Data Science Dojo

AUGUST 28, 2023

Development to production workflow LLMs Large Language Models (LLMs) represent a novel category of Natural Language Processing (NLP) models that have significantly surpassed previous benchmarks across a wide spectrum of tasks, including open question-answering, summarization, and the execution of nearly arbitrary instructions.

Exploratory Data Analysis 195

Exploratory Data Analysis Data Preparation Machine Learning Machine Learning 195

Towards AI

AUGUST 16, 2023

Therefore, I thought it would be helpful to give a complete description of the AI engineering process or AI Process, which is described in most AI/ML textbooks [5][6]. What is AI Artificial intelligence (AI) focuses on the design and implementation of intelligent systems that perceive, act, and learn in response to their environment.

AI 81

AI AI Machine Learning Machine Learning 81

Heartbeat

MAY 29, 2023

LLMs are one of the most exciting advancements in natural language processing (NLP). We will explore how to better understand the data that these models are trained on, and how to evaluate and optimize them for real-world use. LLMs rely on vast amounts of text data to learn patterns and generate coherent text.

Machine Learning 78

Machine Learning Machine Learning Natural Language Processing Data Preparation 78