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#Art & Design #Adobe #ChatGPT #GitHub

#Text Generation

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Santa Fe Institute

Large Language Models and the Changing Face of Computational Linguistics

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Explore the impact of Large Language Models on computational linguistics, discussing their transformative effects and future implications for language processing and understanding.
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1 Lesons
58 minutes
On-Demand
Free-Video
Simons Institute

Edit Distance Robust Watermarks - Beyond Substitution Channels in Language Models

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Delve into advanced watermarking techniques for language models, focusing on robust detection methods that withstand text modifications while maintaining cryptographic undetectability.
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1 Lesons
47 minutes
On-Demand
Free-Video
Simons Institute

Distortion-Free Mechanisms for Language Model Provenance - Watermarking and Training Independence

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Explore groundbreaking watermarking techniques and independence testing methods for language models, focusing on text generation provenance and model weight verification.
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1 Lesons
47 minutes
On-Demand
Free-Video
Ekoparty Security Conference

La AlquimIA de los Modelos de Lenguaje - De Datos Crudos a Oro Puro

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Explora conceptos básicos e intermedios para utilizar modelos de lenguaje más allá de ChatGPT, transformando datos crudos en valiosos resultados con la guía de una experta en IA y arte digital.
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1 Lesons
44 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Instalación y Uso de Ollama para Modelos de Lenguaje - Data Science y Machine Learning

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Aprende a instalar y utilizar Ollama, implementando modelos como Llama2 o Mistral 7B para generar texto, chatear y crear embeddings.
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1 Lesons
24 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Microsoft AI: Semantic Kernel SDK Integration with Hugging Face Models

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Integra Semantic Kernel SDK con modelos Huggingface para generación y resumen de texto usando GPT2 y T5-base. Explora text-generation, text2text-generation y summarization.
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1 Lesons
35 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

On the Evaluation of Generated Text SERPs

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Explore cutting-edge approaches to evaluating AI-generated search engine results pages (SERPs) and their effectiveness in modern information retrieval systems.
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1 Lesons
15 minutes
On-Demand
Free-Video
Great Learning

Creating Custom GPTs - Tutorial and Practical Applications

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Master the art of creating custom GPTs with this comprehensive tutorial, covering basics, advanced strategies, and practical applications for AI-driven communication.
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9 Lesons
28 minutes
On-Demand
Free-Video
1littlecoder

Streamlit AI Text Generation Web App with GPT-2 Models

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Build an AI text generation web app using Streamlit and GPT-2 models, leveraging aitextgen library for powerful and customizable text generation capabilities.
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1 Lesons
21 minutes
On-Demand
Free-Video
Web Monkey

Elementor AI - The Complete Tutorial

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Comprehensive guide on leveraging Elementor AI for generating images, text, containers, code, and website referencing, enhancing web design capabilities.
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1 Lesons
53 minutes
On-Demand
Free-Video
Data Science Conference

Retrieval Augmented Generation - Understanding Semantic Search and LLM-Based Text Generation

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Discover how Retrieval Augmented Generation (RAG) combines semantic search with LLM-based generation to enhance accuracy and reliability in AI responses, featuring practical implementations and tools.
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1 Lesons
31 minutes
On-Demand
Free-Video
Data Science Conference

The iPhone Moment of AI - Natural Language Processing and Generative AI Revolution

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Explore the transformative impact of Generative AI and NLP, from GPT-3's capabilities to practical applications in text generation and voice cloning, while addressing ethical considerations and corporate implementation.
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1 Lesons
51 minutes
On-Demand
Free-Video
Discover AI

Self-Reflective AI: Understanding Self-RAG Framework for Multi-AI-Agents

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Explore the innovative Self-RAG framework that enhances AI language models through self-reflection and intelligent retrieval mechanisms, improving accuracy and contextual relevance in text generation.
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1 Lesons
40 minutes
On-Demand
Free-Video
AI Bites

ChatGPT and Whisper API Tutorial - Building a Demo Application with Python

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Master ChatGPT's Python API capabilities through hands-on demonstrations of text completion, chat, image generation, and speech features, culminating in building a Streamlit demo application.
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12 Lesons
19 minutes
On-Demand
Free-Video
Discover AI

Fine-tuning T5 LLM for Text Generation and Summarization - Complete Tutorial

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Master T5 LLM fine-tuning techniques for text summarization through hands-on coding in Google Colab, using practical examples and real-time implementation with Hugging Face.
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1 Lesons
14 minutes
On-Demand
Free-Video
Discover AI

Building a FLAN-T5 XL Model GUI with Gradio in Google Colab - A Step-by-Step Tutorial

