Download this Free 189-page PDF — The Little Book of Deep Learning: https://
fleuret.org/public/lbdl.pdf
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#MachineLearning #ML #DataScience #DataScientist #Mathematics
@kirkdborne
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The Little Book of Deep Learning offers a free introductory textbook
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Physics Based Deep Learning textbook connects physical modeling and neural methods
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[461-page PDF eBook] Physics-based Deep Learning: https://
arxiv.org/abs/2109.05237
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Learn more at: https://
physicsbaseddeeplearning.org/intro.html ——————
#AI #MachineLearning #ML #DataScience #NeuralNetworks #Algorithms #Mathematics #DataScientist -
Multimodal Deep Learning textbook covers cross modality model methods
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“Multimodal Deep Learning” https://
arxiv.org/abs/2301.04856
[Download 272-page PDF eBook]
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#DataScience #AI #ML #MachineLearning #NLProc #ComputerVision #NeuralNetworks -
JPMorgan report teaches AI and machine learning methods for investment data
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Classic FREE 280-page PDF report from @JPMorgan provides an excellent framework for Machine Learning, AI, and Data Science investors, including an overview of types of alternative data and a brilliant tutorial on ML methods to analyze the data: https://
cpb-us-e2.wpmucdn.com/faculty.sites.
uci.edu/dist/2/51/files/2018/05/JPM-2017-MachineLearningInvestments.pdf
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Handbook explains harness engineering for AI agents
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Handbook on Understanding Harness Engineering for AI Agents [48-page PDF]: https://
drive.google.com/file/d/1PT-P2P
VoiZpfYoe5eWks1_DGt2aSvbDh/view
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Harvard repository shares machine learning and AI systems textbook series
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This GitHub repo provides access to the huge multi-volume “Machine Learning & AI Systems” freely downloadable PDF textbook series, and more: https://
github.com/harvard-edge/c
s249r_book
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Machine learning guide covers deployment and optimization
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Mastering Machine Learning — From Fundamentals to Real-World Applications, Deployment, and Optimization: https://
link.amazon/B0gDhSzBi -
Guide teaches everyday users to customize GPT assistants
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Build Your Own AI Assistant — Step-by-step guide to customizing GPT with OpenAI for everyday users: https://
link.amazon/B099qD32H -
Building the Digital Workforce presents strategies for agentic AI adoption
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Building the Digital Workforce — Strategies for Agentic AI Success: https://
link.amazon/B0ac0bd2N -
AI Development Hell examines project failures and management pitfalls
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“Tales from AI Development Hell” — Moonshots, Misfires and [Mis]Management — How to Avoid an AI Boondoggle: https://
link.amazon/B09KJ0BRS