tao-cao's repositories
DS-Take-Home
My solution to the book A Collection of Data Science Take-Home Challenges
CtCI-6th-Edition-Python
Cracking the Coding Interview 6th Ed. Python Solutions
Deep-Learning-in-Keras-Tutorial
This is the notebook that goes along with the 'Building Deep Learning Models in Keras' tutorial on Medium.
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Deep_learning_examples
Examples of using deep learning in Bioinformatics
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
educate-resource-for-machine-learning
This ebook from Jason Brownlee. Educational perpose only! Thanks to Jason for the books.
go
The Open Source Data Science Masters
hospital-los-predictor
Prediction of hospital length-of-stay (LOS) at time of admission using gradient boosting
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
kdd2018
Hands-on workshop
list
Site containing list of tech conferences
ml-powered-applications
Companion repository for the book Building Machine Learning Powered Applications
ml_colab
ML on Colab
mlcourse.ai
Open Machine Learning course mlcourse.ai, both in English and Russian
MV-LSTM
Multi-variable LSTM recurrent neural networks for prediction and interpretation of multi-variable time series
PatientLevelPrediction
An R package for performing patient level prediction in an observational database in the OMOP Common Data Model.
Python-100-Days
Python - 100天从新手到大师
qi-ds
d2d-qi-coding
reco-gym
Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising
statistics-for-data-scientists-python
Repository of all the python codes for the Book : Practical Statistics for Data Scientists.
storytelling-with-data
Plots from the book "Storytelling with data" implementation using Python and matplotlib
system-design
Preparing for system design interview questions
system-design-interview
System design interview for IT companies
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
The-Elements-of-Statistical-Learning-Python-Notebooks
A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book