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Deep dive into the implementation of FitXAI - an ensemble-based xAI inference engine that provides transparent workout recommendations using Random Forests and SHAP explanations.
Moving from a single neural network to a "forest" of decision makers.
Going line-by-line through the "Master Loop" that powers modern AI.
Understanding how gradients guide AI models down the mountain of loss toward better predictions.
Understanding how AI models actually learn through weights, biases, gradients, and the training loop.
Breaking down what tensors actually are and why they're the foundation of machine learning.
Understanding how AI models measure their mistakes and learn from them.
Diving into One-Hot encoding, smart data splitting, and the trap of the single metric.
How neural networks use embeddings to conquer NLP and tabular data.
A beginner's guide to MCP, the open standard connecting AI to the world.
SQL Common Table Expressions (CTEs) - Your Guide to Cleaner, More Powerful Queries
A SQL tutorial to learn about window functions.
An introduction to RAG, the AI technique that enhances large language models with external knowledge.
Coming from someone who uses AI both professionally and as a hobby...
Comparing to trending tools in the AI space.
Exploring the potential pitfalls of advanced artificial intelligence.
Discover how RootedRemedies empowers users to explore natural healing through curated remedies and herbal recipes.