How do you build a comprehensive view of a topic on social media? Jordan Breslauer would say you let a machine learning tool scan the social sphere and add information as conversations evolve, with help from humans in the loop. Ginette Methot: I’m Ginette, Curtis Seare: and I’m Curtis, Ginette: and you are listening to Data Crunch, Curtis: a podcast about how applied data science, machine learning, and artificial intelligence are changing the world.
There is no single way in analyzing and interpreting data. But, there is one secret that will key it manageable, and that is with ‘perfect information‘ in mind. In the presence of perfect information, there is for analyzing and interpreting data, nor for analytics. In fact, the whole aim of analytics, with all its methods, models, algorithms, and statistics, is to get as close to perfect information as possible (or,
Visual analytics is a great way to uncover insights in complex financial data while highlighting opportunities for improvements. Today, we will share how to perform a customer profitability analysis to help your business increase profit. Customer Profitability Analysis Example Charts There are several ways to help you perform your customer profitability analysis. You can use a Client Profitability Chart or a Profitability Pareto. Client Profitability Chart A quick way to
What kind of analytics are people willing to pay for? That’s a fair question – it shows, perhaps, where there is greatest need and where one might successfully start up a business. Let’s answer that question with a little analytics ourselves by creating a customer analytics dashboard. How to Create Customer Analytics Dashboard First, we need a data set. Where might we find data on the kinds of analytics people
Sometimes AI and deep learning are not only overkill, but also a subpar solution. Learn when to use them and when not. Diego from Northwestern’s Deep Learning Institute discusses practical AI and deep learning in industry. He covers insights on how to train models well, the difference between textbook and real AI problems, and the problem of multiple explanations. Diego Klabjan: One aspect of the problem it has to have
Pricing analytics can help set up effective problem-solving parameters in business. Pricing Analytics Guide Done right, the first step to doing good pricing analytics has nothing to do with math or calculations or equations – these come later. Understanding the problem The first step in pricing analytics is taking time to understand the problem that is to be solved, who it’s being solved for, and what the context of the