Shih-Chi Liu's repositories
DL-Project-01-Dog-Breed-Classifier
Udacity - Machine Learning Engineer Nanodegree - Write an Algorithm for a Dog Identification App
DL-Project-01-Predicting-Bike-Sharing-Patterns
Udacity - Deep Learning Nanodegree - Neural Networks
ML-Capstone-Project-Algorithm-based-Estimate
AI in AEC Conference 2021 - Algorithm-based Estimate: An Alternate Approach of Construction Cost Prediction in Early Stage of Design
AI-Programming-Project-02-Create-Your-Own-Image-Classifier
Udacity - AI Programming with Python Nanodegree - Developing an AI Application
AI-Programming-Exercise-07-Predicting-Student-Admissions-with-Neural-Networks
Udacity - AI Programming with Python Nanodegree - Neural Networks
AI-Programming-Exercise-06-Currency-Conversion-with-Matrix-Multiplication
Udacity - AI Programming with Python Nanodegree - Linear Algebra
AI-Programming-Exercise-05-Visualizing-Matrix-Multiplication
Udacity - AI Programming with Python Nanodegree - Linear Algebra
AI-Programming-Exercise-04-Linear-Combination-Lab
Udacity - AI Programming with Python Nanodegree - Linear Algebra
AI-Programming-Exercise-03-Vectors-Lab
Udacity - AI Programming with Python Nanodegree - Linear Algebra
AI-Programming-Exercise-02-Statistics-From-Stock-Data
Udacity - AI Programming with Python Nanodegree - Pandas
AI-Programming-Exercise-01-Mean-Normalization-and-Data-Separation
Udacity - AI Programming with Python Nanodegree - NumPy
AI-Programming-Project-01-Image-Classification-for-a-City-Dog-Show
Udacity - AI Programming with Python Nanodegree - Use a Pre-trained Image Classifier to Identify Dog Breeds
DS-Project-01-911-Calls-Analysis
Udemy - Python for Data Science and Machine Learning Bootcamp - Data Capstone Project
QL-Project-01-Train-a-Quadcopter-How-to-Fly
Udacity - Machine Learning Engineer Nanodegree - DDPG and Actor & Critic
QL-Exercise-01-TensorFlow-Implementation
Udacity - Machine Learning Engineer Nanodegree - Deep Q-Learning
RL-Exercise-05-Tile-Coding
Udacity - Machine Learning Engineer Nanodegree - RL in Continuous Spaces
RL-Exercise-04-Discretization
Udacity - Machine Learning Engineer Nanodegree - RL in Continuous Spaces
RL-Exercise-03-Temporal-Difference-Methods
Udacity - Machine Learning Engineer Nanodegree - Temporal Difference (TD) Method
RL-Exercise-02-Monte-Carlo-Methods
Udacity - Machine Learning Engineer Nanodegree - Monte Carlo Method
RL-Exercise-01-Dynamic-Programming
Udacity - Machine Learning Engineer Nanodegree - Dynamic Programming
DL-Exercise-05-Training-an-MLP-on-MNIST
Udacity - Machine Learning Engineer Nanodegree - Convolutional Neural Networks
DL-Exercise-07-Image-Augmentation-in-Keras
Udacity - Machine Learning Engineer Nanodegree - Convolutional Neural Networks
DL-Exercise-06-Training-an-CNN-on-MNIST
Udacity - Machine Learning Engineer Nanodegree - Convolutional Neural Networks
DL-Exercise-04-Hand-Writting-Images-Classification
Udacity - Machine Learning Engineer Nanodegree - Convolutional Neural Networks
DL-Exercise-03-IMDB-Data-in-Keras
Udacity - Machine Learning Engineer Nanodegree - Deep Neural Networks
DL-Exercise-01-Gradient-Descent
Udacity - Machine Learning Engineer Nanodegree - Neural Networks
DL-Exercise-02-Student-Admissions-in-Keras
Udacity - Machine Learning Engineer Nanodegree - Deep Neural Networks
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
DS-Project-02-Stock-Prices-Analysis
Udemy - Python for Data Science and Machine Learning Bootcamp - Data Capstone Project
ML-Exercise-10-Independent-Component-Analysis
Udacity - Machine Learning Engineer Nanodegree - Random Projection and ICA