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aiml

airflow_demo

scripts for airflow dags and plugins

awesome-cs-books-and-digests

:books: Awesome CS Books(with Digests)/Series(.pdf by git lfs) Warehouse for Geeks, ProgrammingLanguage, SoftwareEngineering, Web, AI, ServerSideApplication, Infrastructure, FE etc. :dizzy: 优秀计算机科学与技术领域相关的书籍归档，以及我的读书笔记。

boston_housing

Built a model to predict the value of a given house in the Boston real estate market using various statistical analysis tools. Identified the best price that a client can sell their house utilizing machine learning.

customer_segments

Reviewed unstructured data to understand the patterns and natural categories that the data fits into. Used multiple algorithms and both empirically and theoretically compared and contrasted their results. Made predictions about the natural categories of multiple types in a dataset, then checked these predictions against the result of unsupervised analysis.

deep-learning

Coursera Deep learning assignments

finding_donors

Investigated factors that affect the likelihood of charity donations being made based on real census data. Developed a naive classifier to compare testing results to. Trained and tested several supervised machine learning models on preprocessed census data to predict the likelihood of donations. Selected the best model based on accuracy, a modified F-scoring metric, and algorithm efficiency

google-interview-university

A complete daily plan for studying to become a Google software engineer.

keras

Deep Learning for humans

ml-on-gcp

Machine Learning on Google Cloud Platform

powerup-android

PowerUp is an educational choose-your-own-adventure game that utilizes a users uploaded curriculum to empower pre-adolescents to take charge of their reproductive health. This is the Android version of the game.

python-docs-samples

Code samples used on cloud.google.com

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tensorflow

Computation using data flow graphs for scalable machine learning

terraform

terraform-up-and-running-code

Code samples for the book "Terraform: Up & Running" by Yevgeniy Brikman

theultimateinternshipguide

Best guide for internship.

titanic_survival_exploration

tweetretreat

Application to scan tweets from Twitter, classify them using sentiment analysis and integration with slack channel

ud120-projects

Starter project code for students taking Udacity ud120

ud851-sunshine

video-splitter

Simple Python script to split video into equal length chunks