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Source channel @githubtrending · Post #15239 · Oct 21

#python#artificial_intelligence#cloud_ml#computer_systems#courseware#deep_learning#edge_machine_learning#embedded_ml#machine_learning#machine_learning_systems#mobile_ml#textbook#tinyml You can learn how to build real-world AI systems from start to finish with an open-source textbook originally from Harvard University. It teaches you not just how to train AI models but how to design scalable systems, manage data pipelines, deploy models in production, monitor them continuously, and optimize for devices like phones or IoT gadgets. This helps you become an engineer who can create efficient, reliable, and sustainable AI systems that work well in practice. The book offers hands-on labs, community support, and free online access, making it easier to gain practical skills in machine learning systems engineering. https://github.com/harvard-edge/cs249r_book

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@repo_science · Post #3180 · 05/12/2023, 07:53 PM

#webScraping#Python#Scrapy 🐍 Scrapy course - Python web scraping for beginners The Scrapy #Beginners Course will teach you everything you need to learn to start scraping websites at scale using #Python Scrapy. Topics - Creating your first #Scrapy spider - #Crawling through websites & scraping data from each page - Cleaning data with Items & Item Pipelines - Saving data to CSV files, #MySQL & #Postgres#databases - Using fake #user-agents & headers to avoid getting blocked - Using #proxies to scale up your web scraping without getting banned - Deploying your #scraper to the cloud & scheduling it to run periodically 🗣️ Joe Kearney. 🔗Link 📢#youtube ⭐️ Resources ⭐️ Course Resources - Scrapy Docs - Course Guide - Course Github - The Python Scrapy Playbook ----- Main channel: @repo_science Coupons: @freecoupons_reposcience -----