I found Amplify excellent to get up and running quickly. I’d highly recommend it for anyone without a well-oiled CICD setup who wants to quickly get a website up to test out an idea.
Unfortunately, I quickly hit the limits of its configurability (particularly with Cloudfront) and had to move off it within a few months.
As someone who works in applied ML but tries to stay heavily on top of research, I think it’s this. I am always stunned when I try to recruit people, talk with folks at conferences, or even look for jobs myself how few people care about commercialization. I’ve seen this attitude grow a lot in corporate R&D in recent years too as they pull in more academics with promises of independence from the “business grind”.
If you want to use the p3 instances with Tesla V100's, you'll need to use CUDA9 instead of CUDA8, and unfortunately none of Amazon's AMI's have the latest PyTorch that support CUDA9. The easiest way to use them is get one of the Conda Deep Learning AMI's and then follow the latest PyTorch install instructions, which seems to work pretty seamlessly.
The problem with digital data is that it can be replicated at no cost and with no trace, so there wouldn't be any way for Ashley Madison to ever be sure the leak was contained. They could pay $10MM for a copy of the data... and two months later it can anonymously show up on Tor. Not to mention the hackers would need to come forward to collect the $10MM, which might land them in a jail cell before they can collect.
I'm a big fan of the BetterSnapTool available on the App store. It costs $1.99, but it works with all widows and has drag-to-snap, shortcuts keys, etc.
I'm still surprised Apple hasn't just incorporated this into OSX.
This is largely just an argument against bad presentations - PowerPoint or otherwise. I agree that PowerPoint is not the right medium for many things (e.g. technical reports), but a lot of these critiques are also the strengths of PowerPoint. The lack of space forces the presenter to slim down their argument to the essentials. That shouldn't encourage burying important information in sub-bullets, but to the contrary, encourage highlighting key risks/concerns.
The downside of technical reports and white papers is that it's far too easy for people to blather on without purpose, and it's far too hard for me as the audience to review. I can skim through a PowerPoint in minutes and get a good sense for whether it's worth my time. It's much harder to do that with a long free-form text. I also think the presenter is more important than the medium in most cases: I bet the same person making those awful NSA slides would write an awful white paper (and vice-versa).
Long story short, people have a really hard time concisely and precisely expressing their arguments, and we all need constant practice to get better. Everyone should also have several options in their presentation tool kit and be able to use the right one for a given task.
I agree, but I'm not sure I would have said that without first getting clobbered by the AI. The list of really hard things for a human seems to be growing these days.
Love this package. I was using PyBrain for a recent project, but I had an awful time getting it to work and found the performance equally awful. After stumbling upon Keras, I was up in running in minutes, and the huge performance boost of Theano allowed me to actually finish on time. Thanks for putting this together!
Defining the "right thing" to do is the crux of the issue. If it was easy, we wouldn't need the stock market, banks, VC funds, or any of these things because we could just have our committee of experts make the optimal investments. As people on this site should know, sometimes the best long term decisions seem like wild long-shots at the time (like investing in a start-up).
It might be easier to define the "wrong thing" to do, but even that is usually short for the "wrong thing to do yesterday". Most people don't go and make the exact same mistake again unless they believe there is a convincing reason why This Time Is Different™.
Common sense "wrong things" also bring tradeoffs or don't have clear policy mechanisms. Even if we all agreed the stock market was overinflated, how can we deflate it without restricting valid investment and hurting the broader economy?
I agree with your argument now, but space is constantly getting cheaper so this won't hold true for long. Also, there is nothing stopping people today from reducing the resolution, dropping X% of frames, compressing, or any number of tricks to make the storage cost/value ratio much more appealing.
I can see why you might not mind the Chicago weather, but how is moving somewhere based on weather "strange"? I grew up in Minneapolis but now live in Texas, and the warmer weather has dramatically improved my quality of life. I wouldn't move back to the north midwest even for a massive increase in pay.
It prevents any rework from having to renumber the buildings if things are being built up heavily over time. Kind of like an unsorted array vs a sorted array. The unsorted one is a pain to search, but you can just slap things on to end without a worry.
It would be great if Gmail could provide a small notice on whether the email(s) you are sending to will be encrypted or not (just like the lock for HTTPS). I will probably still send the unencrypted email in most cases, but it would make you reconsider putting too much personal information in the email.
Exactly - this is the first thing I thought of when I read this. Why not start by getting your existing degree programs online? Then they try breaking up into modules, experimenting with different teaching methods, etc.
Excellent! This is a big improvement. There seem to be some bugs with the "try it now" terminal, but it was easy enough that I actually gave Haskell a try after many years. It's got me interested enough to actually install it and start hacking away!
Lala was way more than iTunes radio. It had low priced cloud music purchases (e.g. $0.29 a song), unlimited cloud streaming for MP3's you already owned, free album listens for 1-2 plays, an integrated streaming player for third party sites, and more. It was way ahead of its time and competitors, but it was killed by Apple and used for almost nothing.
Unfortunately, I quickly hit the limits of its configurability (particularly with Cloudfront) and had to move off it within a few months.