Alex-Yu's repositories
IBM-Data-Science-Professional-Certificate-Capstone
This is the capstone project for IBM Data Science Professional Certificate
a-naive-google-interface
Toy project of building a simple google.com interface using css and html
anscombe-demonstration
Demonstrate the importance of EDA before any analysis based on Anscombe's Quartet
Deforestation-Exploration-Using-SQL
This proejct made some helpful insights into the deforestation data from the World Bank using postgreSQL.
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.
Coursera_Capstone
This is the capstone project for the IBM Data Science Certificate from Coursera.
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Experiment-with-Decision-Trees
Cases using decision tree algorithm
Experiment-with-Linear-Regression
demos experiment with linear regression algorithm
ForkGoBike-Explanatory-Data-Analysis
Explore rent patterns in ForkGoBike Share System from multiple perspetives
Model-Evaluation
Common metrics on evaluating regression and classification algorithms
Motivational-Meme-Generator
A meme generator via CLI or web interface
Neural-Networks-Experiment
Play around with neural networks
password-generator
Generate random passwords using the random combination of lowercase, uppercase letters, number digits and symbols.
pdsnd_github
GitHub project (Project 3) repository for PDSND
Probability_Demo
Python scripts for foundamentals in probability theory.
R_Fundamentals
Demonstrate some basic syntax and application in R programming
Regression-and-Classification-Metrics-demo
Demonstrate the different evaluation metrics for regression and classification models in machine learning.
seaborn-data
Data repository for seaborn examples
Statistics-using-python
Demo on statistical analysis using python
SurveyDataAnalysis
A CRISP-DM Walkthrough on StackOverflow Survey Data
Udiddit-a-social-news-aggregator
Database Normalization - A Capstone Project From SQL Nanodegree Program of Udacity
Visualization-Using-Python
Hot Visualization Techniques Using Python From Scratch