yanfei-wu Goto Github PK

ai

Artificial Intelligence Projects for Udacity AI Nanodegree

ai-term2

Deep learning projects

apps_data_project

Apps Data Analysis

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

chemical_cosmetic

Clean and explore a dataset about chemicals in cosmetics

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cs50

My solutions to Introduction to Computer Science course problem set

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datascienceresources

Open Source Data Science Resources.

deepdream

deeplearning_coursera

Programming exercise for Coursera Deep Learning Specialization

document-retrieval

horseracing

kaggle

Kaggle datasets exploration & model building

ml-ng

Implementation of machine learning algorithms with octave - exercises for Andrew Ng's machine learning course on Coursera

ml_udacity

Machine Learning Projects for Udacity ML Nanodegree

mysql-coursera-duke

MySQL Exercises

nuclei_image_recognization

presidential_debate

Sentiment analysis using tweets.

product-sentiment

projects_jhu

Projects for Johns Hopkins University Data Science specialization (in R)

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

scala_coursera

Programming Exercises for Coursera Functional Programming in Scala Specialization

scikit-learn-videos

IPython notebooks from the scikit-learn video series

stock

Stock market analysis and modeling

talkingdata

tdi_capstone

tdi_project

text_prediction_app

Building interactive app with R shiny that predicts the next word based on user input

tv_lines

Analyze South Park lines and build classification model to guess the speakers