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beyond-leetcode-sql

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

data-analysis-tutorials

data collection , extraction , manipulation , processing, cleaning , modelling , visualization . ( Notes from Dr. Bryan Hammer , Professor, Oklahoma State University)

data-engineering-toolbox

Lecture notes, lab notes, and links to helpful resources to pass Google Certification Exam for Professional Data Engineer.

data-science--cheat-sheet

Cheat Sheets

data-science-toolbox

Examples and illustration of basic statistic concepts, probability distribution, Monte Carlo simulation, preprocessing and visualization techniques, and statistical testing.

demolay

scope of this project is to benefit DeMolay International, Stillwater Chapter, by providing context around their current trends of membership retention, membership recruitment, and membership quality

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

desi-vii

The DESI VII workshop will provide a platform for discussion of best practices and innovations in the use of advanced search technology, text classification, language processing, data organization, visualization and related techniques for the purposes of accessing and managing electronically stored information. One focus of the DESI VII workshop will be on emerging protocols and novel techniques for identifying and protecting sensitive information in large collections.

dlaicourse

Notebooks for learning deep learning

docker-stacks

Ready-to-run Docker images containing Jupyter applications

drive_data

Python - SQL

economic-modeling

Buiding Macro Economic Model using Vector Auto regression

flasktutorial

great_expectations

Always know what to expect from your data.

h1b_statistics

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

machine-learning-with-python-cookbook-notes

My jupyter notebooks/code samples from Chris Albon's Machine Learning with Python Cookbook

nordstrom_flask

Flask for data science

object-oriented-python

pandas-data-science-tasks

Set of real world data science tasks completed using the Python Pandas library

pyr

DMH DATA INSIGHTS Top Coder Competition on Data Science , top 4% in the competition

r

R exercises and examples

shell-scripting

Shell Scripting

spark-and-hadoop

Spark and Hadoop for Data Ingest , Transform , Store , Stage , Data Analysis for Big Data

spark-csv

CSV Data Source for Apache Spark 1.x

spark-kafka-cassandra-applying-lambda-architecture

tensorflow

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

zipline

Zipline, a Pythonic Algorithmic Trading Library