Data drift, covariate drift, and concept drift all affect Machine Learning models Learn more: https://
lnkd.in/p/eeqxN6RU
@kirkdborne
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Data, covariate, and concept drift in ML models
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Book on Machine Learning for Tabular Data with XGBoost
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❤️ Give Tabular Data some love! ❤️ Excellent book from @ManningBooks >> "Machine Learning for Tabular Data: XGBoost, Deep Learning, and AI," by @MarkRyanMkm & @lucamassaron Get it here: https://
amzn.to/41J8WA6 • Master XGBoost
• Apply deep learning to tabular data
• Deploy -
XGBoost for Regression, Predictive Modeling, and Time Series Analysis
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XGBoost for Regression, Predictive Modeling, and Time Series Analysis — Learn how to build, evaluate, & deploy predictive models: https://
amzn.to/4l2YcU9 v/ @PacktDataML —
My review:
🟠XGBoost is definitely the focal point and central contribution of this book, along with all -
Mathematics of LLMs: Guide to Transformers, Diffusion, Generative AI
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The Mathematics of Large Language Models — A Readable Guide to LLMs, Transformers, Diffusion, Neural Networks, and Generative AI: https://
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Mathematics of AI Agents: Decisions, Planning, Memory, Tools, Learning
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The Mathematics of Artificial Intelligence Agents — A Guide to Decisions, Planning, Memory, Tools, Learning, and Cooperation: https://
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Book on Unsupervised Machine Learning Models and Algorithms
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Data Without Labels — Models and Algorithms for Practical Unsupervised Machine Learning: https://
amzn.to/4q5bbYz 𝓦𝓱𝓪𝓽 𝓨𝓸𝓾 𝓦𝓲𝓵𝓵 𝓛𝓮𝓪𝓻𝓷: 🔶Fundamental building blocks and concepts of machine learning and unsupervised learning
🔶Data cleaning for structured and -
Book on LLM Customization and Fine-Tuning Available for Preorder
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Upcoming release from @ManningBooks — you can preorder this book now with the *very beneficial* Amazon price guarantee. "LLM Customization and Fine-Tuning: Adaptation, distillation, and alignment" Check it out: https://
amzn.to/46MJ6g3 Publisher's comment: "For ML engineers, -
Beyond LLMs book on reliable AI systems preorder
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New release from @PacktPublishing
, now available for preorder, with Amazon price guarantee at https://
link.amazon/B0gMPxxSX “Beyond LLMs — Learn how to design reliable AI systems with memory, agents, planning, control, and evaluation” Amazon summary: “Beyond LLMs” provides a -
Enterprise AI Productivity: Roles, Responsibilities, and Workflows
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Enterprise AI Productivity: Success Beyond the Hype See it here: https://
amzn.to/4p77tgR by @SelimMimaroglu See real-world examples and a chapter-by-chapter breakdown of roles, responsibilities, and workflows in these areas of enterprise AI:
🔷AI Organizational Design
🔷From -
PyTorch book on deep learning, CNNs, LLMs and deployment
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"Mastering PyTorch: Create and deploy deep learning models from CNNs to multimodal models, LLMs, and beyond" — https://
amzn.to/40IFEQR via @PacktDataML —————
#AI #ML #MachineLearning #DataScience #DataScientist