How to Reduce Variance in a Final Machine Learning Model

A final machine learning model is one trained on all available data and is then used to make predictions on new data. A problem with most final models is that they suffer variance in their predictions. This means that each time you fit a model,…

11 Classical Time Series Forecasting Methods in Python (Cheat Sheet)

Machine learning methods can be used for classification and forecasting on time series problems. Before exploring machine learning methods for time series, it is a good idea to ensure you have exhausted classical linear time series forecasting methods. Classical time series forecasting methods may be…

Artificial Intelligence Device Identifies Objects at the Speed of Light

… “training” used a branch of artificial intelligence called deep learning, in which … are commonly used tests in artificial intelligence studies. To do that, they … camera lens works, but using artificial intelligence instead of physics. Because its … VISIT THE SOURCE ARTICLE Author:

Statistics for Machine Learning (7-Day Mini-Course)

Statistics for Machine Learning Crash Course. Get on top of the statistics used in machine learning in 7 Days. Statistics is a field of mathematics that is universally agreed to be a prerequisite for a deeper understanding of machine learning. Although statistics is a large…

How to Code the Student’s t-Test from Scratch in Python

Perhaps one of the most widely used statistical hypothesis tests is the Student’s t test. Because you may use this test yourself someday, it is important to have a deep understanding of how the test works. As a developer, this understanding is best achieved by…

Can artificial intelligence sell cars? Auto industry explores new tech frontiers

RALEIGH – Can artificial intelligence be used to sell cars? … this week at the Automotive Intelligence Summit in Raleigh, where C-suite … to discuss how data analytics, artificial intelligence, blockchain and other technologies are … VISIT THE SOURCE ARTICLE Author:

Artificial Intelligence, ‘Virtual Biopsies’ May Be The Future Of Understanding Brain Tumors

BOSTON (CBS) — Artificial intelligence is being used increasingly in … . The key is artificial intelligence. “In broad terms, artificial intelligence is our ability to … be able to use this artificial intelligence technology to help patients like … VISIT THE SOURCE ARTICLE Author:

Artificial intelligence to understand volcanic eruptions

… Institute of Technology used an artificial intelligence program termed a Convolutional Neural … deep, feed-forward artificial neural network. This form of artificial intelligence is best equipped … the artificial intelligence presents an advantage. Trials so far with the artificial intelligence platform … VISIT THE…