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. But what are the techniques for doing this? In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Feature Reduction, Principal Component Analysis (PCA), and t-SNE, explain how they relate to AI and why it’s important to know about them. Continue reading AI ...

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AI Use Case Series: AI in Smart Cities

AI Use Case Series: AI in Smart Cities

In this episode of AI Today, hosts Kathleen Walch and Ron Schmelzer explore how artificial intelligence is powering the evolution of smart cities. From traffic lights to energy grids, AI is helping ur...

2 Juli 202514min

AI Use Case Series: AI in Environmental Management

AI Use Case Series: AI in Environmental Management

In this episode of AI Today, hosts Kathleen Walch and Ron Schmelzer explore how artificial intelligence is being applied to one of humanity’s greatest challenges: protecting the environment. From cons...

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AI Use Case Series: AI in Mining

AI Use Case Series: AI in Mining

In this episode of AI Today, hosts Kathleen Walch and Ron Schmelzer dig into the transformative role of artificial intelligence in the mining industry. From underground safety to surface-level sustain...

18 Juni 202513min

AI Use Case Series: AI in Art & Design

AI Use Case Series: AI in Art & Design

In this episode of AI Today, hosts Kathleen Walch and Ron Schmelzer explore how artificial intelligence is reshaping the world of art and design. From generative art and music to personalized experien...

11 Juni 202514min

AI Use Case Series: AI in Architecture

AI Use Case Series: AI in Architecture

In this episode of AI Today, hosts Kathleen Walch and Ron Schmelzer explore how artificial intelligence is transforming the field of architecture. From design and material selection to project managem...

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AI Use Case Series: AI in Restaurant and Food Service Industry

AI Use Case Series: AI in Restaurant and Food Service Industry

In this episode of AI Today, hosts Kathleen Walch and Ron Schmelzer dive into the many ways artificial intelligence is reshaping the restaurant and food service industry. From back-of-house operations...

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AI Use Case Series: AI in Consumer Packaged Goods

AI Use Case Series: AI in Consumer Packaged Goods

In this episode of AI Today, hosts Kathleen Walch and Ron Schmelzer explore how artificial intelligence is revolutionizing the Consumer Packaged Goods (CPG) industry. From enhancing product developmen...

21 Maj 202513min

AI Use Case Series: AI in Travel and Hospitality [AI Today Podcast]

AI Use Case Series: AI in Travel and Hospitality [AI Today Podcast]

AI is significantly transforming the travel industry by enhancing customer experiences, optimizing operations, and personalizing services. In this episode hosts Kathleen Walch and Ron Schmelzer discus...

14 Maj 202513min

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