Artificial intelligence (AI) is rapidly evolving, transforming industries and aspects of our daily lives. To fully harness its potential, we must delve into the intricate workings of these complex systems. This exploration will encompass the basic principles underlying AI, examining key algorithms and architectures that drive its capabilities. We'l

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