert CSV files to JSON using Python.

cover_letter_writer

Use LLMs to automatically write cover letters.

datasciencecoursera

Documents related to Coursera Data Science Specialty

datasharing

The Leek group guide to data sharing

debug_calculator

A basic calculator class that has some unit tests. Meant to be example code for debugging.

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deeplearning-ai-nlp

deeplearning-ai-nlp-specialization

Notebooks and code for the Deeplearning.ai NLP specialization.

discrete_optimization_course

Code and solutions for the Coursera Discrete Optimization course. https://www.coursera.org/learn/discrete-optimization

dog-project

dotfiles

Default set up for machines.

flexible_api

Demonstrates a FastAPI that can take a flexible format using an LLM.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ice_breaker

LangChain Course

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

learning_resources

Books, courses and web sites on technical topics like machine learning and software engineering.

leetcode

Solutions to coding problems on LeetCode.

mastering-pycharm-course

Course demos and handouts for Talk Python's Mastering PyCharm course

modern-apis-with-fastapi

Course demos and handouts for our Modern APIs with FastAPI course.

modern-python-projects-course

Modern Python Projects course materials and handouts

mongodb-quickstart-course

Course demos and handout material for Talk Python's MongoDB Quickstart course

opex-analytics-puzzles

Solutions to puzzles in the Opex Analytics puzzle book.

predict498

Code and data for the final MSPA project in Predict498

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 ;)

python_morsels

Python exercises from Python Morsels.

rl-quadcopter-2

Teach a Quadcopter How to Fly!