Fine-tuning vs. RAG: Tailoring Large Language Models with Different Strokes
Table Of Contents Introduction LLM Custom Fine Tuning Retrieval Augmented Generation (RAG) for LLMs A Deeper Dive into Costs: Fine Tuning vs. RAG The Brushstroke of Choice: Custom Fine Tuning vs. RAG Final Thoughts Introduction Large Language Models (LLMs) like Bard, ChatGPT,…
Unveiling the Power of Text Embeddings: A Pillar in Natural Language Processing
Table Of Contents Introduction Understanding Text Embeddings Importance of Text Embeddings Final Thoughts Introduction In the vast realm of Natural Language Processing (NLP), text embeddings have emerged as a fundamental and powerful tool, revolutionizing the way computers understand and process human language.…
Natural Language Processing’s Role in Large Language Models
Table Of Contents Understanding the Basics of NLP The Rise of Large Language Models (LLMs) NLP in LLMs: How It Works Impact of LLMs on Various Applications Challenges and Ethical Considerations Final Thoughts Natural Language Processing (NLP) has undergone a remarkable transformation…
Comparing Popular and Emerging Programming Languages for Data Analytics
Most Popular Data Analytics Languages There are several popular programming languages used in data analytics. Here, I will compare and contrast some of the most widely used ones: Each language has its strengths and weaknesses, and the choice of language depends on…
Popular Types of Deep Learning
Table Of Contents Types of Deep Learning Advantages of deep learning Disadvantages of deep learning Deep learning is a subset of machine learning that focuses on the development of artificial neural networks capable of learning and making decisions in a similar way…