Here's the book for you: http://
amzn.to/3wJJaMy by @wesmckinn Definitive handbook for manipulating, processing, cleaning, & crunching datasets in #Python. Updated 3rd edition is packed with practical case studies that show how to solve a broad set of data analysis problems.
EDUCATION
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Python Data Manipulation Handbook: Third Edition with Practical Case Studies
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Essential Mathematics Foundations for Data Science and Machine Learning
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Essential Math for #DataScience — Take Control of Your Data with Fundamental #LinearAlgebra, #Calculus, #Probability, and #Statistics: http://
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Synthetic Data for Machine Learning: Book Purchase with Free PDF
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Synthetic Data for #MachineLearning: http://
amzn.to/42g5wmM
[Purchase of book includes free PDF eBook copy]
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Proposing reciting copyrighted text for red-teaming exercises
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Reciting copyrighted text is good. Not too hard, attack success is mostly binary, and it’s unambiguously prohibited but inoffensive in a classroom. Also maybe have them blue-team system prompts that set new policies (e.g. keeping a secret) and red-team each other’s work.
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Data-Centric Machine Learning with Python: Engineering Quality Models
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Data-Centric #MachineLearning with #Python: The ultimate guide to engineering and deploying high-quality models based on good data NEW RELEASE at http://
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Python and SQL: Complete Coding Course from Beginner to Advanced
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#Python Programming and #SQL: 5 books in 1 – The #1 Coding Course from Beginner to Advanced: http://
amzn.to/40dHgjC
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Mastering Python for AI: Essential Coding Skills for Advanced Applications
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"Mastering #Python for Artificial Intelligence: Learn the Essential #Coding Skills to Build Advanced #AI Applications" at http://
amzn.to/3QDNTd4 ————
#DataScience #ComputationalScience #DataScientists #MachineLearning -

Streamlit for Data Science Second Edition Interactive Python Apps Guide
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"Streamlit for #DataScience" (Second Edition) = Step-by-step guide to building interactive data apps in #Python — http://
amzn.to/45bY8IZ by @tylerjrichards @streamlit via @PacktPublishing #ad
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#Coding #DataScientists #MachineLearning #AI #DataViz #BigData #Analytics -

AI and Data Literacy Empowering Citizens of Data Science
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AI and Data Literacy—Empowering Citizens of #DataScience, by Bill @Schmarzo via @PacktPublishing Get it at: http://
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#AI #DataLiteracy #AILiteracy #FutureOfWork #BigData #MachineLearning #Analytics #AIEthics #DataEthics #Statistics #StatisticalLiteracy -

New Third Edition: Bayesian Analysis with Python Practical Guide
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NEW, UPDATED Third Edition "Bayesian Analysis with #Python — Practical Guide to Probabilistic Modeling": http://
amzn.to/3w3tq9g from @PacktPublishing ————
#DataScience #DataScientists #AI #MachineLearning #Coding #Probability #Statistics #Inference #StatisticalLearning