The Role of an Industry 4.0 AI Specialist

Learn about what the responsibilities of an Industry 4.0 AI specialist are.

We'll cover the following

Overview
Initial conclusions

Let’s see how GPT-3 changes the role of AI specialists.

Overview

In short, the role of an Industry 4.0 developer is to become a cross-disciplinary AI expert. Developers, data scientists, and AI specialists will progressively learn more about linguistics, business goals, subject matter expertise, and more. An Industry 4.0 AI specialist will guide teams with practical cross-disciplinary knowledge and experience.

Human experts are mandatory in three domains when implementing transformers:

Morals and ethics: An Industry 4.0 AI expert ensures moral and ethical practices are enforced when implementing humanlike transformers. European regulations, for example, are strict and require that automated decisions be explained to the users when necessary. The US has anti-discrimination laws to protect citizens from automated bias.

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Course Introduction

Basics of Transformers

Architecture of the Transformer Model

Fine-Tuning BERT Models

Pretraining a RoBERTa Model from Scratch

Downstream NLP Tasks with Transformers

Machine Translation with the Transformer

The Rise of Transformers with GPT-3 Engines

Applying Transformers for AI Text Summarization

Matching Tokenizers and Datasets

Transformers for NLP—Exam 1

Semantic Role Labeling with BERT-Based Transformers

Your Data Speaks: Story, Questions, and Answers

Detecting Customer Emotions to Make Predictions

Analyzing Fake News with Transformers

Interpreting Black Box Transformer Models

From NLP to Task-Agnostic Transfomer Models

The Emergence of Transformer-Driven Copilots

Transformers for NLP—Exam 2

Conclusion

Appendix

The Role of an Industry 4.0 AI Specialist

Overview