I've been thinking a lot lately about skills I'd like to add to my resume. I've considered robotics. It stays very high on my list, but after playing with some Arduino projects this last year, I'm not sure that robotics will have the same impact as machine learning. I don't have a plan yet exactly, but I've been digging around GitHub looking at potentially useful libraries. PyBrain looks like a good step forward.
I am looking for more candidate libraries, but really, without having a concept to apply the library to, I might not be looking for the right library. Which brings me to yet another thought: What would happen if you created several clusters of ANNs where each had their own specialty...like in a hive. One regulator network that divided the work up, sent it out to the specialized networks, then combined the outputs of those networks in order to reach some conclusion.
Of course, what's the difference between that and a single Artificial Neural Network? I don't know. I'm looking forward to working on this over the next 12 months. As you can see, I have a lot to learn and to think about. What are your professional goals for the year ahead?
I am looking for more candidate libraries, but really, without having a concept to apply the library to, I might not be looking for the right library. Which brings me to yet another thought: What would happen if you created several clusters of ANNs where each had their own specialty...like in a hive. One regulator network that divided the work up, sent it out to the specialized networks, then combined the outputs of those networks in order to reach some conclusion.
Of course, what's the difference between that and a single Artificial Neural Network? I don't know. I'm looking forward to working on this over the next 12 months. As you can see, I have a lot to learn and to think about. What are your professional goals for the year ahead?
