1,065 results for machine learning
Showing 141–160 · 0.58 seconds · RSS
-
Book
Artificial Intelligence and Machine Learning Applications
This book is appropriate for anyone interested in learning more about innovative techniques for establishing a business through the use of artificial intelligence and machine learning techniques that are used in various social, societal, engineering and technology fields, as well as anyone who…
-
Book
Machine Learning: From Theory to Practice.
This book, 'Machine Learning: From Theory to Practice,' aims to bridge the gap between theoretical understanding and practical application, a critical aspect often overlooked in many introductory machine learning texts. We embark on a journey that delves into the core principles that underpin…
-
Book
LEARNING INPUT OUTPUT FUNCTION OF MACHINE LEARNING
…high-dimensional data into low-dimensional data so that a more effective machine learning model can be developed to classify the data and so that the processing of the data may be simplified. It is possible to rapidly train the highaccuracy model utilizing low-dimensional data, which involves…
-
Book Full text
Statistical and Dynamical Perspectives on Machine Learning
Machine learning can be understood through many lenses. Among them, two perspectives have proven particularly powerful: the statistical and the dynamical. The statistical view focuses on generalization — how models trained on finite data can perform well on unseen examples. It introduces concepts…
-
Book
Dictionary of Applied Machine Learning (Course Edition)
Open (CC BY 4.0) course edition of the Dictionary of Applied Machine Learning: precisely defined, cross-referenced machine-learning terms, each with citations, a typeset PDF, and a Python demo that recomputes what the entry states. This version adds machine-readable exports (terms.json, llms.txt)…
-
Book
ARTIFICIAL INTELLIGENCE (AI) AND MACHINE LEARNING BASICS
The emergence of machine learning (ML) and artificial intelligence (AI) has been groundbreaking in a variety of disciplines, and it is transforming the way that individuals utilize technology to address challenges. The fundamental concept underlying artificial intelligence is the ability to make…
Also available at: Zenodo
-
Book Full text
Machine Learning with Python for Data Scientists
Machine learning has moved far beyond the boundaries of academic research and is now an essential part of everyday technology. Whether it’s recommending what to watch next, recognizing speech, detecting fraud, or supporting medical decisions, machine learning is quietly shaping many aspects of our…
-
Book Full text
SAMueL-3 (Stroke Audit Machine Learning) Book
Working document for SAMueL-3 work machine learning and clinical simulation work. See GitHub of work here: https://github.com/samuel-book/samuel-3 GitHub for book here: https://github.com/MichaelAllen1966/samuel_3_book
-
Book
Introdução Prática a Machine Learning com Classificação
Livro digital interativo, em notebooks Jupyter, que ensina classificação em Machine Learning do zero com Python e o dataset Adult Income: análise exploratória, regressão logística, pré-processamento de colunas categóricas, métricas e limiar de decisão, KNN, Naive Bayes, SVM e gradient boosting…
-
Book
Introdução Prática a Machine Learning com Regressão
Livro digital interativo, em notebooks Jupyter, que ensina Machine Learning do zero com Python e o dataset California Housing: análise exploratória, regressão linear, pré-processamento, árvores e ensembles, validação cruzada, ajuste de hiperparâmetros, interpretação, gradient boosting e…
Showing at most 50 pages. Narrow your search with filters for more specific results.