2025 CASE STUDY | THE PERFECT CHATBOT
USEFUL LINKS
DESIGNED FOR IB EXAMINATIONS
DESIGNED FOR IB EXAMINATIONS
Towards Data Science - Understanding Transformers:
Google AI Blog - Machine Learning Fairness:
OpenAI - GPT-4:
Kaggle - Datasets for Natural Language Processing:
Coursera - AI For Everyone by Andrew Ng:
IBM - What is Cloud Computing?:
Microsoft AI School - Introduction to Machine Learning:
Ethics of AI by MIT Media Lab:
NVIDIA - GPU-Accelerated Machine Learning:
- Link: Understanding Transformers
- Description: This article provides an in-depth look at transformer neural networks, explaining their architecture and how they have revolutionized natural language processing tasks.
Google AI Blog - Machine Learning Fairness:
- Link: Machine Learning Fairness
- Description: This blog post discusses fairness in machine learning, including biases in datasets and strategies to ensure equitable AI systems.
OpenAI - GPT-4:
- Link: GPT-4 Overview
- Description: This page provides an overview of GPT-3, one of the most advanced large language models, explaining its capabilities and applications.
Kaggle - Datasets for Natural Language Processing:
- Link: Kaggle NLP Datasets
- Description: Kaggle offers a wide range of datasets for natural language processing tasks, which can be useful for training and improving chatbot models.
Coursera - AI For Everyone by Andrew Ng:
- Link: AI For Everyone
- Description: This course by Andrew Ng provides a comprehensive introduction to artificial intelligence, including ethical considerations and applications in various domains.
IBM - What is Cloud Computing?:
- Link: IBM Cloud Computing
- Description: This resource explains cloud computing fundamentals, including its benefits and how it can be used to scale AI applications like chatbots.
Microsoft AI School - Introduction to Machine Learning:
- Link: Introduction to Machine Learning
- Description: This introductory course covers the basics of machine learning, including key concepts, algorithms, and practical applications.
Ethics of AI by MIT Media Lab:
- Link: Ethics of AI
- Description: MIT Media Lab's project on the ethics of AI explores the moral implications of artificial intelligence and provides guidelines for responsible AI development.
NVIDIA - GPU-Accelerated Machine Learning:
- Link: GPU-Accelerated Machine Learning
- Description: NVIDIA's resource on GPU-accelerated machine learning explains how GPUs can be used to speed up AI tasks, particularly in deep learning and natural language processing.
