Setting up and understanding the problem space
They say the quickest way to become a millionaire is to open a winery… you just have to be a billionaire first. We want to avoid this assumption that we will always lose money by creating the world's finest wine. We want to take an analytical approach in order to have more success than others.
Our goal is to find what attributes it takes to make great wine in order to maximize our efforts. We'll work through this as a data scientist would from beginning to end and determine what matters most in our final quality score.
Wine is one of the oldest beverages in the world. Created around 6,000 BC, it's an alcoholic drink crafted from fermented grapes. Similar to AI/ML, there are people who spend their whole life trying to perfect and master just a subset of this domain and there is still much that could be explored. It's always good to start by making sure you understand what you are working with. This will...
