Firstly, I don't think you can dive straight into coding without understanding the fundamentals. AI is such a broad and rich field, and there's a lot you need to know before you start.
It also depends on what you're going to focus on. Are you looking to implement a game-playing agent? An object recognition algorithm? More of a logic focus?
If you just want Deep Learning and statistical methods, then Bishop's Pattern Recognition and Machine Learning is a good start. Otherwise, Russel and Norvig's Artificial Intelligence or Patrick Winston's similarly titled book are great starting points. For more big-picture stuff,
Marvin Minsky's Society of Mind is great, and Hofstader's Gödel, Escher, Bach is a classic too. Both are a lot less practical though, which seems to be what you're looking for.
It also depends on what you're going to focus on. Are you looking to implement a game-playing agent? An object recognition algorithm? More of a logic focus?
If you just want Deep Learning and statistical methods, then Bishop's Pattern Recognition and Machine Learning is a good start. Otherwise, Russel and Norvig's Artificial Intelligence or Patrick Winston's similarly titled book are great starting points. For more big-picture stuff,
Marvin Minsky's Society of Mind is great, and Hofstader's Gödel, Escher, Bach is a classic too. Both are a lot less practical though, which seems to be what you're looking for.