YuyingTan
Less is more. HCI designer & Communication researcher | PhD candidate at MIOS Research Group, University of Antwerp | MSc cognitive system and interactive media
University of AntwerpBelgium
Pinned Repositories
Breast-cancer-detection-Homework
Build-your-deep-network-step-by-step
Coursera Neural Network and Deep Learning
Coursera_Capstone
homework for ibm data science
Data-science-case-studies
case study notebooks
Deep-Neural-Network-Application-Image-classification
Course course: Neural network and deep learning
Exploring_Neighborhoods_in_the_city_of_Toronto
IBM Data science assignment
gauge-an-audience-interest-in-different-data-science-topics
IBM data science professional certificate homework
GetSubReddit
This python code can collect the latest hot posts/comments/meta data from assigned subreddit communities
How-to-write-research-proposal
a collection of research proposal samples and comments
YuyingTan's Repositories
YuyingTan/How-to-write-research-proposal
a collection of research proposal samples and comments
YuyingTan/Breast-cancer-detection-Homework
YuyingTan/Build-your-deep-network-step-by-step
Coursera Neural Network and Deep Learning
YuyingTan/Coursera_Capstone
homework for ibm data science
YuyingTan/Data-science-case-studies
case study notebooks
YuyingTan/Deep-Neural-Network-Application-Image-classification
Course course: Neural network and deep learning
YuyingTan/Exploring_Neighborhoods_in_the_city_of_Toronto
IBM Data science assignment
YuyingTan/gauge-an-audience-interest-in-different-data-science-topics
IBM data science professional certificate homework
YuyingTan/GetSubReddit
This python code can collect the latest hot posts/comments/meta data from assigned subreddit communities
YuyingTan/How-to-write-research-statement
Writing research statement is important for applying for PhD, research positions or getting funding. Here are documents from universities on how to write a good research statement and examples. The documents are not originally written by me, I searched and downloaded these online, and collect them in the same place for easy check.
YuyingTan/IBM--Python-house-price-predict-case-study
YuyingTan/IBM-Basics-python-data-science
YuyingTan/Knowledge-based-AI
Case studies of knowledge representation and reasoning
YuyingTan/LearningR
Learn R from 0. Tutorials in R Markdown. Course material provided by FLAMES statistic summer school https://www.flames-summerschool.com/
YuyingTan/Logistic-Regression-as-a-neutral-network
Coursera - deep learning and neutral network course
YuyingTan/Master-theis-code
Code using machine learning models to predict autism children's social behavior movement
YuyingTan/ML-classifier-algorithm
Now that you have been equipped with the skills to use different Machine Learning algorithms, over the course of five weeks, you will have the opportunity to practice and apply it on a dataset. In this project, you will complete a notebook where you will build a classifier to predict whether a loan case will be paid off or not. You load a historical dataset from previous loan applications, clean the data, and apply different classification algorithm on the data. You are expected to use the following algorithms to build your models: k-Nearest Neighbour Decision Tree Support Vector Machine Logistic Regression The results is reported as the accuracy of each classifier, using the following metrics when these are applicable: Jaccard index F1-score LogLoass
YuyingTan/Natural-Language-Processing-with-Deep-Learning
Collection of study notes of Natural Language Processing with Deep Learning
YuyingTan/Network-Analysis
Everything about Network Analysis
YuyingTan/NLP_BiLSTMCRF-
study notebook of some algorithms
YuyingTan/NLP_Parsing
Codecademy NLP parsing coding practice
YuyingTan/order_coffee_chatbot
This is a chatbot to help you order coffee, built in python. Practical test after learning in Codecademy https://www.codecademy.com/learn-Build chatbots with python course
YuyingTan/Planar-data-classification-with-a-hidden-layer
Coursera deep learning course - one hidden layer neural network
YuyingTan/Robotic-papers
AI, Robotics papers
YuyingTan/Sentiment-analysis-for-social-media-using-VADER
Python code apply Valence Aware Dictionary and sEntiment Reasoner (VADER) sentiment analysis (Clayton J & Gilbert, 2014) on social media texts
YuyingTan/The-Battle-of-Neighborhoods
IBM data science assignment