{"repo":"amitness/learning","free":true,"listed":false,"github":"https://github.com/amitness/learning","clone":"git clone https://github.com/amitness/learning.git","description":"A log of things I'm learning","language":null,"stars":6943,"topics":["learning-resources","deep-learning","machine-learning","python","generative-ai","llms","nlp"],"license":"MIT","category":"machine-learning","readme_excerpt":"learning A running log of things I'm learning to build strong software engineering skills while also expanding my knowledge of adjacent technologies everyday. Updated : Once a month Current Focus : Generative AI Generic Skills Domain-agnostic, stack-independent skills System Design Format Resource Length Progress --- --- --- --- Book Designing Machine Learning Systems 386 pgs ✅ Designing Data-Intensive Applications 616 pgs ⬜ Udacity A/B Testing 5/5 ⬜ Authentication & Authorization: OAuth 4/4 ✅ Client-Server Communication 5/5 ⬜ Designing RESTful APIs 5/5 ✅ HTTP & Web Servers 3/3 ✅ Networking for Web Developers 5/5 ✅ Udemy AWS Certified Developer - Associate 2018 ✅ Datacamp A/B Testing in Python 4h ⬜ Customer Analytics & A/B Testing in Python 4h ✅ Machine Learning Monitoring Concepts 2h ✅ MLOps Concepts 2h ✅ Neetcode System Design for Beginners ✅ System Design Interview ✅ Maths Format Resource Length Progress --- --- --- --- Datacamp Foundations of Probability in Python 5h ✅ Introduction to Statistics 4h ✅ Introduction to Statistics in Python 4h ✅ Hypothesis Testing in Python 4h ✅ Statistical Thinking in Python (Part 1) 3h ✅ Statistical Thinking in Python (Part 2) 4h ✅ Experimental Design in Python 4h ✅ Practicing Statistics Interview Questions in Python 4h ⬜ edX Essential Statistics for Data Analysis using Excel ✅ MIT MIT 18.06 Linear Algebra, Spring 2005 36/36 ✅ Udacity Intro to Inferential Statistics 23/23 ✅ Eigenvectors and Eigenvalues 1/1 ✅ Linear Algebra Refresher 8/8 ⬜ Y","default_branch":null,"files":null,"tree":[],"storefront":"/r/amitness","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/amitness/learning/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}