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From Basic to Advanced: The DFS & BFS of Machine Learning This blog is my journey through the entire landscape of Machine Learning - from the simplest building blocks to the most advanced concepts. Think of it as exploring ML in two ways: BFS (Breadth-First Search): covering a wide range of topics - algorithms, math, coding, and applications. DFS (Depth-First Search): diving deep into the core principles behind models, optimization, and real-world problem solving.
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How to Use Visualization Well: The Data-Audience-Message Mantra
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The artistic side of data: An introduction to Matplotlib
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Advanced NumPy: Fancy Indexing, Statistics, and Performance
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