I have been learning Python for a while. I recently have looked back my old labs and projects and noticed that I had written bad codes which caused memory waste, the server need more time to run. Thus, I want to summarize some bad coding habits to help you to …
In our projects, we often deal with datasets containing many features. Some of them may decrease the accuracy of models. In this blog, I am going to show you some automatic ways of selecting relevant features. Imagine that you got a dataset with hundreds of features and you do not …
Let me tell you one of the biggest misconceptions aspiring data science newbies have nowadays. Real-world work is not something that the newbies think while studying in school. Unfortunately, you will surprise that the real-world projects give you a headache with data cleaning. In fact, 70%-80% of your time …