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Machine Learning Brick by Brick, Epoch 1 Dmitry Vostokov
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Machine Learning Brick by Brick, Epoch 1
Dmitry Vostokov
This machine learning book series aims at providing real hands-on training from general concepts and architecture to low-level details and mathematics. The first epoch covers the simplest linear associative network, proposes a brick notation for algebraic expressions, shows required calculus derivations, and illustrates gradient descent. Subsequent epochs also include necessary computer science foundations, statistics, data science topics, algorithms, and data structures.
![Cover for Dmitry Vostokov · Python Debugging for AI, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach (Pocketbok) [1st edition] (2023)](https://imusic.b-cdn.net/images/item/original/445/9781484297445.jpg?dmitry-vostokov-2023-python-debugging-for-ai-machine-learning-and-cloud-computing-a-pattern-oriented-approach-pocketbok&class=scaled&v=1698695261)
![Cover for Dmitry Vostokov · Fundamentals of Trace and Log Analysis: A Pattern-Oriented Approach to Monitoring, Diagnostics, and Debugging (Pocketbok) [1st edition] (2023)](https://imusic.b-cdn.net/images/item/original/954/9781484298954.jpg?dmitry-vostokov-2023-fundamentals-of-trace-and-log-analysis-a-pattern-oriented-approach-to-monitoring-diagnostics-and-debugging-pocketbok&class=scaled&v=1744465608)
![Cover for Dmitry Vostokov · Foundations of Linux Debugging, Disassembling, and Reversing: Analyze Binary Code, Understand Stack Memory Usage, and Reconstruct C/C++ Code with Intel x64 (Pocketbok) [1st edition] (2023)](https://imusic.b-cdn.net/images/item/original/528/9781484291528.jpg?dmitry-vostokov-2023-foundations-of-linux-debugging-disassembling-and-reversing-analyze-binary-code-understand-stack-memory-usage-and-reconstruct-c-c-code-with-intel-x64-pocketbok&class=scaled&v=1670570899)
![Cover for Dmitry Vostokov · Foundations of ARM64 Linux Debugging, Disassembling, and Reversing: Analyze Code, Understand Stack Memory Usage, and Reconstruct Original C/C++ Code with ARM64 (Pocketbok) [1st edition] (2023)](https://imusic.b-cdn.net/images/item/original/811/9781484290811.jpg?dmitry-vostokov-2023-foundations-of-arm64-linux-debugging-disassembling-and-reversing-analyze-code-understand-stack-memory-usage-and-reconstruct-original-c-c-code-with-arm64-pocketbok&class=scaled&v=1670568148)
![Cover for Dmitry Vostokov · Practical Foundations of Windows Debugging, Disassembling, Reversing: Training Course, Second Edition (Pocketbok) [2nd edition] (2022)](https://imusic.b-cdn.net/images/item/original/358/9781912636358.jpg?dmitry-vostokov-2022-practical-foundations-of-windows-debugging-disassembling-reversing-training-course-second-edition-pocketbok&class=scaled&v=1667111587)
