AI Today Podcast: An Overview of the Data Labeling Market
AI Today Podcast12 Jan 2022

AI Today Podcast: An Overview of the Data Labeling Market

In order for many machine learning algorithms to be trained, especially supervised learning algorithms, they need to be fed relevant data along with the desired meaning of the data. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer provide an overview of the data labeling market, what “ground truth” labeling is, the different data labeling and annotation needs, and data labeling and annotation use cases. Continue reading AI Today Podcast: An Overview of the Data L...

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AI Today Podcast: AI Glossary Series – Backpropagation, Learning Rate, and Optimizer

AI Today Podcast: AI Glossary Series – Backpropagation, Learning Rate, and Optimizer

Backpropagation was one of the innovations by Geoff Hinton that made deep learning networks a practical reality. But have you ever heard of that term before and know what it is at a high level? In thi...

26 Apr 202311min

AI Today Podcast: AI Glossary Series – Loss Function, Cost Function and Gradient Descent

AI Today Podcast: AI Glossary Series – Loss Function, Cost Function and Gradient Descent

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Loss Function, Cost Function and Gradient Descent, explain how these terms relates to AI and why it’s im...

21 Apr 202312min

AI Today Podcast: AI Glossary Series- Hidden Layer and Deep Learning

AI Today Podcast: AI Glossary Series- Hidden Layer and Deep Learning

Deep Learning is powering this current wave of AI interest. But do you really know what Deep Learning is? In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the term...

19 Apr 202312min

AI Today Podcast: AI Glossary Series – Perceptron

AI Today Podcast: AI Glossary Series – Perceptron

The Perceptron was the first artificial neuron. The theory of the perceptron was first published in 1943 by McCulloch & Pitts, and then developed in 1958 by Rosenblatt. So yes, this was developed in t...

14 Apr 202312min

AI Today Podcast: AI Glossary Series – Bias, Weight, Activation Function, Convergence, and ReLU

AI Today Podcast: AI Glossary Series – Bias, Weight, Activation Function, Convergence, and ReLU

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Bias, Weight, Activation Function, Convergence, and ReLU and explain how they relate to AI and why it’s ...

12 Apr 202313min

AI Today Podcast: AI Glossary Series – (Artificial) Neural Networks, Node (Neuron), Layer

AI Today Podcast: AI Glossary Series – (Artificial) Neural Networks, Node (Neuron), Layer

If we can replicate neurons and how they are connected, can we replicate the behavior of our brains? In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms (Ar...

7 Apr 202313min

AI Today Podcast: AI Glossary Series –  Feature Reduction, Principal Component Analysis (PCA), and t-SNE

AI Today Podcast: AI Glossary Series – Feature Reduction, Principal Component Analysis (PCA), and t-SNE

For a number of reasons, it can be important to reduce the number of variables or identified features in input training data so as to make training machine learning models faster and more accurate. Bu...

5 Apr 202310min

AI Today Podcast: AI Glossary Series – Feature and Feature Engineering

AI Today Podcast: AI Glossary Series – Feature and Feature Engineering

For time-consuming parts of the machine learning workflow people often look for tricks and techniques to help speed up the process. In this episode of the AI Today podcast hosts Kathleen Walch and Ron...

31 Mars 202311min

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