YoVDO

Project Walkthrough - AskFSDL - LLM Bootcamp

Offered By: The Full Stack via YouTube

Tags

LLM (Large Language Model) Courses Neural Networks Courses Data Cleaning Courses Embeddings Courses Gradio Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore a comprehensive project walkthrough of the "askFSDL bot," an LLM-powered Discord bot designed to answer questions about building applications with neural networks and LLMs. Dive into various aspects of the project, including software engineering tooling, data cleaning techniques, infrastructure setup using Modal, frontend development with Gradio and Discord integration, embeddings and ETL processes, and monitoring and improvement strategies using Gantry. Learn how to interact with the bot on Discord and access the GitHub repository for hands-on experience. Gain insights into creating AI-powered applications through this 42-minute video tutorial, which is part of the LLM Bootcamp series by The Full Stack.

Syllabus

SWE Tooling: make, precommit, etc
Data Cleaning
Infrastructure: Modal
Frontend: Gradio & Discord
Embeddings & ETL
Monitoring & Improvement: Gantry


Taught by

The Full Stack

Related Courses

Neural Networks for Machine Learning
University of Toronto via Coursera Good Brain, Bad Brain: Basics
University of Birmingham via FutureLearn Statistical Learning with R
Stanford University via edX Machine Learning 1—Supervised Learning
Brown University via Udacity Fundamentals of Neuroscience, Part 2: Neurons and Networks
Harvard University via edX