Hey there o/ This is my first post, so please forgive any mistakes I make in sharing my code and thoughts. I just finished my first advanced Python challenge, Poem Decoding, from 101computing, and I wanted to ask if there is a more compact way to solve this problem. Here is my code: GitHub I did try solving it without the extra function for the codebook, but I couldn't get it to work. There should be an easier way around it, but I tend to get my line of thought mixed up too quickly. Or would you say it's better to break down all the important steps into functions anyway?

Hello everyone! I decided that I would like to do a project using LangGraph. For those who are unfamiliar with LangGraph: LangGraph is a library that builds on top of LangChain to simplify and automate the process of creating advanced language model-based workflows, particularly for Retrieval-Augmented Generation (RAG) tasks. It is good at managing complex workflows by leveraging graph-based structures for modular, reusable components. (https://langchain-ai.github.io/langgraph/tutorials/introduction/) Some examples of worflows are shown in the images below. Basically we can have a list of tools, agents that would do different things... Do you have any ideas of applications that I can create other than the basic/generic ones as the "costumer support" ones or maybe having the worflows shown below to come up with other ideas. I really don't know what approach I can take and if some of you have any ideas from where I can start it would be awesome. Thank you!😄

I have been in a situation where l needed to carry out a statistical test on a one-hot-encoded nominal variable. It turns out that one-hot-encoding such variables dramatically increases the dimensionality of the dataset. The challenge l always face is that l don't really know how to carry out a statistical test of such a variable in its one-hot-encoded form since it introduces more columns for this variable. I thought of doing univariate tests on each column but l am not sure

pip : The term 'pip' is not recognized as the name of a cmdlet, function, script file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is correct and try again. I keep getting this issue whenever I try to pip install on my VS code does anyone know how to rectify it please?

Does anyone know any application or websites that provides phyton Training or some kind of games where I solves some phyton problem using phyton code that I wrote? Thanks.