Datatron Names Jason Revelle, Formerly From MasterCard, as Head of Engineering

Datatron, the pioneer of ModelOps and Model Governance platform is excited to announce that Jason Revelle is joining the company as Head of Engineering.  In this role, Jason will lead and scale Datatron’s engineering team. He brings many years of experience leading engineering teams at multiple companies including Mastercard.   Below, Jason shares his reasons and excitement for joining Datatron: I am super excited to be joining the team at Datatron! For the last ten years or so, I have spent a lot of time studying the practice of rules-based analysis and machine learning.  While others have focused on answering… Read More

Types of Neural Networks in Machine Learning

    Latterly, Artificial Intelligence and Machine Learning is a hot topic in the tech industry. Perhaps more than our day-to-day lives, Artificial Intelligence is influencing the business world more than anything else. There was about $300 million in venture capital invested in AI startups in 2014, a 300% increase from a year before. And if you’ve spent any time reading about artificial intelligence, you’ll almost certainly have heard about neural networks. But what are they exactly? Let us find out. 1. What are Neural Networks? Neural Networks are a genre of models within the general machine learning literature that… Read More

What is Model Validation and Why is it Important?

We all have pursued enough articles about Machine Learning, and the first notion we often come up with is ‘Machine Learning is about making predictions.’ Yes, it is somewhat convincing, but these predictions come up after assorted processes like Data Preparation, Choosing a Model, Training the Model, Parameter Tuning, Model Validation, etc. So, only after carrying out the aforementioned operations, a Machine Learning Model (Regression or Classification) is efficient to make predictions.   Let’s have a look below to have a better understanding.     What is Model Validation?   So, as the name suggests ‘Model Validation’, we can perceive… Read More