About the capstone...

[NEUHU]

The dataset I am working on now is really large. It takes time even when I just want to work with a particular part since it has to run through the whole dataset everytime I click "run". Due to the coding ability, I have now, it is a hard task for me to write something advance. I am now looking for some online material, yet, the material I can find is really limited. I am wondering if anyone can share how or where do you usually search for the material when you feel confused.

[CHENGYULIU1]

I would recommend you can search anything on stackoverflow.

Make sure you are not importing your dataset from the external file or from the Internet each time you run your code. you should have one block of code that reads your dataset from the external file or from the Internet and stores it in the dataframe in the python variable. then you should have the different block of code in Jupiter notebook which is stored in the python variable. if you re already doing this then the problem is with RAM and swapping. you can do one of several things, one you can quite apps you don't need on your computer. Two, quite Jupiter notebook and re-start it. Three, buy more RAM for your computer.

[jingqilin]

Hi, NEUHU I think it depends on which kind of question you are facing to, for example, if you met a programming questions, you'd better go to the Python official website to seek for some solution or detail of how to write each comment (how many variables, parameters in each function) or you can google or this page can tell you many websites which can help you in Python: link Or if you met some conceptual question, you can use Wikipedia or google some conception, or you can understand Chinese, CSDN is a really good website to conclude a lot of conception of Machine learning or Data Analytics, also you can view some videos on Youtube, it helps a lot. Regards, Jingqi Lin