Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Machine Learning Intuition: Uncovering the simple ideas behind the science of prediction

Machine Learning Intuition: Uncovering the simple ideas behind the science of prediction

Kalfon, Eliott

Paperback

General Computers

ISBN13: 9798243365819
Publisher: Independently Published
Published: Mar 2 2026
Pages: 266
Weight: 0.79
Height: 0.60 Width: 6.00 Depth: 9.00
Language: English
Everyone is talking about Machine Learning and AI. Chatbots, self-driving cars, medical diagnoses, fraud detection... Algorithms are making decisions that shape our daily life.

And yet, when we try to learn how any of it works, we hit a wall of equations, jargon, and textbooks written for PhD students. This book was written to break down that wall.

Machine Learning Intuition teaches you the core ideas behind ML, not with heavy mathematics, but with clear explanations and simple visuals. You will understand how an algorithm learns from examples, why it makes the predictions it does, and how the full ML workflow fits together.

By the end, you will be able to:

  • Explain what Machine Learning actually is (and is not)
  • Understand how models like k-Nearest Neighbours and Decision Trees work
  • Make sense of model evaluation, data preprocessing, and feature engineering
  • Follow an end-to-end ML project from raw data to prediction
  • See how modern generative AI connects to these foundations
No prior experience required. No degree needed. Just curiosity. If you have ever wanted to truly understand AI, this is the book to start with.

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