Yang Lei's repositories
DataScienceJobScrawper
A Python Web-Scraper can collect and send desirable job posting information fast and automatically to boost the opportunity of getting the job
Craigslist_UsedCar_Scraper
A Python Scraping Program that collecting the craigslist used car information to save or money for users
R_Shiny_Stock_Price_Prediction_Web_Application
Building a stock price change predictor using shiny in R
Spark_Python_Anomaly_Detection_with_IBM_Waston
a simple anomaly sensor data detection with Python and Spark on IBM Cloud
Association-Rules-for-Market-Basket-Analysis
Association Rules for Market Basket Analysis using R
Cluster_Analysis_Using_R
Cluster analysis using the dataset of mtcars in R
Covariance_Matrix_Computer
A simple function to compute Co-variance matrix
Customer_Retention_Prediction_Using_R
A research for customer retention prediction using different algorithm in R
Image-Detection-using-Neural-network
a deep learning neural network for cat images detection
Loan_Classification_using_SQL_Server_R_services
Building a in database prediction model to leverage SQL Server 2016 as a Scoring Engine to predict "bad" loans
Movie_Recommendation_System
A Movie Recommendation System using Lightfm library
Python_Coding_Only_For_Fun
Life_is_short_Coding_is_Fun
Python_Data_Visualization
draw simple graphs using bokeh library
Python_Hadoop
Python Mapper and Reducer Codes
Python_Sentiment_Analysis_with_nltk
A simple Naive Bayes Classifier for sentiment analysis sample built on nltk
Apache_Spark_Machine_Learning_LogisticRegressionSample
A simple learning sample of execution of logistic regression using PySpark library
Autonomous_Driving_Lane_Detection_and_Centering
Finding Lane Lines On the Road
Conjugate_Gradient
A different method from gradient descent to find minimum function
Email_Sending_Automation_With_Python
Python codes for sending emails automatically
Event_Dispatcher
A simple code snippet for event dispatcher function
Fundamentals-of-Scalable-Data-Science
This repository has the solution to assignments for the course Fundamentals-of-Scalable-Data-Science by IBM on Coursera for future reference. It was a great learning experience and I would not want any other learners to take reference from the same and do them on their own.
Gradient-function-by-Python
a simple sample of gradient
HTML_Data_Visualization
Charts in form of HTML and PNG
SAS_Text_Mining_Sentiment_Analysis
A simple sample of Sentiment Analysis using SAS Enterprise Miner Module
Scala_test_on_Apache_Spark
Scala application test on Apache Spark Platform