Vivian Cao's starred repositories

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

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Cookbook

The Data Engineering Cookbook

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redshift-immersionday-labs

This GitHub project provides a series of lab exercises which help users get started using the Redshift platform.

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amazon-redshift-utils

Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment

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albersusa

Tools, shapefiles & data to work with an "AlbersUSA" composite projection in R

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deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

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A_Road_to_Data_Science

This is based on my experience of how to prepare data science interviews.

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notes-python

中文 Python 笔记

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CtCI-6th-Edition-Python

Cracking the Coding Interview 6th Ed. Python Solutions

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extensions-api

Extensions API sample code and developer docs.

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create-react-app

Set up a modern web app by running one command.

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tableau-d3-projections-plugin

A plugin for tableau built using d3.js projection capabilities

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SmartShoppingNavigator

Smart Shopping Cart Demonstration applications to show integration of GCP Cloud IoT Core and Machine Leaning Engine

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Tableau-Server-Postgres-Queries

List of all Tableau Server Postgres DB Tables, Joins and Fields

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data-structures-ucb

🌳 CS 61B: Data Structures in Spring 2018, University of California, Berkeley

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lectureCode-sp18

lecture code

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TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

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cifar10-tensorflow

cifar10数据集上进行图片分类,基于tensorflow框架,旨在探究不同的改进策略对分类准确率的影响,如何一步步得提高准确率

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cifar-10

Classifying images from CIFAR-10 with a convolutional neural network on TensorFlow

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applied_ml_spring_2017

Website and material for the FIXME course on Practical Machine Learning

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LeetCode

:pencil: Python / C++ 11 Solutions of All LeetCode Questions

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ctci

Cracking the Coding Interview, 5th Edition

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StubHub-Scraper

Python Scraper which looks for tickets in 25 cities and outputs in CSV and JSON format each day

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diachronic-text-analysis

Diachronic text analysis in Python

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TextBlob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

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newsclassifier

Classify newspaper articles using scikit-learn and scraping test articles from several online newspapers like BBC, The Guardian, Telegraph and Reuters.

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