yjhbnb's repositories
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
blogScripts
Repository for code used in my blog posts
coding-interview-university
A complete computer science study plan to become a software engineer.
competitive-data-science
Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course
concrete_NLP_tutorial
An NLP workshop about concrete solutions to real problems
coursera-Advanced-Machine-Learning-specialization
Repo for coursera specialization Advanced Machine Learning by Higher School of Economics
Coursera-Specializations
Solutions to assignments of Coursera Specializations - Deep learning, Machine learning, Algorithms & Data Structures, Image Processing and Python For Everybody
Data-Analysis
Data Analysis Using Python
DataHackSummit_2017
Apache Zeppelin notebooks for Recommendation Engines using Deep Learning toolkits and Machine Learning on Apache Spark
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
deeplearning.ai
Maybe the most detailed records and programming task of Andrew Ng's course on Coursera
dplyr-style-data-manipulation-in-python
dplyr-style Data Manipulation with Pipes in Python
DS-GA-1011-Fall2017
DS-GA-1011 Natural Language Processing with Representation Learning
hadoop-book
Example source code accompanying O'Reilly's "Hadoop: The Definitive Guide" by Tom White
interviews
Everything you need to know to get the job.
machine-learning
Content for Udacity's Machine Learning curriculum
machine-learning-1
:earth_americas: machine learning algorithms tutorials (mainly in Python3)
machine-learning-mindmap
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
MachineLearning
Basic Machine Learning and Deep Learning
MachineLearning_Python
机器学习算法python实现
nmt
TensorFlow Neural Machine Translation Tutorial
pandas_exercises
Practice your pandas skills!
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
scikit-learn
scikit-learn: machine learning in Python
sds383d
Course webpage for SDS 383D - Statistical Modeling II
tech-interview-handbook
💯 Algorithms study materials, behavioral content and tips for rocking your coding interview
wav2letter
Facebook AI Research Automatic Speech Recognition Toolkit