Machine Learning with Neural Networks: http://
arxiv.org/pdf/1901.05639
[Download 241-page PDF]
@kirkdborne
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Free Resource Covers Machine Learning With Neural Networks
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Free Textbook Introduces Machine Learning Foundations, Algorithms and Techniques
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Download 674-page PDF >> Introduction to Machine Learning (textbook on foundations, algorithms, and techniques): http://
arxiv.org/abs/2409.02668
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#ML #AI #Mathematics #DataScience -
Open Textbook Explains Engineering and Implementation of Machine Learning Systems
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Machine Learning Systems — The Principles & Practices of Engineering Artificially Intelligent Systems: http://
mlsysbook.ai by @profvjreddi [Updated 2000+ pages PDF] Open-source textbook on how to design and implement AI systems effectively.
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#ML #MLOps #DataScience -
Reasoning Model Book Implements Core Methods From Scratch
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Build a Reasoning Model (From Scratch): http://
amzn.to/3R4UMqo by @rasbt Amazon summary: The book is especially useful because it implements the core methods from scratch rather than treating them as black-box library calls. Readers see how self-consistency, -
Scikit-Learn Cookbook Covers Preprocessing and Machine Learning Workflows
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Scikit-learn Cookbook — 80+ recipes for Machine Learning in Python with scikit-learn [3rd Edition]: http://
amzn.to/4oDGOq7 v/ @PacktDataML 𝓒𝓸𝓷𝓽𝓮𝓷𝓽𝓼:
Common Conventions & API Elements of Scikit-Learn
Pre-Model Workflow and Data Preprocessing
Dimensionality -
PyTorch Deep Learning Guides Cover Vision, Sequences and NLP
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Deep Learning with PyTorch — Step-by-Step Beginner's Guides (3 volumes) Vol.1 (Fundamentals): http://
amzn.to/4aRmIUv Vol.2 (Computer Vision): http://
amzn.to/4s88BkD Vol.3 (Sequences and NLP): http://
amzn.to/49bh5h2
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#MachineLearning #ML #AI #DataScience #DataScientist -
Kaggle Book Covers Competitions With Machine Learning and LLMs
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The Kaggle Book — Master Data Analysis and Data Science Competitions with Machine Learning, GenAI, and LLMs [2nd Ed.]: http://
amzn.to/4pxJpTC v/ @PacktDataML Table of Contents:
Introducing Data Science Competition
Organizing Data with Datasets
Work & Learn with Kaggle -
AI Systems Architecture Guide Integrates AI Into Conventional Software
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"Architecting AI Software Systems: Crafting robust and scalable AI systems for modern software development" at http://
amzn.to/4oMi9Ag v/ @PacktDataML 𝓚𝓮𝔂 𝓕𝓮𝓪𝓽𝓾𝓻𝓮𝓼:
Learn to integrate AI with traditional software architectures, enabling architects to design -
Deep Learning Math Workbook Presents 300 Hands-On Puzzles
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Hands-on Mathematics, Linear Algebra, and Machine Learning … "Deep Learning Math Workbook" … with 300 puzzles — by @ProfTomYeh at http://
amzn.to/3KuhKnx -
Machine Learning Book Explains Concepts, Algorithms and Models
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Machine Learning and Artificial Intelligence — Concepts, Algorithms and Models: http://
amzn.to/4ul9gB1
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#ML #AI #MachineLearning #DataScientist #DataScience #Mathematics ———
Amazon Summary:
"Unlike traditional textbooks that lean heavily on equations and mathematical