Data Science Blog | David Weedmark

Computer Vision in Deep Learning: An Introductory Guide

Computer vision is one of the most advanced and fascinating fields of data science, allowing computer technology to see as humans do and to represent...

Deep Learning Computer Vision

Supervised vs. Unsupervised Learning: What’s the Difference?

Of all the thousands of algorithms available for machine learning, or ML, the vast majority use one of three main branches of learning techniques. ...

Machine Learning Deep Learning

A Guide to Natural Language Processing for Text and Speech

While humans have been using language since we arose, a complete understanding of language is a lifelong pursuit that often comes short, even for...

Machine Learning spaCy NLP

What Is Reinforcement Learning and How Is It Used?

When you do something well, you’re rewarded. This simple principle has guided humans since the beginning of time, and now, more than ever before, it...

Reinforcement Learning Deep Learning

A Detailed Guide To Transfer Learning and How It Works

For data science teams working with inadequate data or too much data and not enough time or resources to process it, transfer learning can represent...

Machine Learning Deep Learning

A Guide to Machine Learning Model Deployment

Machine-learning (ML) deployment involves placing a working ML model into an environment where it can do the work it was designed to do. The process...

Model Management Model Monitoring Model Deployment

The Importance of Machine Learning Model Validation and How It Works

Model validation is a core component of developing machine learning or artificial intelligence (ML/AI). While it’s separate from training and...

Data Science Model Management Machine Learning Model Development

Machine Learning Model Training: What It Is and Why It’s Important

Training a machine learning (ML) model is a process in which a machine learning algorithm is fed with training data from which it can learn. ML...

Model Management Machine Learning Model Development

A Guide to Machine Learning Model

Machine learning is a subset of artificial intelligence (AI) that uses algorithms to learn from trends, data sets and certain behaviors. This process...

Machine Learning Model Production Model Development

How To Make Data-Driven Predictions with Predictive Modeling

When you hear words like machine learning (ML) or artificial intelligence (AI), one of the first things that comes to mind is correctly predicting...

Machine Learning Predictive Models

Machine Learning Modeling: How It Works and Why It’s Important

Models are the central output of data science, and they have tremendous power to transform companies, industries, and society. At the center of...

Model Management Model Technology Model Production Model Monitoring Model Evaluation Model Deployment Model Myth Model Delivery Model Context Model Governance Model Productivity

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