Supplemental Material with bunch of other examples: https://liaojing.github.io/html/data/analogy_supplemental.pd...
180 karma · joined January 23, 2013
Couple small suggestions:
1. If you press "f" on the first page of search result it returns to the terminal with "[ERROR] Already at the first page." - no need to interrupt session here.
2. Consider implementing history of previous 10 queries.
Thanks
Looking forward to try the code (especially on CIFAR or ImageNet), Zhi-Hua Zhou, one of the authors, said they are going to publish it soon.
PDF slides: http://www.darpa.mil/attachments/AIFull.pdf
Short answer: Yes - I would do it again.
ML (Mid 2016): Cost-wise you may be able to gather the similar quality of materials for free, nothing are too unique and in many cases additional intensive research are still required. But, the Udacity provides nice structure and helps you to keep motivated.
SDC (2016): Much better experience for students, the quality of materials are higher, and amount of support from the peer group are extraordinary. Just one of the five projects in the first term are more complex than the whole ML nanodegree.
Haven't tried the AI nanodegree myself, but because it's a part of the new batch of programs I believe the experience would be quite positive (closer to SDC).
If you will decide to proceed with self-learning path, here is a nice multi-month study plan: https://github.com/ZuzooVn/machine-learning-for-software-eng...
In any case I strongly advice to take a look into Andrew Ng's coursera courses and Andrew Karpathy's CS231n on CNN (http://cs231n.stanford.edu/) as a supportive materials.
Also, if money is the main concern, you may want to apply to sponsorship, or maybe discuss this with your current employer.
Feel free to PM me on twitter (same nick) if you have any other questions, would be glad to assist.
BRYAN SALESKY, CEO - ex. Director, Hardware Development, Self-Driving Cars at Google (http://google.academia.edu/BryanSalesky)
DR. PETER RANDER, COO - ex. Engineering Lead at Uber (https://www.researchgate.net/profile/Brett_Browning/publicat...)
DR. BRETT BROWNING, VP ROBOTICS – Engineering Lead at Uber (https://scholar.google.com/citations?user=UKUngBoAAAAJ)
"$1 billion over a five year schedule" seems to be a safe bet for Ford to secure themselves from missing the SDC future.
Mr. Wade Shen (Program Manager – interests: machine learning) http://www.darpa.mil/staff/mr-wade-shen
Dr. William Regli (Defense Sciences Office (DSO), Deputy Director – interests: artificial intelligence, robotics) http://www.darpa.mil/staff/dr-william-regli
Dr. Reza Ghanadan (Defense Sciences Office (DSO), Program Manager – interests: data analytics, autonomy, machine learning and artificial intelligence in information and cyber-physical systems) http://www.darpa.mil/staff/dr-reza-ghanadan
Dr. Paul Cohen (Information Innovation Office (I2O), Program Manager - interests: artificial intelligence, machine learning) http://www.darpa.mil/staff/dr-paul-cohen
Most of them can be found on linkedin.
Related FAQ [PDF]: http://www.darpa.mil/attachments/XAIFAQ8-26.pdf
Paper behind this: http://link.springer.com/chapter/10.1007/978-3-319-40548-3_3...