Practical AI: Machine Learning, Data Science, LLM

AI's role in reprogramming immunity

Jun 28, 2022

48:48

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Highlights

AI Chapters

Episode notes

The Importance of Transfer Learning in Amunotherapy

03:02

When Should You Apply a I to a Problem?

03:41

Machine Learning - What Have You Learned About Machine Learning?

05:50

Introduction

2min

A Practical Ai

5min

Is the Data Going to Be the Next Data Revolution?

2min

How Does a Cell Work?

4min

Using Proteins to Identify Cell Types

2min

Is the Cell Really Energized to Kill a Budge of Tumors?

2min

The Immune System Is the Defense Industry for Your Body

5min

When Should You Apply a I to a Problem?

4min

The Importance of Transfer Learning in Amunotherapy

3min

10.

Using Transfer Learning in Natural Language Understanding

3min

11.

How Do You Approach Pre Training and Self Supervition for Biological Systems?

5min

12.

Machine Learning - What Have You Learned About Machine Learning?

6min

13.

Is It Really a Fully Controlled Drug?

6min

Drausin Wulsin, Director of ML at Immunai, joins Daniel & Chris to talk about the role of AI in immunotherapy, and why it is proving to be the foremost approach in fighting cancer, autoimmune disease, and infectious diseases.

The large amount of high dimensional biological data that is available today, combined with advanced machine learning techniques, creates unique opportunities to push the boundaries of what is possible in biology.

To that end, Immunai has built the largest immune database called AMICA that contains tens of millions of cells. The company uses cutting-edge transfer learning techniques to transfer knowledge across different cell types, studies, and even species.

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