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Learn to build a Gradio GUI for FLAN-T5-XL model on Google Colab, enabling free text generation, summarization, and translation capabilities with minimal computational resources and step-by-step implementation.
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6 Lesons
12 minutes
On-Demand
Free-Video
UofU Data Science

Language Modeling - Fundamentals and Applications

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Master the fundamentals of language modeling, exploring statistical and neural approaches, probability distributions, and practical applications in natural language processing.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
Discover AI

Multi-Modal Transformer Agents Controlled by StarCoder - Building AI Systems Without LangChain

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Explore how StarCoder orchestrates multi-modal transformer agents on HuggingFace Hub, enabling seamless connections between audio, visual, and text transformers for advanced AI applications.
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1 Lesons
21 minutes
On-Demand
Free-Video
James Briggs

Using MPT-7B in Hugging Face and LangChain

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Explore MPT-7B LLM implementation in Hugging Face and LangChain, covering setup, initialization, tokenization, and text generation. Learn to leverage open-source models for AI applications.
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10 Lesons
19 minutes
On-Demand
Free-Video
Sam Witteveen

StarCoder - The LLM to Make You a Coding Star

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Explore StarCoder's advanced code generation capabilities, including continuous coding and gap-filling. Learn about its applications, versions, and impressive 8,000-token sequence length for enhanced coding assistance.
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7 Lesons
17 minutes
On-Demand
Free-Video
Krish Naik

Inside ChatGPT- Unveiling the Training Process of OpenAI's Language Model

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Explore the training process behind ChatGPT, including generative pretraining, supervised fine-tuning, and reinforcement learning through human feedback. Gain insights into AI language model development.
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5 Lesons
21 minutes
On-Demand
Free-Video
Venelin Valkov

Phi-2: Small Language Model Performance Tutorial - Google Colab with Python

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Explore Microsoft's Phi-2, a compact yet powerful language model outperforming larger counterparts. Learn its training methods and test capabilities in coding, math, reasoning, and data extraction using Google Colab.
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12 Lesons
28 minutes
On-Demand
Free-Video
Nicholas Renotte

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

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Learn to create an AI-powered rap generator using Python, combining text generation, voice cloning, and lip-syncing technologies to produce custom rap performances.
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1 Lesons
28 minutes
On-Demand
Free-Video
Aladdin Persson

Pytorch Text Generator With Character Level LSTM

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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.
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1 Lesons
29 minutes
On-Demand
Free-Video
1littlecoder

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

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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.
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1 Lesons
22 minutes
On-Demand
Free-Video
Venelin Valkov

Alpaca & LLaMA - Can it Compete with ChatGPT?

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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.
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10 Lesons
42 minutes
On-Demand
Free-Video
Jason West

ChatGPT vs Bard AI by Google - Surprising Results

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Comparative analysis of ChatGPT and Google's Bard AI, testing their capabilities with challenging prompts to reveal unexpected performance differences.
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1 Lesons
24 minutes
On-Demand
Free-Video
Micah Johns

Unlock the Power of OpenAI Playground - A Beginner's Guide

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Explore OpenAI Playground's text generation capabilities in this hands-on guide. Learn to create content, plan trips, write speeches, and generate quizzes using AI technology.
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10 Lesons
46 minutes
On-Demand
Free-Video
Sam Witteveen

LLaMA2 Tokenizer and Prompt Tricks

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Explore LLaMA2 tokenizer tricks, prompt engineering techniques, and JSON conversion strategies to enhance your language model interactions and outputs.
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6 Lesons
14 minutes
On-Demand
Free-Video
Yannic Kilcher

Typical Decoding for Natural Language Generation - Get More Human-Like Outputs From Language Models

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Explore typical sampling, a new decoding method for language models that balances high-probability and high-information outputs, resulting in more diverse and interesting generated text.
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13 Lesons
49 minutes
On-Demand
Free-Video
James Briggs

Stoic Philosophy Text Generation with TensorFlow

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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.
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1 Lesons
31 minutes
On-Demand
Free-Video
Alan Turing Institute

Learning How to Learn Efficiently - Nando de Freitas, DeepMind

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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.
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5 Lesons
1 hour 45 minutes
On-Demand
Free-Video
Prodramp

Bloom - Text Generation Large Language Model - LLM: Step by Step Implementation

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Step-by-step implementation of Bloom LLM for text generation in Google Colab, covering model setup, error handling, and result interpretation.
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17 Lesons
19 minutes
On-Demand
Free-Video
Paul G. Allen School

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

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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.
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38 Lesons
1 hour 3 minutes
On-Demand
Free-Video
CAE in Cybersecurity Community

