AKArpit Kumarinarpitkumarin1.hashnode.dev·Apr 20, 2025 · 3 min readAre Neural Networks BlackBox??Understanding the Neural Network Black Box: Challenges and Breakthroughs Neural networks, a cornerstone of modern artificial intelligence (AI), are often described as "black boxes." This term reflects the opacity surrounding how these models process ...00
AKArpit Kumarinarpitkumarin1.hashnode.dev·Feb 8, 2025 · 3 min readRise of Deep Learning And importance of GPUsWhy did deep learning take off? 💡 "With the rise of the Internet, mobile phones, and digital records, the amount of available data has exploded." ✅ Traditional Machine Learning Limitations Linear & logistic regression struggled to improve with mor...00
AKArpit Kumarinarpitkumarin1.hashnode.dev·Feb 7, 2025 · 2 min readWhat Are Neural Networks? How Deep Learning is Changing the WorldWhat was the motivation for the invention of Neural Networks? When neural networks were first invented many decades ago, the original motivation was to write software that could mimic how the human brain learns and thinks. Even though today’s artifi...00
