Trần Thị Thanh Hải's Projects
This project is composed of comprehensive notes of CFA I. In the Jupyter Notebook files, different datasets are introduced for applying Python in financial analysis. Written notes and datasets are excerptions from the CFA Institute, SaltSolutions and other web sources.
Dữ liệu cho các bài viết trên blog
CPSC 330: Applied Machine Learning
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
A collection of datasets of ML problem solving
Practical course about Large Language Models.
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the most must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
Machine Learning Introduction
Đây là repo môn ML HCMUS
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
All Algorithms implemented in Python
Cùng học Data Analysis bằng Python step by step
The "Python Machine Learning (3rd edition)" book code repository
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
Single object tracking and segmentation.
Azure Data SQL Samples - Official Microsoft GitHub Repository containing code samples for SQL Server, Azure SQL, Azure Synapse, and Azure SQL Edge
Code repository for the book SQL for Data Analysis
VietNam Data Stock Market Price