AI concepts for developers

The point of this guide is for the casual developer to get a cursory understanding of artificial intelligence concepts necessary to begin making applications that use various frameworks, libraries, or source code. Having straddled both the software engineering and academic research oriented sides of AI development, I understand how nuanced both approaches can be, especially when the mobile constraints of memory and performance are added to the mix.