Pinned Repositories
A-Naive-Counter-App
a-naive-google-interface
Toy project of building a simple google.com interface using css and html
Build-a-spam-classifier-using-naive-bayes
Classification-metrics-use-cases
This notebook is aimed at some insight into a number of techniques used to understand how well the model is performing. It will use a spam dataset to demonstrate some examples with the metrics specifically related to classification problems.
Data-Wrangling-on-Twitter-Data
Implement a full data wrangling process on twitter data including data gathering, data assessing and data cleaning.
Deforestation-Exploration-Using-SQL
This proejct made some helpful insights into the deforestation data from the World Bank using postgreSQL.
IBM-Data-Analyst-Professional-Certificate-
IBM-Data-Science-Professional-Certificate-Capstone
This is the capstone project for IBM Data Science Professional Certificate
Investigate-Sakila-Database-and-Visualization
This project applies basic and advanced technique for querying and analyzing data from Sakila Relational Database. Then the results are visualized using Python.
Nobel_prize
Display the nobel prize results based on year and category from command line
Alex-YuZ's Repositories
Alex-YuZ/IBM-Data-Analyst-Professional-Certificate-
Alex-YuZ/IBM-Data-Science-Professional-Certificate-Capstone
This is the capstone project for IBM Data Science Professional Certificate
Alex-YuZ/A-Naive-Counter-App
Alex-YuZ/a-naive-google-interface
Toy project of building a simple google.com interface using css and html
Alex-YuZ/anscombe-demonstration
Demonstrate the importance of EDA before any analysis based on Anscombe's Quartet
Alex-YuZ/Deforestation-Exploration-Using-SQL
This proejct made some helpful insights into the deforestation data from the World Bank using postgreSQL.
Alex-YuZ/Investigate-Sakila-Database-and-Visualization
This project applies basic and advanced technique for querying and analyzing data from Sakila Relational Database. Then the results are visualized using Python.
Alex-YuZ/Coursera_Capstone
This is the capstone project for the IBM Data Science Certificate from Coursera.
Alex-YuZ/deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Alex-YuZ/Experiment-with-Decision-Trees
Cases using decision tree algorithm
Alex-YuZ/Experiment-with-Linear-Regression
demos experiment with linear regression algorithm
Alex-YuZ/ForkGoBike-Explanatory-Data-Analysis
Explore rent patterns in ForkGoBike Share System from multiple perspetives
Alex-YuZ/Investigate-the-TMDb-movie-dataset
Alex-YuZ/MBA_m2_test
Alex-YuZ/MBP16_test
Alex-YuZ/Model-Evaluation
Common metrics on evaluating regression and classification algorithms
Alex-YuZ/Motivational-Meme-Generator
A meme generator via CLI or web interface
Alex-YuZ/Neural-Networks-Experiment
Play around with neural networks
Alex-YuZ/password-generator
Generate random passwords using the random combination of lowercase, uppercase letters, number digits and symbols.
Alex-YuZ/pdsnd_github
GitHub project (Project 3) repository for PDSND
Alex-YuZ/Probability_Demo
Python scripts for foundamentals in probability theory.
Alex-YuZ/question
Alex-YuZ/R_Fundamentals
Demonstrate some basic syntax and application in R programming
Alex-YuZ/Regression-and-Classification-Metrics-demo
Demonstrate the different evaluation metrics for regression and classification models in machine learning.
Alex-YuZ/seaborn-data
Data repository for seaborn examples
Alex-YuZ/Simpsons-Paradox
Alex-YuZ/Statistics-using-python
Demo on statistical analysis using python
Alex-YuZ/SurveyDataAnalysis
A CRISP-DM Walkthrough on StackOverflow Survey Data
Alex-YuZ/Udiddit-a-social-news-aggregator
Database Normalization - A Capstone Project From SQL Nanodegree Program of Udacity
Alex-YuZ/Visualization-Using-Python
Hot Visualization Techniques Using Python From Scratch