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10-steps-to-become-a-data-scientist

10 steps to Become a Data Science

ai_game_algorithm

An AI algorithm to play a Laser Checkmate game against a Human adversary.

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

airbnb

EDA and Modelling on the old Airbnb Dataset

artificial-intelligence

CSCI-561 AI Assignments.

artificial-intelligence-1

CSCI 561 - USC

augmented-reality-plugin

A Swift based ARKit plugin to recognize real world objects using feature points and implement Occlusion.

augmented-reality-project

Augmented Reality Project using Swift and Xcode. Includes an iOS Game App Dev.

beyond-leetcode-sql

Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.

camrs

Context Aware Movie Recommender System

cash_miner_game_algo

An AI Algorithm to play the famous Cash/Money Miner game online

coding-interview-university

A complete computer science study plan to become a software engineer.

crawler4j

Open Source Web Crawler for Java

data-science--cheat-sheet

Cheat Sheets

datasciencecoursera

datasharing

The Leek group guide to data sharing

decision-tree-from-scratch

Python code for a decision tree built from scratch (w/o sckit-learn). Works for continuous/numerical variables.

easy-application

Over 400 software engineering companies that are easy to apply to

filter-spam-nlp

Using Naive Bayes to classify Spam and Ham Email texts

gender-inclusion-in-sciences

This project aims to quantify the representation of women in various scientific disciplines across time (and countries) and identify institutions who have succeeded in creating a more welcoming environment for women.

google-research

Google AI Research

jupyter

Jupyter metapackage for installation, docs and chat

kmeans

Built Kmeans clustering algorithm from scratch

learn_ml_by_coding

mdp-grid-world

CSCI 561 - MDP 2D-Grid World Optimal Policy

naive-bayes-for-incremental-data

Develop a Naive Bayes Classifier(Python), which works for Incremental Data, and uses running mean and variance to update Gaussian Probability Distributions

neural-network-from-scratch

Build a Neural Network from scratch in Python (Adam optimizer for SGD, and ReLU activation function)

newswebsitecrawler

Crawl news websites with Crawler4j

nlp-sequence-labeling-crfsuite

Assign dialogue acts to sequences of utterances in conversations from a corpus. Optimize the tags assigned to the sequence as a whole rather than treating each tag decision separately.Use conditional random fields toolkit, CRFsuite.

programming-collective-intelligence-code

Examples from Programming Collective Intelligence