Matrix Algebra for Engineers (part two) Posted on 2019-03-17 | In Math , Linear Algebra | Important concepts about Matrix Algebra. This part contains the contents of Vector spaces and Eigenvalues and eigenvectors. Read more »

Matrix Algebra for Engineers (part one) Posted on 2019-03-17 | In Math , Linear Algebra | Important concepts about Matrix Algebra. This part contains the contents of Matrices and Systems of linear equations. Read more »

Fluent Python Posted on 2019-03-05 | In Programming Language | This is the note of book named Fluent Python Read more »

Bigtable: A Distributed Storage System for Structured Data Posted on 2019-02-28 | In Paper Note , Big Data Architecture , Distributed & Cloud Computing | Paper note of Bigtable A Distributed Storage System for Structured Data Read more »

AI for Everyone Posted on 2019-02-28 | In Artificial Intelligence | This is the course not from AI for Everyone lectured by Andrew Ng Read more »

What is P-Value? Posted on 2019-02-24 | In Math , Statistics | My understanding of P-Value Read more »

Understanding Logistic Regression Posted on 2019-02-24 | In Artificial Intelligence , Machine Learning | my understanding about Logistic Regression Read more »

INFSCI 2595:Machine Learning(part one) Posted on 2019-02-23 | In Artificial Intelligence , Machine Learning | This is the lecture note of Upitt course INFSCI 2595 Machine Learning Read more »

An overview of gradient descent optimization algorithms Posted on 2019-02-23 | In Artificial Intelligence , Machine Learning , Paper Note | Reference from An overview of gradient descent optimization algorithms Batch gradient descent\theta = \theta - \eta * \triangledown_{\theta}J(\theta)1 ... Read more »

Linear models, Optimization Posted on 2019-02-22 | In Artificial Intelligence , Deep Learning | This is the course assignment of Coursera Specialization [Advance Machine Learning](https://www.coursera.org/specializations/aml) Read more »