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Model Evaluation Metrics in Machine Learning - KDnuggets

Model Evaluation Metrics in Machine Learning - KDnuggets

Predictive models have become a trusted advisor to many businesses and for a good reason. These models can “foresee the future”, and there are many different methods available,...

7 Easy Ways To Boost Your Digital Literacy

7 Easy Ways To Boost Your Digital Literacy

No industry will be left untouched by the wave of digital transformation that's taking place. Everyday tasks and communications will increasingly involve digital tools. Learning...

3 Reasons Brands Need High-Quality Third-Party Data

3 Reasons Brands Need High-Quality Third-Party Data

Enriching your existing data with third-party data gives you the breadth and depth of data to better understand consumers and fine-tune your machine learning capabilities. But...

Understanding the differences between BI, AI and analytics

Understanding the differences between BI, AI and analytics

Is there really a difference between BI, AI and analytics? And if so, how do these three technologies work together? I often get asked to define the differences between BI...

Building explainability into the components of machine-learning models

Building explainability into the components of machine-learning models

Explanation methods that help users understand and trust machine-learning models often describe how much certain features used in the model contribute to its prediction. For...

BusinessDay: Machine learning, automation and common sense

BusinessDay: Machine learning, automation and common sense

In an era of rapidly increasing competition, business leaders are looking to technology to streamline their operations to deliver products and services faster while lowering...

How AI is changing IoT

How AI is changing IoT

IoT has seen steady adopted across the business world over the past decade. Businesses have been built or optimized using IoT devices and their data capabilities, ushering in a...

Minerva: Solving Quantitative Reasoning Problems with Language Models

Minerva: Solving Quantitative Reasoning Problems with Language Models

Language models have demonstrated remarkable performance on a variety of natural language tasks — indeed, a general lesson from many works, including BERT, GPT-3, Gopher, and...

A little public data makes privacy-preserving AI models more accurate

A little public data makes privacy-preserving AI models more accurate

Computer vision A little public data makes privacy-preserving AI models more accurate Technique that mixes public and private training data can meet differential-privacy...

Anomaly Detection in a Machine Learning Scoring Model

Anomaly Detection in a Machine Learning Scoring Model

In my most recent default scoring data science projects, I wanted an automatic tool that could warn me, especially during the development stage, when my model’s predictions were...

The Case for Machine Learning in Quality Management

The Case for Machine Learning in Quality Management

Quality management is a crucial part of running a business. If companies hope to maximize sales and build a loyal customer base, they must embrace continuous improvement of...

A Guide to Using AI Chatbots in eCommerce

A Guide to Using AI Chatbots in eCommerce

AI chatbots have established a strong place in every industry and eCommerce is no different. In fact, chatbots have emerged as an eCommerce favorite. Because online retail has...