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Offered By: IBM

Build LLM & Challenge it to complete lyrics for 80's songs

Unleash your inner lyricist and do a hands-on for creating AI-powered 80s songs with our guided project! Learn the art of text generation, NLP, and create rhymes that transport you back in time. Get ready to drop the mic with style!

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Guided Project

Python

96 Enrolled
4.5
(6 Reviews)

At a Glance

Unleash your inner lyricist and do a hands-on for creating AI-powered 80s songs with our guided project! Learn the art of text generation, NLP, and create rhymes that transport you back in time. Get ready to drop the mic with style!

This guided project is not just about learning technical skills; it's about exploring the intersection of technology and culture. It's an exciting journey that will equip you with the ability to create AI-powered lyrics that resonates with a specific era and style, and it lays the groundwork for deeper explorations into the world of NLP and LLMs. So, get ready to dive in and have fun while doing so!

A Look at the Project Ahead

  • Introduction to Language Modeling: This project offers an introduction to the fascinating field of language modeling. You'll get to explore how computers can understand and generate human-like text, which is a fundamental concept in natural language processing (NLP) and artificial intelligence.
  • Text Generation: You will learn how to build a text generator from scratch. In particular, you'll focus on creating lyrics inspired by the iconic style of the 80s. 
  • N-gram Models: You'll gain hands-on experience with N-gram models, which are the basis for many text generation and analysis tasks.
  • Neural Networks: As you progress in the project, you'll step into the world of neural networks. You'll build a feedforward neural network using PyTorch, a popular deep-learning framework. 
  • Natural Language Processing (NLP): Throughout the project, you'll engage in fundamental NLP tasks such as tokenization and sequence analysis. These are essential skills for working with text data and building language models.

What You'll Need

Prior to starting this guided project, learners should have a basic understanding of Python programming. The IBM Skills Network Labs environment comes pre-installed with necessary tools, eliminating the need for complex setup, making it accessible and convenient for all learners.

Estimated Effort

90 Minutes

Level

Intermediate

Skills You Will Learn

Deep Learning, PyTorch, Artificial Intelligence, Natural Language Processing, Python

Language

English

Course Code

GPXX0WSVEN

Released

September 27, 2023

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