tim5633 Goto Github PK

accuracybusinesscup_slides

International M&A business competition

data-viz-smm635

data_viz-pandemic_impact

Visualised by Python

data_viz-tiktok_video

Analyze dand visualised TikTok Trending Videos dataset

deep_learning_cnns_and_rnns

Describes how to apply RNNs, one and two dimensional CNNs, and pre-trained model that can be applied to the problem at hand.

deep_learning_smote_and_autoencoder

mainly using tensorflow as model structure, including hyperparameter tuning, Autoencoders, SMOTE, 1D 2D Convolutional NN so on and so forth

dms-smm695

Teaching material for a B-school, post-grad module on Data Management Systems

github-readme-stats

:zap: Dynamically generated stats for your github readmes

intro-to-python-smm692

machine_learning_methodology

Methods practicing including Decision Tree & Random Forest, SVM classification, kNN & LDA, and a user-defined function to provide the training indexes for K-fold cross-validation

machine_learning_unsupervised_fa

Aims to provide a detailed analysis of the customer personality data set by applying unsupervised learning with Factor Analysis

net-analysis-smm638

network_analytics-flights_in_brazil

Mainly using networkx to display the Network Flights in Brazil Before, At, and After Covid Pandemic

news-scraper

nlp-orgs-markets

Teaching materials for a B-school, post-grad module on NLP

nlp-tripadvisor_reviews

Aim to produce the features to train a classifier that adjudicates between ‘bad rating’ (e.g., 1 or 2 stars) and ‘good rating’ reviews (e.g., 4 or 5 stars).

nlp_courseproject

this is the course project of NLP, will upload the completed version after submission.

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

readme-example-template

README 撰寫範本

scweet

A simple and unlimited twitter scraper : scape tweets, likes, retweets, following, followers, user info, images...

tim5633

tim5633.github.io

timliu_reference_min

Tim's part-time reference from manager