Never mind
Please delete this
No one's saying she isn't a clever, energetic, talented person.
Please delete this
First impressions are everything. Please see in "The Psychology of Human Misjudgment" the excellent description of humans' "Influence-from-Mere-Association Tendency." The technical merits of a product will not matter if people can't get past their initial feelings. This is highly inconsiderate.
Until the name is swapped out for a more sensible one, I will not be downloading this software.
* http://cs231n.stanford.edu/ (the course notes are excellent)
* http://neuralnetworksanddeeplearning.com/
* http://www.deeplearningbook.org/
Use Tensorflow to train a few small neural nets. Move on to CNNs and RNNs. Make sure you actually do this. By this point you'll have read a lot, and retain none of it if you don't put it to use. Look at reinforcement learning. Use the book by Sutton and Barto, the new edition: https://webdocs.cs.ualberta.ca/~sutton/book/the-book-2nd.htm... Read the first 4-5 chapters, then go online and read about Deep Q learning, policy gradients, DDPG, etc. Then try to solve some problems on OpenAI Gym.
Once you have an idea of the kinds of problems you can solve, and have a couple you're interested in, go back and learn the foundational math, and start reading research papers.
In general, start with modern books that mention deep learning. With older books or high-level-overview books, you'll get frustrated when you see something cool on /r/machinelearning and can't find any mention of it in the book.
So long as there is inequality of outcome, there are probably always going to be people who assume unfairness---not just in people who lack a sense of agency and self-responsibility, but because I think humans generally have an instinctive dislike of inequality of any kind. This will continue until the end of time: if you believe in fate (whatever that means), some people are always going to have better fates than others (unless you want to give everyone the same life), and people will keep getting mad.
Say people do have widespread, subconscious biases against women. 23% in savings is enormous. If it really exists, someone out there is going to try super, super hard to exploit it while all the other suckers are stupidly paying 100/77 times more than they have to. Are you saying that despite this opportunity, no one has succeeded, because we're all too stupid to view women equally—every last one of us? If not, where is that clever company?
A more likely explanation is that the people already tried doing this, and found that the opportunity they were trying to exploit didn't exist.
77 cents on the dollar is a huge discount. Any company that exploited this would gain an enormous advantage. So even if nearly everyone is somehow blinded by their biases, surely at least one company somewhere is smart enough to discount their biases and collect 23% in savings. Where are they?
Is it possible that some company out there with unscrupulous management has already tried moneyballing the job market this way, and found it didn't work?
What a shame that most of the top comments here are boring, stand-up-for-the-vulnerable types agreed with by the majority— "women face difficulties in tech, and we should help them whenever we can"—while the downvoted posts are the ones trying (not necessarily successfully) to arrive at politically incorrect truths.
For anyone convinced they hate JS, I encourage looking through Crockford's JavaScript: The Good Parts, in which he talks about the idea mentioned above, before swearing off JS forever.
Uber wants to be the world's transportation infrastructure-- the default way for people to get from A to B. Their thesis is that the way to do this is to write software to hook up drivers with riders. Essentially, a taxi replacement. But this marketplace is an artifact of the fact that cars need human drivers. Without that need, the marketplace disappears.
In the next year or two, Tesla will come out with gorgeous, highly efficient, self-driving cars, with fabulous software, all talking to each other on a network that Tesla totally controls. That will put them in a much more powerful position than the company that owns the software to route random cars around. When that happens, Uber will be screwed. Maybe they could build their own self-driving electric cars, but so far they're not doing too well. They're learning, like everyone else, that it's not a problem you can just throw money at.
The Model 3 will cost $35,000, and allow drivers to make automated, passive income by having their car drive people around while they're at work or something. Why buy an ordinary car and drive it yourself when you can buy a slightly more expensive car and essentially collect rent?
Uber riders care about two things, the experience and the price. Tesla wins on both fronts. Teslas are gorgeous, and feel like spaceships. (Take one for a test ride). And the thing about price is that with self-driving cars, with each ride you're basically paying for electricity plus a fee to the owner of the car for its depreciation. The cost becomes less about server maintenance, and more about who is better at building cars and writing car software. And by the way, you can't just have self-driving cars. If you want to win the unit-costs game, your cars have to be electric.
The fact that Uber thinks of itself as a taxi replacement is a sign of their oldness. The end game for transportation can't be a taxi replacement, because it'll be unheard of for people to drive each other around.
Tesla will have production limits, of course. But they demonstrate that building the future of transportation consists of (1) building cars and (2) getting them in front of people who want them, and that part 1 is by far the harder and more valuable.
I've been dumping my savings into Tesla stock, and look forward to being rich in ten years.
If anything, I find it sort of funny that Travis got mad. He handled it pretty well at first; they were just having an honest disagreement. Then it was like he just decided, "fuck it, I've had a bad day, and I don't need to take this guy's shit." He might meditate on the fact that this guy spends his evenings being the reason that Uber's business model works.
Debate never happens on Twitter. People take stabs at each other and retweet snarky putdowns. When J.K. Rowling makes some witty comeback at some random person spouting their mouth off, everyone applauds it. This kind of discourse makes me nauseous. I often see tweets that make me go, that's wrong! And in my head I start writing counterarguments. But I never get to make them, which breeds resentment. And if by some miracle I do, I don't feel like my audience is a quiet, thoughtful one that will reward me for making good points. I know that's not an empty ideal, because I feel that on HN, and sometimes Reddit.
Twitter gets arguments started, but ends them abruptly. That's frustrating.
I keep going on, because there are a handful of famous people whose streams of consciousness I'm interested in. If they moved their content to another platform, I'd follow them there. But they don't, presumably because they also use Twitter to follow other famous people's streams of consciousness.
If someone accused me in such a fashion, and persisted despite me asking for clarification and trying to actually explain my view to them, I'd probably be a lot more vitriolic than Travis was. (It's a character flaw of mine.) And saying that some people don't like to take responsibility for their own shit is, well, true?
I don't like that billionaires are held to a different standard. People say, "they don't need protection; they're rich." Ok, but if you discount something a billionaire says for no reason other than that they're rich and have easy lives, you're not a dispassionate truthseeker.
Travis: So we are reducing the number of black cars in the next few months.
Fawzi: It’s good.
Travis: You probably saw some email.
Fawzi: I saw the email [that says] it starts in May. But you’re raising the standards and dropping the prices.
Travis: We’re not dropping the prices on Black.
Fawzi: But in general.
Travis: In general, but we have competitors. Otherwise we’d be out of business.
Fawzi: Competitors? You had the business model in your hands, you could have the prices you want but you choose to buy everybody a ride.
Travis: No, no no. You misunderstand me. We started high-end. We didn’t go low-end because we wanted to. We went low-end because we had to because we’d be out of business.
Fawzi: But people are not trusting you anymore. Do you think people will buy cars anymore? ... I lost $97,000 because of you. I'm bankrupt because of you. You keep changing every day. You keep changing every day.
Travis: Hold on a second. What have I changed about Black?
Fawzi: You changed the whole business! You dropped the prices.
Travis: On Black? Bullshit.
Fawzi: We started with $20.
Travis: You know what, some people don't like to take responsibility for their own shit. They blame everything in their life on somebody else. Good luck!
Fawzi: Good luck to you too, I know that you aren’t going to go far.