Text Generation Courses and Certifications

Jay Alammar

The Unreasonable Effectiveness of RNNs - Article and Visualization Commentary

Explore the groundbreaking potential of RNNs in NLP through an insightful commentary on Karpathy's influential article, covering character-level models, visualizations, and their impact on modern AI.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Alan Turing Institute

Learning How to Learn Efficiently - Nando de Freitas, DeepMind

Explore efficient learning techniques for neural networks to solve multiple tasks with limited data, focusing on developing adaptable "prior" networks for rapid task-specific learning.

• YouTube
• 1 hour 45 minutes
• On-Demand
• Free Video

CAE in Cybersecurity Community

Automated Software Vulnerability Detection with Deep Learning for Natural Language Processing

Explore deep learning techniques for automated software vulnerability detection using natural language processing, covering data sets, pretraining, architecture, and results.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Paul G. Allen School

Natural Language Processing - Mark Riedl - Georgia Tech School of Interactive Computing

Explore AI-driven storytelling, focusing on neural text generation control and long-term knowledge retention. Discover challenges and applications in automated narrative creation and other NLP tasks.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Venelin Valkov

Alpaca & LLaMA - Can it Compete with ChatGPT?

Explore Stanford Alpaca's capabilities, learn inference techniques, and compare its performance to ChatGPT in this step-by-step tutorial on setting up and optimizing the model.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Yannic Kilcher

BLEURT - Learning Robust Metrics for Text Generation

Explora BLEURT, una métrica de evaluación basada en BERT para generación de texto, su preentrenamiento con datos sintéticos y su capacidad de modelar juicios humanos con pocos ejemplos.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Nicholas Renotte

Building an AI Rap God - Cloning a Rapper Using Machine Learning

Learn to create an AI-powered rap generator using Python, combining text generation, voice cloning, and lip-syncing technologies to produce custom rap performances.

• YouTube
• 28 minutes
• On-Demand
• Free Video

1littlecoder

OPT-175B Language Model Tutorial - GPT-3 Alternative Using Hugging Face

Learn about Meta AI's OPT-175B language model, including a live demo and hands-on coding for text generation using Hugging Face Transformers. Explore this open-source alternative to GPT-3.

• YouTube
• 22 minutes
• On-Demand
• Free Video

1littlecoder

BigScience BLOOM LLM - AI Text Generation Tutorial in Python

Learn to generate text using BLOOM, an open-source multilingual language model. Explore its capabilities, understand its significance, and get hands-on experience with Python coding in Google Colab.

• YouTube
• 23 minutes
• On-Demand
• Free Video

1littlecoder

AI Text Generation with GPT-2 - Fine-Tuning on Indian Food Recipes Dataset

Learn to fine-tune GPT-2 for custom text generation using Indian food recipes dataset. Explore aitextgen package, data preparation, and model training for creative AI-generated content.

• YouTube
• 20 minutes
• On-Demand
• Free Video

1littlecoder

Streamlit AI Text Generation Web App with GPT-2 Models

Build an AI text generation web app using Streamlit and GPT-2 models, leveraging aitextgen library for powerful and customizable text generation capabilities.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Aladdin Persson

Pytorch Text Generator With Character Level LSTM

Learn to build a character-level LSTM text generator in PyTorch, focusing on generating new baby names. Explore practical implementation of RNNs for creative text generation tasks.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Society for Industrial and Applied Mathematics

Generative AI: Disruptions and Implications for Institutions, Enterprises and Society

Explore the impact of generative AI on institutions, enterprises, and society. Learn about deployment, scalability, sustainability, and governance of this powerful technology.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Sam Witteveen

LLaMA2 Tokenizer and Prompt Tricks

Explore LLaMA2 tokenizer tricks, prompt engineering techniques, and JSON conversion strategies to enhance your language model interactions and outputs.

• YouTube
• 14 minutes
• On-Demand
• Free Video

James Briggs

Stoic Philosophy Text Generation with TensorFlow

Learn to build a RNN text generator using TensorFlow and Python, focusing on Stoic philosophy texts. Explore key components and techniques for creating AI-generated philosophical content.

• YouTube
• 31 minutes
• On-Demand
• Free Video