Let's build an insultbot

🤖 Course Title: Let's Build an Insultbot with TensorFlow.js TDM · Instructor: Jorge Guerra Pires
📅 Duration: [Your chosen duration] weeks
🚀 Course Description:

Why do we need this?

What You'll Learn:

• The basics of content moderation and its importance in online communities.
• How to implement a content moderation bot using TensorFlow.js - the powerful machine learning library that runs directly in your browser.
• Utilizing pretrained models to detect various types of content that should be moderated or removed.
• Understanding the nuances of AI-based sentiment analysis and how it can be applied to moderate content.
• Building a simple yet effective insult detection system using pattern recognition techniques.
• Exploring the use of Angular for creating dynamic, user-friendly frontends without the need for complex backend infrastructure.

Course Highlights:

• Ease of Use: TensorFlow.js allows you to leverage machine learning with minimal coding expertise.
• Cost-Effective: Unlike services like chatGPT, our approach is free and doesn't involve additional charges per API call.
• Real-World Application: Learn from a case study that demonstrates the application of these technologies in a real-world scenario.
• Hands-On Learning: Implement your knowledge by building your own insult detection system.
• Open Source Tools: Utilize Google's publicly available tools, TensorFlow.js and Angular, to create your moderation bot.

Who is this course for?

• Aspiring AI developers who want to contribute to content moderation systems.
• Developers looking to enhance their skills with TensorFlow.js and machine learning.
• Content moderators seeking to understand the technical aspects behind AI-driven moderation tools.
• Anyone interested in the ethical implications of AI and its role in maintaining online communities.

By the end of this course, you will:

• Have a functioning insult detection bot that you can deploy and use.
• Understand the challenges and considerations involved in building AI systems for content moderation.
• Gain insights into the ethical aspects of AI usage, especially in moderating online content.
• Be equipped with the knowledge to apply machine learning for practical applications, such as safeguarding online platforms against harmful content.

Join us on this journey to build a more responsible and safe digital future! 🚀🌐