TensorFlow + machine learning

Goal: 1. Increase the number of bookings 2. Increase Facebook followers 3. Increase Facebook likes per post/image 4. Increase Instagram followers 5. Increase Instagram likes per post/image TensorFlow activities 1. Produce forecast 1. Forecast – bookings 2. Forecast – expenses 2. Produce proposals 1. Give proposal on what image + text should be uploaded to social media and when it should be uploaded I want to use the machine learning of TensorFlow to analyze and produce forecasts and suggestions on what I can do to increase the number of bookings and social media exposure by analyzing the data from the database. I also want the system to understand the following: 1. An increase in bookings, followers, likes etc = a good thing 2. An increase, but if the competitors have higher growth rate = a bad thing 3. An increase in expenses = a bad thing 4. A decrease in ranking = a bad thing ranking is based on (points = Facebook followers + number of reviews + number of store visits + number of likes per post + Instagram followers + Instagram likes per post) 5. Based on this the machine should try to improve activities which should then lead to better ranking Forecast – Bookings and expenses: TensorFlow should look at all bookings and all the customers booking rate to determine their booking behaviors so that it can create a forecast. If possible, I want it to also find patterns that could be correlated to the bookings. For example, did the bookings increase because of increase in marketing expenditures or was it because of an increase in reviews, did Facebook/Instagram likes to increase because of marketing expenditures etc. I also want the system to create forecast for social media by analyzing the competitions number of Instagram and Facebook followers and the number of likes they have received on every post/image. So that it could create a forecast and provide with proposal of what type of posts/images I should create to grow my followings and likes. Produce proposals: I want TensorFlow with the help of the data produce proposals. I want it for instance to analyze the growth rate of all competitors on Facebook and Instagram and compare it with mine and come up with suggestions on what type of pictures + text that are to be used to increase my ranking compared to the competitors.