Probability and Statistics Essentials for #DataScience and #MachineLearning, with 200+ examples and pictures [Kindle Edition]: http://
amzn.to/43a7tmo
@kirkdborne
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Probability and Statistics Essentials for Data Science and Machine Learning
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New Machine Learning Book: XGBoost and Deep Learning for Tabular Data
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Excellent book from @ManningBooks >> #MachineLearning for Tabular Data: XGBoost, Deep Learning, and AI, by @MarkRyanMkm & @lucamassaron Get it here: http://
amzn.to/41J8WA6 • Master XGBoost
• Apply deep learning to tabular data
• Deploy models locally and in the cloud
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Causal Inference for Data Science Book Recommendation
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Causal Inference for Data Science : http://
amzn.to/3ZX8JIn via @ManningBooks ——————
#Statistics #MachineLearning #ML #DataScientist #PrescriptiveAnalytics #PredictiveAnalytics #Analytics #ABTesting -
Introduction to Markov Chain Monte Carlo MCMC Methods and Resources
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Introduction to Markov Chain Monte Carlo (MCMC) Methods: https://
medium.com/data-science/i
ntroduction-to-markov-chain-monte-carlo-mcmc-methods-b5bad18bc243
… Detailed example (with code) of MCMC Simulation: https://
bookdown.org/kevin_davisros
s/bayesian-reasoning-and-methods/mcmc.html
… A book: http://
amzn.to/3QfDQus See the thread below by @selcukorkmaz -
50 ML Projects to Understand LLMs and Transformer Mechanisms
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50 ML projects to understand LLMs — Investigate transformer mechanisms through data analysis, visualization, and experimentation: http://
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#AI #GenAI #MachineLearning #DataScientist #DataScience -
Mathematical Methods in Data Science: Theory and Python Applications
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Mathematical Methods in Data Science — Bridging Theory and Applications with Python: http://
amzn.to/4b7ZYQ4
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#ML #MachineLearning #DataScientist #DataScience #Mathematics #Algorithms -
Analytical Skills for AI and Data Science Enterprise Development
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Analytical Skills for AI and Data Science — Building Skills for an AI-Driven Enterprise: https://
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…helps practitioners to create value from AI and data science using an analytical skillset — each chapter illustrates how each skill works across a collection of use -
Hands-On Mathematical Optimization with Python: Key Ingredients and Modeling Choices
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Hands-On Mathematical Optimization with Python: https://
amzn.to/4b3VADe “…presents the key ingredients of an optimization problem and the choices one needs to make when modeling a real-life problem mathematically. Topics covered range from linear and network optimization to -
AI Optimization Playbook: Strategies for Business Success and Responsible Innovation
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HotRelease from @PacktDataML "The AI Optimization Playbook: Drive business success with proven AI strategies, best practices, and responsible innovation" See it at http://
amzn.to/45CtY4L 𝕋𝕒𝕓𝕝𝕖 𝕆𝕗 ℂ𝕠𝕟𝕥𝕖𝕟𝕥𝕤:
Understanding the Perils of AI Products -
Microsoft Fabric Guide: Discovery to Unified Data Platform
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The Definitive Guide to Microsoft Fabric — From discovery to building a unified, secure, and scalable data platform: http://
amzn.to/3MdE1Xk v/ @PacktDataML Table of Contents: Getting started with Fabric From Lakehouse to First Analysis Unifying Data in OneLake