Kernel Trick Explained for ML & Data Science π
Learn the kernel trick in machine learning and discover top recommended books for beginners to start your ML journey.

DataMListic
15.1K views β’ May 5, 2025

About this video
π *RECOMMENDED BOOKS TO START WITH MACHINE LEARNING*
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
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 β the go-to practical ML guide: https://amzn.to/3UcGqSS
2. Mathematics for Machine Learning β 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 β thanks π
*Summary*
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
The kernel trick enables machine learning algorithms to operate in high-dimensional spaces without explicitly computing transformed feature vectors.
*Follow Me*
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π¦ Twitter: @datamlistic https://twitter.com/datamlistic
πΈ Instagram: @datamlistic https://www.instagram.com/datamlistic
π± TikTok: @datamlistic https://www.tiktok.com/@datamlistic
π Linkedin: https://www.linkedin.com/company/datamlistic
*Channel Support*
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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)
βΊ Patreon: https://www.patreon.com/datamlistic
βΊ Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq
βΊ Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281
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βΊ Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
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 β the go-to practical ML guide: https://amzn.to/3UcGqSS
2. Mathematics for Machine Learning β 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 β thanks π
*Summary*
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
The kernel trick enables machine learning algorithms to operate in high-dimensional spaces without explicitly computing transformed feature vectors.
*Follow Me*
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
π¦ Twitter: @datamlistic https://twitter.com/datamlistic
πΈ Instagram: @datamlistic https://www.instagram.com/datamlistic
π± TikTok: @datamlistic https://www.tiktok.com/@datamlistic
π Linkedin: https://www.linkedin.com/company/datamlistic
*Channel Support*
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
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)
βΊ Patreon: https://www.patreon.com/datamlistic
βΊ Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq
βΊ Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281
βΊ Cardano (ADA): addr1v95rfxlslfzkvd8sr3exkh7st4qmgj4ywf5zcaxgqgdyunsj5juw5
βΊ Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a
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Video Information
Views
15.1K
Likes
761
Duration
0:57
Published
May 5, 2025
User Reviews
4.6
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