https://outcomeschool.com/blog Software engineers like you join Outcome School to achieve the outcome that is a high-paying tech job. en-us teamoutcomeschool@gmail.com (Outcome School) teamoutcomeschool@gmail.com (Outcome School) Mon, 20 Apr 2026 00:00:00 GMT https://outcomeschool.com/blog/math-behind-cross-entropy-loss https://outcomeschool.com/blog/math-behind-cross-entropy-loss In this blog, we will learn about the math behind Cross-Entropy Loss with a step-by-step numeric example. Mon, 20 Apr 2026 00:00:00 GMT teamoutcomeschool@gmail.com (Outcome School) mathllmaimachine-learning https://outcomeschool.com/blog/math-behind-gradient-descent https://outcomeschool.com/blog/math-behind-gradient-descent In this blog, we will learn about the math behind gradient descent with a step-by-step numeric example. Fri, 17 Apr 2026 00:00:00 GMT teamoutcomeschool@gmail.com (Outcome School) mathllmaimachine-learning https://outcomeschool.com/blog/math-behind-backpropagation https://outcomeschool.com/blog/math-behind-backpropagation In this blog, we will learn about the math behind backpropagation in neural networks. Mon, 06 Apr 2026 00:00:00 GMT teamoutcomeschool@gmail.com (Outcome School) mathllmaimachine-learning https://outcomeschool.com/blog/scaling-dot-product-attention https://outcomeschool.com/blog/scaling-dot-product-attention In this blog, we will learn about why we scale the dot product attention by √dₖ in the Transformer architecture with a step-by-step numeric example. Sun, 05 Apr 2026 00:00:00 GMT teamoutcomeschool@gmail.com (Outcome School) mathllmaimachine-learning https://outcomeschool.com/blog/math-behind-attention-qkv https://outcomeschool.com/blog/math-behind-attention-qkv In this blog, we will learn about the math behind Attention - Query(Q), Key(K), and Value(V) with a step-by-step numeric example. Fri, 03 Apr 2026 00:00:00 GMT teamoutcomeschool@gmail.com (Outcome School) mathllmaimachine-learning