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katacoda-notebooks

O'Reilly Katacoda

lambda-architecture-demo

Developing a Lambda Architecture pipeline using Apache Kafka, Spark Structured Streaming, Redshift, S3, Python

lambda-refarch-iotbackend

Serverless Reference Architecture for creating an IoT Backend

learn-pandas

Tutorials on how to use pandas effectively to do data analysis

least-most-deserving-mvps

Finding the least and most deserving MVPs of the past decade

leetcode-solutions

lifestyle-tools

This is a repo of tools I use to help be more productive and track my performance, learning, and many other things in effort to improve

linkedin-skill-assessments-quizzes

Full reference of LinkedIn answers 2021 for skill assessments, LinkedIn test, questions and answers (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, css, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning test

linkedin_scraper

A library that scrapes Linkedin for user data

livemaps

Realtime maps with Kafka, Python and Leaflet.js

llm-finetuning-scripts

lstm-bitcoin-prediction

Deceptive Deep Learning Models for Predicting the Price of Bitcoin

machine-learning-from-scratch

Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.

machine-learning-notes

Collection of useful machine learning codes and snippets (originally intended for my personal use)

machine-learning-systems-design

A booklet on machine learning systems design with exercises

machine-learning-with-python

Python code for common Machine Learning Algorithms

machine_learning_examples

A collection of machine learning examples and tutorials.

mastering-machine-learning-algorithms-second-edition

Mastering Machine Learning Algorithms Second Edition, published by Packt

mastering-mathematics

mastering-object-oriented-python-second-edition

Mastering Object-Oriented Python - Second Edition, published by Packt

mcmc

Implementation of Markov Chain Monte Carlo in Python from scratch

medium_notebook

Repository containing notebooks of my posts on Medium

mit-15-003-data-science-tools

Study guides for MIT's 15.003 Data Science Tools

ml-all-nba-predict

Using machine learning to predict the All-NBA teams

ml-cheatsheet

Machine learning cheatsheet

ml-foundations

Machine Learning Foundations: Algebra, Calculus, Statistics & Computer Science

ml-in-production-english

Machine Learning in Production

ml-pipeline-template

ml-utils

Machine learning utility functions and classes.

ml-workshop-intro

Introduction to scikit-learn: Machine Learning in Python