Pinned Repositories
alx-higher_level_programming
FIFA-2018-World-cup-predictions
I used Machine Learning to make a Logistic Regression model using scikit-learn, pandas, numpy, seaborn and matplotlib to predict the results of FIFA 2018 World Cup.
Histopathologic-Cancer-Detection
Used fast ai to identify metastatic cancer in small image patches taken from larger digital pathology scans.
Keratoconus_Detection
Predicting-churn-using-keras
I used customer behavior data and Keras to predict customer churn based on Telco Customer Churn dataset.
Predicting-House-prices
This project applies basic machine learning concepts on Ames Housing dataset to predict the selling price of a new home.
spinningup
An educational resource to help anyone learn deep reinforcement learning.
Tensorflow-tutorials
Seminar: intro to deep learning with tensorflow
itsmuriuki's Repositories
itsmuriuki/alx-higher_level_programming
itsmuriuki/Keratoconus_Detection
itsmuriuki/udemy_analysis
itsmuriuki/30-Days-Of-JavaScript
30 days of JavaScript programming challenge is a step-by-step guide to learn JavaScript programming language in 30 days. This challenge may take more than 100 days, please just follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw
itsmuriuki/alx-system_engineering-devops
itsmuriuki/awesome-data-leadership
A curated list of awesome posts, videos, and articles on leading a data team (small and large)
itsmuriuki/BookCLIRust
Documentation on how to use the Rust Programming Language to develop commandline applications
itsmuriuki/bunny1
bunny1 is a tool that lets you write smart bookmarks in python and then share them across all your browsers and with a group of people or the whole world. It was developed at Facebook and is widely used there.
itsmuriuki/Card_Analytics
itsmuriuki/coding-competitions-archive
Google Coding Competitions problem archive
itsmuriuki/coursera-natural-language-processing-specialization
Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.
itsmuriuki/Creating-a-simple-blockchain-in-Python
itsmuriuki/data-engineering-zoomcamp
Code for Data Engineer Zoomcamp course
itsmuriuki/global-data-pipeline
Code Repository for my 3rd Data Project.
itsmuriuki/kubernetes-the-hard-way
Bootstrap Kubernetes the hard way on Google Cloud Platform. No scripts.
itsmuriuki/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
itsmuriuki/loan_prediction
itsmuriuki/ml-road-map
The most streamlined road map to learn ML for free.
itsmuriuki/mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
itsmuriuki/mlops-zoomcamp
Free MLOps course from DataTalks.Club
itsmuriuki/msds621
Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning
itsmuriuki/msds692
MSAN692 Data Acquisition
itsmuriuki/nextjs-blog-theme
itsmuriuki/pyspark-examples
Pyspark RDD, DataFrame and Dataset Examples in Python language
itsmuriuki/solid-quickstart
itsmuriuki/supermemory_stuff
Build your own second brain with supermemory. It's a ChatGPT for your bookmarks. Import tweets or save websites and content using the chrome extension.
itsmuriuki/SWE-agent
SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.29% of bugs in the SWE-bench evaluation set and takes just 1.5 minutes to run.
itsmuriuki/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
itsmuriuki/TabularBenchmarks
itsmuriuki/The-Complete-FAANG-Preparation
This repository contains all the DSA (Data-Structures, Algorithms, 450 DSA by Love Babbar Bhaiya, FAANG Questions), Technical Subjects (OS + DBMS + SQL + CN + OOPs) Theory+Questions, FAANG Interview questions, and Miscellaneous Stuff (Programming MCQs, Puzzles, Aptitude, Reasoning). The Programming languages used for demonstration are C++, Python, and Java.