Machine Learning Mathematics: Study Deep Learning Through Data Science. How to Build Artificial Intelligence Through Concepts of Statistics, Algorithms, Analysis and Data Mining by Hack Samuel
Author:Hack, Samuel [Hack, Samuel]
Language: eng
Format: epub
Published: 2020-04-24T16:00:00+00:00
Another approach would be to duplicate the training dataset, i.e. the dataset can be divided and each data set will contain a replica of the model. This approach is favored for the models that require all fields of an instance for performing the computations, for example, "LDA", 'MF".
Another approach can be to parallelize the entire model, meaning the model can be separated and every partition can be responsible for the maintenance of a fraction of the variables. This approach is best suited for linear machine learning models like "Linear Regression", "Support Vector Machine".
Download
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.
Algebra | Calculus |
Combinatorics | Discrete Mathematics |
Finite Mathematics | Fractals |
Functional Analysis | Group Theory |
Logic | Number Theory |
Set Theory |
Weapons of Math Destruction by Cathy O'Neil(5015)
Factfulness: Ten Reasons We're Wrong About the World – and Why Things Are Better Than You Think by Hans Rosling(3995)
Factfulness_Ten Reasons We're Wrong About the World_and Why Things Are Better Than You Think by Hans Rosling(2745)
Descartes' Error by Antonio Damasio(2718)
A Mind For Numbers: How to Excel at Math and Science (Even If You Flunked Algebra) by Barbara Oakley(2673)
TCP IP by Todd Lammle(2615)
Applied Predictive Modeling by Max Kuhn & Kjell Johnson(2460)
Fooled by Randomness: The Hidden Role of Chance in Life and in the Markets by Nassim Nicholas Taleb(2398)
The Book of Numbers by Peter Bentley(2392)
The Tyranny of Metrics by Jerry Z. Muller(2383)
The Great Unknown by Marcus du Sautoy(2170)
Once Upon an Algorithm by Martin Erwig(2135)
Easy Algebra Step-by-Step by Sandra Luna McCune(2104)
Practical Guide To Principal Component Methods in R (Multivariate Analysis Book 2) by Alboukadel Kassambara(2081)
Lady Luck by Kristen Ashley(2058)
Police Exams Prep 2018-2019 by Kaplan Test Prep(2018)
Linear Time-Invariant Systems, Behaviors and Modules by Ulrich Oberst & Martin Scheicher & Ingrid Scheicher(1977)
All Things Reconsidered by Bill Thompson III(1950)
Secrets of Creation, Volume 1: The Mystery of the Prime Numbers by Watkins Matthew(1852)