farsyd Goto Github PK

atom

The hackable text editor

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

boston-housing

How do we evaluate a machine learning model's performance?

clean_pandas

Demonstration of clean dataframe analysis using Pandas library

create-your-own-adventure

customer-segments

Can we use unsupervised learning to unravel knowledge hidden in data?

data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

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.

dog-project

Using Deep Learning with a Convolutional Neural Network to identify a dog's breed from its picture

dsp

Metis Data Science Bootcamp - Official Prework Repository

farsyd.github.io

Blog

finding-donors

Given a non-profit's limited resources, how can it target donors most likely to make a contribution?

frailgrey

Markov Chain based site-generator

git

Git Source Code Mirror - This is a publish-only repository and all pull requests are ignored. Please follow Documentation/SubmittingPatches procedure for any of your improvements.

hotel-reviews

Data Science Project - What makes a review helpful?

machine-learning

Content for Udacity's Machine Learning curriculum

mta-turnstile

Repository for Exploratory Data Analysis on MTA Turnstile Data

mygithubpage

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 ;)

recipes

reflections

Reflections from Udacity's 'Learn to use Git and GitHub' course

sl-streaming

Files for streaming to Youtube and Facebook Live

smartcab

How does Reinforcement Learning help us to train a smart vehicle to make optimal decisions?

titanicsurvival

Can we use simple exploratory data analysis to identify features that best predict survival of a passenger on the RMS Titanic?

traffic-congestion

Data Science Project - Predicting Traffic Congestion

wordpress-server-configuration-files

Nginx, Varnish, MySQL, Wordpress files