As is shown below, this is a picture summing up the pros and cons for each machine learning algorithm. It is an over-all comparison roughly covered all aspects. Thanks to people who give us this summary!
And another interesting picture I found gives us the plot and logic of using different machine learning methods, helpful as well.
---------------------------------------------------That's pretty about the KNOWLEDGE I want to share with you all---------------------------------------------------
Today is a very very long day not only because it's 10 pm and I'm still studying also because I've encountered a lot of news within 12 hours. I got up so late today, which makes my day pretty short and full of "surprises".
Both of two best friends settle down their job-seeking journey by receiving job offers from Google and Snapchat respectively. Sincerely congrats to them. And every time I heard this kind of new, I was thinking what would happen if I was staying in CMU and now I should be about to graduate or have already taken some return offers from my summer internship. There is no way I play worse performance than anyone else, I would say.
Another friend of mine, who attended some I-don't-know-name university in British Columbia with around 3.0 GPA during undergrads, received offer from Amazon today. This guy is pretty much the "naughty boy" during college time and now he is the shining star.
I always tried to retrospect my previous one year, full of sadness and hardship. I cannot help thinking all kinds of "what if" for myself, most likely, what if I stay in US and continue my bright life in CMU.
However, the answer is no. Life has no way going back. What I can do now is to make more effort for my current condition and try my best for the very next internship and so does the future job. I was alone on this path but there is no failure accepted.
Fortunately, I have more inner peace than I was one year ago. I could peacefully handled when I got rejected by Altera today. Yes, today. I received the rejection letter like millions of times I was in the past.
Watching other guys' good results and drink the bitter wine myself is not that easy but since I found some way to settle myself down, yes, I guess I have some inner peace, I am confident this is just a long and verbose day for me. I have a really busy life having no time to sit around feeling sorry for myself. Congrats to my friends who deserve their consistent endeavor and unstoppable hope. Plus, I won't say give up to myself. Instead, I found this rejection is actually quite encouraging from some perspective. My first time interview was actually quite impressive. I had three very nice conversations with three different interviewers and I'm so damn sure I at least impressed one man. However, maybe because I lack of ability of C or C++, maybe the last interviewer who deemed me as a "naive programmer" is the manager who determined the final result, I failed this interview anyway. Nevertheless, every success starts with failures. This is just a start.
As my girlfriend brought up today, both of us lacked of luck for rather long time. Many of our friends, find job, received H1B visa, settle down with boy/ girlfriend in a so lucky way. So lucky that we start even doubting where is the luck we have? Lending to others? I wish both of us could have some luck, from time to time. I have suffered a loooooot and so does to my dear honey. Seeking for a job or having sth surprised in our lives is kinda a so fucking high expectation for us.
We are the tough couple, I suppose. That's perhaps why god decide to test us time and time again.