YungChunLu/Notes-of-Elements-of-Programming-Interviews

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YungChunLu/Notes-of-Elements-of-Programming-Interviews

YungChunLu

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UCI-Power-Plant

The dataset contains 9568 data points collected from a Combined Cycle Power Plant over 6 years (2006-2011), when the plant was set to work with full load.

Jupyter Notebook

Entity-Resolution-On-Text-Similarity

In this project, we need to find out commercial products listed on Google that refer to the same entity across Amazon by comparing the similarity. This problem is called Entity Resolution.

Jupyter Notebook

UD953

Udacity - Linear Algebra Refresher Course

Rendering

All assignments from the rendering course taken in NTU, 2013

MLND.Project4

Leveraged reinforcement techniques to train a smartcab how to drive in an idealized grid-like city, with roads going North-South and East-West.

MLND.Project1

Predicting Boston Housing Prices

Jupyter Notebook

MLND.Project2

Build a Student Intervention System

Jupyter Notebook

PyCon2022-Micron

Continuous High Volume of Data Exporting From BigQuery

DS_Interview_Question

Udacity859

MLND.Project5

Facebook V: Predicting Check Ins

Jupyter Notebook

Collaborative-Filtering-On-Movies

This notebook will demonstrate how to use Apache Spark to recommend movies to a user. I will start with some basic techniques, and then use the Spark ML library's Alternating Least Squares method to make more sophisticated predictions.

Jupyter Notebook

MLND.Project3

Leveraged unsupervised learning techniques to see if any similarities exist between customers, and how to best segment customers into distinct categories.

UD253-Design_of_Computer_Program

This course focuses on learning how to model problems, and how to optimize performance by using some of the advanced features of Python.

Jupyter Notebook

Census-Income

Given various features, the aim is to build a predictive model to determine the income level for people in US. The income levels are binned at below 50K and above 50K.

Jupyter Notebook