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New Book
A book on the math of AI from an engineering perspective.
Most AI math books are written by mathematicians for mathematicians. However, this one is completely different. Written from an engineering perspective (think in terms of building blocks), it connects theory to practice with visualizations, Python code, and real life applications. You will explore not just what the math is but why it matters and where it is applied in real life. In less than a week it got over 20K views, and since then it is only growing!
What is included in this book:
> The Architecture of Mathematics: How math connects from foundations to AI, including Gödel's paradoxes and Einstein's relativity
> The Field of Artificial Intelligence: From Control Theory to modern AI, understanding symbolic vs. non-symbolic AI approaches
> Linear Algebra: Vectors, matrices, determinant, eigenvalues, and transformations that show geometry of data in machine learning
> Multivariable Calculus: Limits, Derivatives, integrals, and how change in many directions powers backpropagation
> Probability & Statistics: Bayesian methods, distributions, and Markov models for learning from uncertainty
> Optimization Theory: Gradient descent, Adam optimizer, and how machines learn step by step
> Real-World Applications: A lot of Python code examples, animated visualizations, and practical examples of where the math is applied
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About New Book on Product Hunt
“ A book on the math of AI from an engineering perspective. ”
New Book was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #53 on the daily leaderboard. Most AI math books are written by mathematicians for mathematicians. However, this one is completely different. Written from an engineering perspective (think in terms of building blocks), it connects theory to practice with visualizations, Python code, and real life applications. You will explore not just what the math is but why it matters and where it is applied in real life. In less than a week it got over 20K views, and since then it is only growing!
New Book was featured in Education (78.5k followers), Artificial Intelligence (469k followers), GitHub (41.2k followers) and Books (122.4k followers) on Product Hunt. Together, these topics include over 155.3k products, making this a competitive space to launch in.
Who hunted New Book?
New Book was hunted by Tiago Monteiro. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Tiago Monteiro