Introduction to Markov Chain Monte Carlo (MCMC) Methods: https://
towardsdatascience.com/introduction-t
o-markov-chain-monte-carlo-mcmc-methods-b5bad18bc243?gi=8c2b580474aa
… 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
CODE
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Introduction to Markov Chain Monte Carlo Methods with Examples and Resources
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Machine Learning and Generative AI for Marketing with Python
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#MachineLearning and #GenerativeAI for Marketing using #Python :: http://
amzn.to/4dNES9Z v/ @PacktPublishing —————
#AI #DataScience #ML #GenAI #Martech #CMO #Adtech -
Generative AI Integration Patterns for LLM Applications
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Generative #AI Application Integration Patterns — Integrate large language models into your applications: https://
amzn.to/3ZxirkU v/ @PacktPublishing ———
#LLMs #DataScience #ML #GenAI #GenerativeAI #DeepLearning #MachineLearning #DataScientists
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Key Features:
Get familiar -
LLM Engineer’s Handbook: Master Large Language Models Engineering
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LLM Engineer's Handbook — Master the art of engineering Large Language Models #LLMs from concept to production: http://
amzn.to/4dUQrv6 v/ @PacktPublishing ——
#DataScience #LLMOps #ML #GenAI #AI #GenerativeAI #MachineLearning ——
𝓦𝓱𝓪𝓽 𝔂𝓸𝓾 𝔀𝓲𝓵𝓵 𝓵𝓮𝓪𝓻𝓷:
Implement -
ComfyUI Startup Journey: AI Engineering for Creative Tools
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pod: AI Engineering for Art! https://
latent.space/p/comfyui First pod of the year, with comfyanonymous face reveal! Going over the origin story of @ComfyUI (now a startup, competing with multiple @ycombinator startups like @comfydeploy
), dishing tea on working at @StabilityAI in -
Modern Time Series Forecasting with Python and Machine Learning
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Modern #TimeSeries #Forecasting with #Python — Industry-ready #MachineLearning and #DeepLearning time series analysis with PyTorch and PANDAS: http://
amzn.to/4eP5yYt v/ @PacktPublishing 𝓚𝓮𝔂 𝓕𝓮𝓪𝓽𝓾𝓻𝓮𝓼:
Apply ML and global models to improve forecasting accuracy -
PrimeIntellect and Federated Learning Support in PyTorch
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@PrimeIntellect is great and looking forward to federated becoming mainstream, ping if anything feels short in pytorch, we'll work on it! @rice_fry has been working on torchft (fault tolerant), and more to come to try help.
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LLM Development Course: To Use or Not Use
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New video (and first of 2025!)! To use a LLM or to not use it? Learn more: https://
youtu.be/_gG01yyqpaQ This is video 8/10 of the "From Beginner to Advanced LLM Developer" course by Towards AI. 2 more to come! -
Hugging Face Releases smolagents Open Source Library for AI Agents
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When you release a new lib on December 31 and the community gets crazy Check it out if you're interested in agents: smolagents – a barebones library for agents – agents write python code to call tools and orchestrate other agents. Github: https://
github.com/huggingface/sm
olagents
… And the -
Essential Statistics Concepts for Data Scientists Using R and Python
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Practical #Statistics for #DataScientists — 50+ Essential Concepts Using R and #Python: http://
amzn.to/2BqU4wE ——————
#Analytics #DataScience #AI #MachineLearning #Mathematics #StatisticalLiteracy #DataLiteracy #DataFluency #DataAnalytics #Coding #Rstats