ike-okonkwo
Data Scientist. Previously @zynga. @AdRoll, @6sense. Excited about the possibilities with the proliferation of data
San Francisco, CA
Pinned Repositories
benchm-ml
data-science-from-scratch
code for Data Science From Scratch book
dataweek-workshop
Machine learning workshop using Python, pandas, and scikit-learn. The first half of the day covered supervised classification using Logistic Regression and how to use cross validation to evaluate your models . The second half of the day covered unsupervised clustering with Kmeans as well as an overview of the data science process.
imbalanced-learn
Python module to perform under sampling and over sampling with various techniques.
Kaggle-Ensemble-Guide
Code for the Kaggle Ensembling Guide Article on MLWave
ml_microservices_api
Assets and Collateral for ML Micriservices and API meetup
vw-talk-01-15
Materials from Vowpal Wabbit talk
service_reviews_ike
Open Table Reviews
ike-okonkwo's Repositories
ike-okonkwo/ml_microservices_api
Assets and Collateral for ML Micriservices and API meetup
ike-okonkwo/applied-ml
Curated papers, articles & videos on data science & machine learning applied in production, with results.
ike-okonkwo/build-your-own-x
Master programming by recreating your favorite technologies from scratch.
ike-okonkwo/computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
ike-okonkwo/course-nlp
A Code-First Introduction to NLP course
ike-okonkwo/cphb
Competitive Programmer's Handbook
ike-okonkwo/d2l-en
Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.
ike-okonkwo/deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
ike-okonkwo/drawio-libs
Libraries for draw.io
ike-okonkwo/eqworks-intro
EQ Works Intro
ike-okonkwo/fsdl-text-recognizer
Repo that generates https://github.com/full-stack-deep-learning/fsdl-text-recognizer-project
ike-okonkwo/fsdl-text-recognizer-project
ike-okonkwo/grokking-system-design
Grokking system design
ike-okonkwo/Guide-to-QC-and-QI
This guide is for researchers entering the area of Quantum Computation and Quantum Information Science.
ike-okonkwo/hiring-without-whiteboards
⭐️ Companies that don't have a broken hiring process
ike-okonkwo/hosting-ml-as-microservice
Hosting your own Machine Learning Model as a Microservice
ike-okonkwo/lambda_school_notes
ike-okonkwo/little_riak_book
A Little Riak Book
ike-okonkwo/LLM_Text_SQL
LLM - Text to SQL Interface
ike-okonkwo/machine-learning-systems-design
A booklet on machine learning systems design with exercises
ike-okonkwo/ml-powered-applications
Companion repository for the book Building Machine Learning Powered Applications
ike-okonkwo/MLOps-Basics
ike-okonkwo/msds621
Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning
ike-okonkwo/Please-Contain-Yourself
A Docker tutorial written for people who don't actually know Docker already.
ike-okonkwo/Practical-Deep-Learning-Book
Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
ike-okonkwo/recursion-prompts
Repository of prompts to be solved using recursion
ike-okonkwo/tinyml-papers-and-projects
This is a list of interesting papers and projects about TinyML.
ike-okonkwo/Todo-List-HRR37
ike-okonkwo/what-happens-when
An attempt to answer the age old interview question "What happens when you type google.com into your browser and press enter?"
ike-okonkwo/youtube-dl
Command-line program to download videos from YouTube.com and other video sites