dsbeginner

data-science-from-scratch-2

Data Science From Scratch (Joel Grus)

face_recognition

The world's simplest facial recognition api for Python and the command line

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!

courses

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

2015

Public material for CS109

aifh

Artificial Intelligence for Humans

Codes

Complete-Python-Bootcamp

Lectures for Udemy - Complete Python Bootcamp Course

ConvexOptimization2015

2015 convex optimization seminar

cs231n

Convolutional Neural Networks Assignments

Data-Science-and-ML-Essentials

Data-Science-From-Scratch

Code Companion to Joel Grus' book

Data-Science-From-Scratch-1

Problems and Code from the book, Data Science From Scratch (Python)

data_science_from_scratch

src from the book

django-rest-pandas

Serves up Pandas dataframes via the Django REST Framework for use in client-side (i.e. d3.js) visualizations and offline analysis (e.g. Excel)

ebooks

JavaCNN

A Java implement of Convolutional Neural Network.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nn-from-scratch

Implementing a Neural Network from Scratch

public-apis

A collective list of public JSON APIs for use in web development.

Python-for-Algorithms--Data-Structures--and-Interviews

Files for Udemy Course on Algorithms and Data Structures

PythonDataScienceHandbook

Jupyter Notebooks for the Python Data Science Handbook

scikit-learn

scikit-learn: machine learning in Python

Spider

Python website crawler.

SVM-Kernels

Goal of this project is to implement perceptron,Dual perceptron,Linear Kernel and RBF kernel without using any Machine Learning Libraries

Udemy---Machine-Learning

Notebooks for Course