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 Defense [AI Today Podcast]

AI Use Case Series: AI in Defense [AI Today Podcast]

From autonomous systems to advanced cybersecurity, AI is revolutionizing defense in ways we never imagined. In this episode of AI Today hosts Kathleen Walch and Ron Schmelzer discuss how AI is being a...

29 Jan 202523min

AI Use Case Series: AI in Energy [AI Today Podcast]

AI Use Case Series: AI in Energy [AI Today Podcast]

When it comes to AI, the topic of energy is quickly becoming a point of discussion. It’s no surprise that AI is energy hungry, whether we’re using that energy to train complicated AI models or respond...

22 Jan 202510min

AI Use Case Series: AI in Transportation [AI Today Podcast]

AI Use Case Series: AI in Transportation [AI Today Podcast]

In this episode of AI Today hosts Kathleen Walch and Ron Schmelzer discuss various ways that AI is being used in transportation. Continue reading AI Use Case Series: AI in Transportation [AI Today Pod...

15 Jan 202512min

AI Use Case series: AI in Manufacturing [AI Today Podcast]

AI Use Case series: AI in Manufacturing [AI Today Podcast]

AI is being used in every industry and manufacturing is no exception. In this episode of AI Today hosts Kathleen Walch and Ron Schmelzer discuss how AI is being used in manufacturing. We discuss how ...

8 Jan 202513min

AI Use Case Series: AI in Retail [AI Today Podcast]

AI Use Case Series: AI in Retail [AI Today Podcast]

AI is revolutionizing the retail industry by enhancing customer experience, optimizing operations, and driving innovation. In this episode of AI Today hosts Kathleen Walch and Ron Schmelzer discuss th...

1 Jan 202513min

AI Use Case Series: AI and Customer Experience [AI Today Podcast]

AI Use Case Series: AI and Customer Experience [AI Today Podcast]

The experiences that customers are important. In this episode of AI Today hosts Kathleen Walch and Ron Schmelzer discuss how AI is being used to enhance the customer experience. We discuss how brands ...

25 Des 202412min

AI Use Case Series: AI in Healthcare [AI Today Podcast]

AI Use Case Series: AI in Healthcare [AI Today Podcast]

AI is having an impact on just about every industry. In this episode of AI Today hosts Kathleen Walch and Ron Schmelzer discuss the impact of AI is healthcare. From streamlining operations to enhancin...

18 Des 202415min

AI Use Case Series: AI in Construction [AI Today Podcast]

AI Use Case Series: AI in Construction [AI Today Podcast]

The construction industry is increasingly using AI in a range of ways. In this episode of AI Today hosts Kathleen Walch and Ron Schmelzer discuss how AI is being applied in a number of ways. Design an...

11 Des 202413min

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