Automated Software Vulnerability Detection with Deep Learning for Natural Language Processing

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Explore deep learning techniques for automated software vulnerability detection using natural language processing, covering data sets, pretraining, architecture, and results.
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10 Lesons
46 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

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

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Explore the impact of generative AI on institutions, enterprises, and society. Learn about deployment, scalability, sustainability, and governance of this powerful technology.
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1 Lesons
52 minutes
On-Demand
Free-Video
1littlecoder

Alternatives to OpenAI APIs for Building AI SaaS

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Explore alternative AI API solutions and open-source projects for hosting your own models, reducing reliance on OpenAI and building more reliable GPT wrappers for AI SaaS development.
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1 Lesons
24 minutes
On-Demand
Free-Video
Simons Institute

Tractable Control for Autoregressive Language Generation

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Explores using tractable probabilistic models to impose lexical constraints in autoregressive text generation, achieving state-of-the-art performance on constrained text generation benchmarks.
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1 Lesons
47 minutes
On-Demand
Free-Video
Great Learning

Complete Tutorial of Top Generative AI Tools - ChatGPT, GitHub Copilot, Claude, and Google Gemini

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Comprehensive guide to top Generative AI tools: ChatGPT, GitHub Copilot, Claude, and Google Gemini. Learn functionalities, applications, and limitations to unlock AI's creative potential across various domains.
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41 Lesons
4 hours 26 minutes
On-Demand
Free-Video
Serrano.Academy

Transformer Models: Understanding Their Architecture and Functionality - Part 3

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Demystifying Transformer models with visuals and examples, covering key concepts like attention mechanism, tokenization, embeddings, and fine-tuning for various NLP tasks.
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13 Lesons
44 minutes
On-Demand
Free-Video
Linux Foundation

Prompt Engineering with Watsonx - Workshop

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Aprenda técnicas de engenharia de prompts para otimizar modelos de linguagem, equilibrando inteligência e segurança. Exercícios práticos para dominar habilidades essenciais na interação com LLMs.
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1 Lesons
37 minutes
On-Demand
Free-Video
Venelin Valkov

GPT-4o API Deep Dive: Text Generation, Streaming, Vision, and Function Calling

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Explore GPT-4o's advanced capabilities in text generation, streaming, vision, and function calling. Learn to leverage the OpenAI API for enhanced AI-driven projects and applications.
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12 Lesons
22 minutes
On-Demand
Free-Video
NDC Conferences

In Prompts We Trust - Effective Prompt Design for Large Language Models

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Explore effective prompt design for Large Language Models, focusing on reducing uncertainties and achieving desired outputs through creative and meticulous techniques. Includes live prompt writing with audience input.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Alan Turing Institute

What is Generative AI - The Turing Lectures

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Explore generative AI's capabilities, applications, and controversies with Professor Mirella Lapata. Learn about text, image, speech, and music generation in this comprehensive overview of a rapidly evolving field.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Alan Turing Institute

The Turing Lectures - Addressing the Risks of Generative AI

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Exploring ethical challenges and societal impacts of generative AI, focusing on potential misuse, regulatory gaps, and strategies for responsible development and implementation.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Microsoft AI: Semantic Kernel SDK Integration with Hugging Face Models

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Integrate Semantic Kernel with Huggingface models for text generation and summarization using GPT2 and T5-base. Explore practical implementation for machine learning tasks.
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1 Lesons
31 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

Introduction to Generative AI Tools

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Explore generative AI tools and their applications in various fields. Gain insights into cutting-edge technologies shaping the future of artificial intelligence.
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1 Lesons
32 minutes
On-Demand
Free-Video

Machine Duping - Pwning Deep Learning Systems

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Explore techniques for exploiting vulnerabilities in deep learning systems, covering neural networks, convolutional networks, and recurrent neural networks, with a focus on practical attack methods.
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24 Lesons
51 minutes
On-Demand
Free-Video
EuroPython Conference

Deep Learning with PyTorch for Fun and Profit

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Explore practical deep learning applications using PyTorch, including style transfer, speech generation, and text generation. Learn about data preparation, hardware setup, and creating neural network models for creative projects.
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1 Lesons
45 minutes
On-Demand
Free-Video
MLCon | Machine Learning Conference

An Introduction to Natural Language Generation

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Explore natural language generation through real-world examples, deep learning techniques, and transformer models. Learn about word embeddings, BERT, GPT, and practical applications in various domains.
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18 Lesons
49 minutes
On-Demand
Free-Video
Jay Alammar

The Unreasonable Effectiveness of RNNs - Article and Visualization Commentary

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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.
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7 Lesons
29 minutes
On-Demand
Free-Video
Kevin Stratvert

