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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.
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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.
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Fluent Python

Posted on 2019-03-05 | In Programming Language |
This is the note of book named Fluent Python
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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
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AI for Everyone

Posted on 2019-02-28 | In Artificial Intelligence |
This is the course not from AI for Everyone lectured by Andrew Ng
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What is P-Value?

Posted on 2019-02-24 | In Math , Statistics |
My understanding of P-Value
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Understanding Logistic Regression

Posted on 2019-02-24 | In Artificial Intelligence , Machine Learning |
my understanding about Logistic Regression
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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
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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 ...
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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)
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Ruochi Zhang

Ruochi Zhang

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