Neural networks, those intricate structures, have revolutionized fields like image recognition and natural language processing. However, their inner workings remain shrouded in mystery, a metaphorical black portfolio building box. Understanding how these complex systems acquire knowledge is essential for building confidence and mitigating potential

Deep learning has transformed the field of natural language processing (NLP), enabling systems to interpret human language with unprecedented accuracy. Neural networks, particularly those with multiple layers, have proven powerful at learning complex patterns and relationships within text data. This has led to breakthroughs in a wide range of NLP t