Understanding the Confusion Matrix for Model Evaluation & Monitoring
by Introduction Anyone can build a machine learning (ML) model with a few lines of code, but building a good machine learning model is a whole …
Category: Machine Learning
2020 AI Trends in Banking
by Trend #1: AI in Banking Trends in Banking in 2020 and AI since the COVID-19 lockdown: The concepts of money and transactions have seen it all! …
How to Explain Model Bias to Regulators
What models are we talking about? Have you ever wondered how Netflix recommends movies suited to your taste? Ever thought about how self-driven cars have …
A Machine Learning Project — Predicting Used Car Prices
A step by step guide to your first machine learning project! This is for those who want to get into data science, who have a …
How to Evaluate Your Machine Learning Models with Python Code!
Use these methods to ensure that you’ve created a good machine learning model with python code. You’ve finally built your machine learning model to predict …
All Machine Learning Models Explained in 6 Minutes
Intuitive explanations of the most popular machine learning models. In my previous article, I explained what regression was and showed how it could be used in application. …
Automating Machine Learning’s Last Mile™ (MLLM™)
by Managing the ML model development lifecyle at scale requires the orchestration of many activities (e.g. data preparation, feature engineering, model training, validating, and testing, actually …
Machine Learning Challenges in 2018
What Is Machine-Learning? Machine-learning is a type of artificial intelligence that allows computers to “learn” from real-time and historical data. The surge-pricing models used by …
The New Operating Model for Enterprises
Moving from “data-centric” to “model-centric” — Every two days now we create as much information as we did from the dawn of civilization up until …
Data Science & Analytics (DSA) — The Need for Productivity Tools
by In my last post on Data Science — the new era, I have described how traditional data science is undergoing a change in the Enterprise. In this post, …
Get the “Real” 360⁰ View of Your Customers
Technology has done more than enable your enterprise to understand your customers. Technology has empowered customers and increased their options, individualizing their buying patterns for …
Liberate Your Data Scientist from Management Overload
The proliferation of analytics databases throughout the enterprise has required an increasing level of effort to develop data management practices. Skilled data scientists and analysts …