the convolution operation #datascience #machinelearning #neuralnetworks #computervision

DataMListic ยท Beginner ยท๐Ÿ“ ML Fundamentals ยท2mo ago
๐Ÿ“š *RECOMMENDED BOOKS TO START WITH MACHINE LEARNING* โ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌ 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 โ€“ the go-to practical ML guide: https://amzn.to/3UcGqSS 2. Mathematics for Machine Learning โ€“ 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 โ€” thanks ๐Ÿ™ *Summary* โ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌ This video explains the convolution operation, a fundamental concept used in convolutional neural networks (CNNs), deep learning, signal processing, and computer vision. It shows how convolution works, how filters and kernels scan data, and why convolution is essential for image recognition, feature extraction, and modern AI systems. A clear introduction to convolution in machine learning, neural networks, and signal processing. *Follow Me* โ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌ ๐Ÿฆ Twitter: @datamlistic https://twitter.com/datamlistic ๐Ÿ“ธ Instagram: @datamlistic https://www.instagram.com/datamlistic ๐Ÿ“ฑ TikTok: @datamlistic https://www.tiktok.com/@datamlistic ๐Ÿ‘” Linkedin: https://www.linkedin.com/company/datamlistic *Channel Support* โ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌโ–ฌ 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) โ–บ Patreon: https://www.patreon.com/datamlistic โ–บ Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq โ–บ Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281 โ–บ Cardano (ADA): addr1v95rfxlslfzkvd8sr3exkh7st4qmgj4ywf5zcaxgqgdyunsj5juw5 โ–บ Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a
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