How to Start Building Projects with LLMsIf you’re an aspiring AI professional, becoming an LLM engineer offers an exciting and promising career path. But where should you start? What should your trajectory look like? How should you learn? In one of my previous posts, I laid out the complet...Sep 30, 2024 · 12 min readfreecodecamp.org
What to Know Before Taking Google's Machine Learning or Data Science CourseWhether you decide to take Andrew Ng’s Machine Learning and Deep Learning course on YouTube or any Data Science bootcamp, you will need a certain degree of mathematical and statistical knowledge. This will not only help you understand basic ML/DS con...Oct 27, 2021 · 7 min readfreecodecamp.org
How to Train BPE, WordPiece, and Unigram Tokenizers from Scratch using Hugging FaceIf you've had some experience with NLP, you probably know that tokenization is at the helm of any NLP pipeline. Tokenization is often regarded as a subfield of NLP but it has its own story of evolution. And now it underpins many state-of-the-art NLP ...Oct 18, 2021 · 10 min readfreecodecamp.org
The Evolution of Tokenization – Byte Pair Encoding in NLPNatural Language Processing may have come a little late to the AI game, but companies like Google and OpenAI are working wonders with NLP techniques these days. These companies have released state-of-the-art language models like BERT and GPT-2 and GP...Oct 5, 2021 · 12 min readfreecodecamp.org
Use Python, SpaCy, and Streamlit to Build a Structured Financial NewsfeedOne of the very interesting and widely used applications of Natural Language Processing is Named Entity Recognition (NER). Getting insights from raw and unstructured data is of vital importance. Uploading a document and getting the important bits of ...Sep 23, 2021 · 10 min readfreecodecamp.org
