NLG OpenAI GPT-3: How to Setup Easily NOW jbower, February 14, 2023April 23, 2023 This article assumes you have already created an account with OpenAI. Once you have done that you should be able to create your API key. You will need this API key to start doing the really cool things that OpenAI GPT-3 is capable of. I would suggest starting with some… Continue Reading
Books The Elements of Statistical Learning: Data Mining, Inference, and Prediction – Book Review jbower, February 8, 2023April 21, 2023 This book is really a great foundational book if you’re interested in machine learning. If you want to learn about all of the different machine learning tools that are out there, without getting bogged down in the mathematical details, then this book is for you. The authors do a great… Continue Reading
Python How to Install Conda and Miniconda3 on Ubuntu 22.04 LTS jbower, February 8, 2023April 21, 2023 This morning I find myself working on a new data mining project that relies on Conda. I ran into a few issues along the way and decided to write this up. My pain is your gain! Next I visited https://docs.conda.io/en/latest/miniconda.html#linux-installers to find the correct installer for my version of Python… Continue Reading
NLP Most Popular Word Embedding Techniques for the Win jbower, February 2, 2023April 21, 2023 Introduction Word embeddings techniques are a type of representation for natural language processing tasks in machine learning. They map words or phrases from a vocabulary to high-dimensional vectors, capturing semantic and syntactic relationships between the words. What are Word Embedding Techniques? Word embedding techniques represent words in a high-dimensional vector… Continue Reading