Ngoc-Khanh Trinh's Projects
Data Mining and Visualization using BI Tools
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
The repository of the book: Deep Learning with Python by Francois Chollet
Resources, papers, tutorials
A collection of various deep learning architectures, models, and tips
Pre-trained ELMo Representations for Many Languages
Ensemble Machine Learning Cookbook, published by Packt
experiments with python
A static website for the Data Science program at Foreign Trade University of Vietnam
flask basics
:books: Freely available programming books
Implementation of Apriori and Eclat Algorithms (With CPU & GPU)
Frequent Itemset Mining Using the Apriori Algorithm
Modified Newman-Girvan modularity applied in transactional data to perform clustering.
Simplified version of a graph-based recommender, and this source code is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
"You sinned by being average. You never stood out. You didn’t study any more than you needed to get by. You did just the minimum of what was asked. You didn’t try to learn new skills. You didn’t try to improve your current skills, because you didn’t have to. No wonder you were the first to be fired and are the last to be re-hired" (Stueben, 2018)
Minor project: Human Activity Recognition
Income prediction: A classification method
Interactive Tools: Machine Learning, Deep Learning, Math, and related fields
Notebooks and code for the book "Introduction to Machine Learning with Python"
📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
An example of Implementing frequent itemset algorithm in keyword suggestion
Koalas: pandas API on Apache Spark
Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.