YouTube Excerpt: š *RECOMMENDED BOOKS TO START WITH MACHINE LEARNING* ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ If you're new to ML, here are the 3 best books I recommend (I've personally read all of these): 1. Hands-On Machine Learning ā the go-to practical ML guide: https://amzn.to/3UcGqSS 2. Mathematics for Machine Learning ā deep dive into the theoretical aspects of ML: https://amzn.to/3IZgHe7 3. Designing Machine Learning Systems - practical strategies for building scalable ML solutions: https://amzn.to/4ojEqFX These are affiliate links, so buying through them helps support the channel at no extra cost to you ā thanks š *Summary* ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ This short animation shows how Kernel Density Estimation (KDE) works to estimate probability density functions from data. Perfect for statistics, machine learning, and data visualization learners, this clip introduces the concept visually and links to the full detailed video for deeper understanding. *Follow Me* ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ š¦ Twitter: @datamlistic https://twitter.com/datamlistic šø Instagram: @datamlistic https://www.instagram.com/datamlistic š± TikTok: @datamlistic https://www.tiktok.com/@datamlistic š Linkedin: https://www.linkedin.com/company/datamlistic *Channel Support* ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ The best way to support the channel is to share the content. ;) If you'd like to also support the channel financially, donating the price of a coffee is always warmly welcomed! (completely optional and voluntary) āŗ Patreon: https://www.patreon.com/datamlistic āŗ Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq āŗ Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281 āŗ Cardano (ADA): addr1v95rfxlslfzkvd8sr3exkh7st4qmgj4ywf5zcaxgqgdyunsj5juw5 āŗ Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a
š *RECOMMENDED BOOKS TO START WITH MACHINE LEARNING* ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ā¬ If you're new to ML, here are the 3 best books I recommend (I've...
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