What are your thoughts/fears on DL w.r.t privacy/liberty/freedom going forward. Would love to hear @rachel thoughts on this.
How does one develop a package like FastAi using Jupyter notebook? For instance, doing unit testing, automatic documentation generation, etc. I believe it was mentioned that Jeremy has many little scripts that does all that based on this podcast
How do a final year undergraduate student can land at a good Machine learning / Deep learning job. Particularly how do he/she must prepare, how should his resume be and how to get noticed for interviews and how to standout from the crowd ?
what advice do you have for someone whose day job doesn’t involve DL, is hectic, but has motivation - how should one prioritize the topics/exercises in order to ramp up fast in DL? your advice would be very valuable.
While you are working on FastAI library, how do you keep track of developments in other libraries like Tensorflow? Do you find the number of frameworks out there overwhelming?
What, if anything, has led the field in the wrong direction?
What kind of topics can we expect in part two of the course next spring. How will it be different then part II version 2
How did you learn to be such a wonderful public speaker? How did you learn to educate in the way that you do?
Do you have a favorite architecture for resource-constrained environments?
Would you just use a smaller Resnet? Or is there another architecture you prefer when you need to do inference really quickly?
How would you teach deep learning to a 13-year old?
How to retrain my model after creating it from a different dataset, on a new but few datasets and classes ??
For example, if I created a model with 5 classes and 50 data instances per class. Now I want it to retrain with new data and new class , say 5 data points of 6th class without training it from scratch (i.e without building a whole new databunch with all the data/classes) ??
What’s your typical day like? How do you manage your time across so many things that you do?
You mentioned you used to spend 50% of your time learning new things everyday since you were 18. Now you spend 90% of your time doing that. My brain gets toasted after 2 hours of focusing with intensity. Any tips on how you do that for such longer hours?
Can you tell us about the Super-Bike in your Twitter Cover photo?
(Is that you? :D)
The library and course are already amazing. What further developments is the fastai team working towards, Can you give us a little teaser?
What should be an ideal learning path for a person like me who aspires to be a great DL Practitioner but has a day job with 2-3 hours to invest in learning/practising per day? How can I take what I have learnt in fast.aiV3 Part 1 and take it to the next level?
How do you see Google’s AutoML and similar services affecting DL practitioners in the future?
Thank you so much for doing an AMA. What are greatest influences on your thinking? Where do you find your inspirations and what are some important principles that guide you in work and in life?
when will the internatinal fellowship of part 2 be annonounced
When will be the international fellowship of machine learning course be announced