E-Books → Machine Learning with Python Guide for Beginners

Published by: voska89 on 29-12-2023, 07:59 | 0

Free Download Machine Learning with Python Guide for Beginners: A Beginner's Roadmap
by Robert Francis
English | 2023 | ISBN: N/A | ASIN: B0CQ2ZT99P | 95 Pages | PDF | 27 MB

E-Books → Machine Learning for Decision Makers (2nd Edition)

Published by: voska89 on 29-12-2023, 07:58 | 0

Free Download Machine Learning for Decision Makers: Cognitive Computing Fundamentals for Better Decision Making
English | 2024 | ISBN: 1484298004 | 676 Pages | PDF EPUB (True) | 9 MB
This second edition builds upon the foundation of the first book, revises all of the chapters, and updates the research, case studies, and practical examples to bring the book up to date with changes that have occurred in machine learning. A new chapter on quantum computers and machine learning is included to prepare you for future challenges. Insights for decision makers will help you understand machine learning and associated technologies and make efficient, reliable, smart, and efficient business decisions. All aspects of machine learning are covered, ranging from algorithms to industry applications. Wherever possible, required practical guidelines and best practices related to machine learning and associated technologies are discussed. Also covered in this edition are hot-button topics such as ChatGPT, superposition, quantum machine learning, and reinforcement learning from human feedback (RLHF) technology.

E-Books → Machine Learning for Causal Inference

Published by: voska89 on 29-12-2023, 07:58 | 0

Free Download Machine Learning for Causal Inference
English | 2023 | ISBN: 3031350502 | 544 Pages | PDF EPUB (True) | 27 MB
This book provides a deep understanding of the relationship between machine learning and causal inference. It covers a broad range of topics, starting with the preliminary foundations of causal inference, which include basic definitions, illustrative examples, and assumptions. It then delves into the different types of classical causal inference methods, such as matching, weighting, tree-based models, and more. Additionally, the book explores how machine learning can be used for causal effect estimation based on representation learning and graph learning. The contribution of causal inference in creating trustworthy machine learning systems to accomplish diversity, non-discrimination and fairness, transparency and explainability, generalization and robustness, and more is also discussed. The book also provides practical applications of causal inference in various domains such as natural language processing, recommender systems, computer vision, time series forecasting, and continual learning. Each chapter of the book is written by leading researchers in their respective fields.

E-Books → Machine Learning and Deep Learning with Python

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E-Books → Machine Learning Methods

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Free Download Machine Learning Methods
English | 2024 | ISBN: 981993916X | 827 Pages | PDF EPUB (True) | 35 MB
This book provides a comprehensive and systematic introduction to the principal machine learning methods, covering both supervised and unsupervised learning methods. It discusses essential methods of classification and regression in supervised learning, such as decision trees, perceptrons, support vector machines, maximum entropy models, logistic regression models and multiclass classification, as well as methods applied in supervised learning, like the hidden Markov model and conditional random fields. In the context of unsupervised learning, it examines clustering and other problems as well as methods such as singular value decomposition, principal component analysis and latent semantic analysis.

E-Books → Machine Learning Mastery

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Free Download Machine Learning Mastery: A Comprehensive Guide to Unlocking the Power of Artificial Intelligence from Theory to Application, Master the Techniques and Algorithms that Drive AI Innovation
by Denzel Norton
English | 2023 | ISBN: N/A | ASIN: B0CPDRVB7V | 196 Pages | PDF | 27 MB

E-Books → Machine Learning Governance for Managers

Published by: voska89 on 29-12-2023, 07:57 | 0

Free Download Machine Learning Governance for Managers
English | 2024 | ISBN: 3031318048 | 126 Pages | PDF EPUB (True) | 8 MB
Machine Learning Governance for Managers provides readers with the knowledge to unlock insights from data and leverage AI solutions. In today's business landscape, most organizations face challenges in scaling and maintaining a sustainable machine learning model lifecycle. This book offers a comprehensive framework that covers business requirements, data generation and acquisition, modeling, model deployment, performance measurement, and management, providing a range of methodologies, technologies, and resources to assist data science managers in adopting data and AI-driven practices. Particular emphasis is given to ramping up a solution quickly, detailing skills and techniques to ensure the right things are measured and acted upon for reliable results and high performance.

E-Books → Machine Learning Concepts from A to Z

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Free Download Machine Learning Concepts from A to Z: A Comprehensive Guide with Code: Machine Learning Mastery: From A to Z with Code - Practical Examples, Algorithms, and Applications
by Vanshika Choudhary
English | 16 Oct. 2023 | ISBN: N/A | ASIN: B0CL7M4LLZ | 206 Pages | PNG | 17.5 MB

E-Books → Machine Learning Algorithms Popular algorithms for data science and machine learning, 2nd Edition

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Free Download Giuseppe Bonaccorso, "Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition"
English | 2018 | pages: 514 | ISBN: 1789347998 | PDF | 65,3 mb
An easy-to-follow, step-by-step guide for getting to grips with the real-world application of machine learning algorithms