Learning Programming on Windows as a Newbie When I first began to learn Python, I started out on a Windows machine. I would mindlessly follow installation instructions provided by the tutorials (mostly through Anaconda) without really understanding how any of the processes work under the hood. …

80% of your work in data analysis and machine learning is wrangling and cleaning data which can be very tedious work. Automation of data extraction, data enrichment, and data cleaning with APIs can save you a lot of work doing manual extraction. The focus in this article will be on…

Important note: This was created as part of my own personal learning process for data science in python. I find it extremely helpful when i write this down to help me learn better and faster. This was part of the course on DataCamp and the code is based on the…

The last time we analyzed our online shopper date set using the cohort analysis method. We discovered some interesting observations around our cohort data set. While cohort analysis provides us with customer behavior overtime and understand retention rates, we also want to be able to segment our data by their…

Important note: This was created as part of my own personal learning process for data science in python. I find it extremely helpful when i write this down to help me learn better and faster. This was part of the course on DataCamp and the code is based on the…