Microsoft Copilot: A Comprehensive Guide to AI-Powered Productivity in Windows and Microsoft 365

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Master Microsoft's AI assistant across Windows and Microsoft 365 apps, from generating text and images to managing emails, creating presentations, and analyzing data - all through hands-on demonstrations and practical examples.
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14 Lesons
14 minutes
On-Demand
Free-Video
Data Science Conference

Transforming the Search Industry with LLMs Using Source Frontier

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Explore how Source Frontier technology enhances LLMs' capabilities by combining traditional search engine strengths with AI-powered content generation for more accurate and validated information retrieval.
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1 Lesons
20 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Utterance Generator Fast Tracks Chatbot Training

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Explore an utterance generator tool for efficient chatbot training, enhancing natural language understanding and streamlining development processes.
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1 Lesons
28 minutes
On-Demand
Free-Video
OpenUK

Synthetic Data for AI, and AI for Synthetic Data in Open Source

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Explore synthetic data generation for AI and its applications in open source, featuring live demos and discussions on biases and use cases.
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9 Lesons
29 minutes
On-Demand
Free-Video
OpenUK

Retrieve, Augment, Generate then Measure - How to Build Open Source AI

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Explore open-source AI development through the Retrieve, Augment, Generate, and Measure framework. Learn practical techniques for building AI systems using freely available tools and resources.
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1 Lesons
28 minutes
On-Demand
Free-Video
MLOps.community

Building Recommender Systems with Large Language Models

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Explore recent approaches to building recommender systems using LLMs, focusing on language understanding and generation templates for various recommendation tasks.
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1 Lesons
12 minutes
On-Demand
Free-Video
MLOps.community

Fine-Tuning LLMs: Helix for Text and Image AI Models

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Explore Helix for fine-tuning text and image AI using open-source models. Learn about challenges in creating a fine-tuning service platform from a software infrastructure expert.
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1 Lesons
14 minutes
On-Demand
Free-Video
DevConf

How to Win Friends and Influence LLMs with Prompt Engineering

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Master prompt engineering techniques to optimize large language model outputs for text and code tasks.
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1 Lesons
26 minutes
On-Demand
Free-Video
Prof. Ryan C. Cooper

Using, Reading, and Improving ChatGPT Integration Methods - ME3255

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Explore advanced ChatGPT integration techniques to enhance usage, comprehension, and optimization for improved AI-powered solutions.
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1 Lesons
27 minutes
On-Demand
Free-Video
Sam Witteveen

LongWriter: Generating Extended Text with Large Language Models

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Explore LongWriter: an innovative model for generating extensive text in a single pass, with demos, paper insights, and practical applications using various LLMs.
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9 Lesons
13 minutes
On-Demand
Free-Video
CodeEmporium

Generative AI - Explained

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Explore generative AI's unique features and how it differs from other AI buzzwords in this concise, informative video.
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1 Lesons
14 minutes
On-Demand
Free-Video
MattVidPro AI

GPT-4o Mini: Fast, Cheap, and Impressive AI Model - First Impressions

0 rewiews
Explore OpenAI's GPT-4o mini: a cost-effective, high-performance AI model for developers. Learn its capabilities, pricing, and potential impact on AI applications.
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10 Lesons
17 minutes
On-Demand
Free-Video
Yannic Kilcher

BLEURT - Learning Robust Metrics for Text Generation

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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.
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9 Lesons
32 minutes
On-Demand
Free-Video
Oxen

Understanding Text Generation Through Diffusion Models - From Theory to Implementation

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Dive into discrete diffusion modeling for text generation, exploring probability distributions, score-based modeling, and practical applications in generative AI that rival GPT-2's capabilities.
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11 Lesons
42 minutes
On-Demand
Free-Video
Oxen

Training LLMs with Diffusion Techniques - From Theory to Implementation

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Dive into implementing text generation using discrete diffusion modeling, covering implementation details from basic concepts to training scripts for creating GPT-2 competitive models.
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13 Lesons
45 minutes
On-Demand
Free-Video
OpenSource Connections

Measuring and Improving Retrieval in RAG Systems - Haystack US 2024

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Learn techniques to measure and enhance retrieval quality in RAG systems, exploring alternatives to human expert judgments and methods for tuning retrieval to improve generated responses.
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1 Lesons
32 minutes
On-Demand
Free-Video
USC Information Sciences Institute

Red Teaming Language Model Detectors with Language Models

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Explore strategies to compromise LLM detectors using synonym replacement and instructional prompts, revealing vulnerabilities in text detection systems and emphasizing the need for robust safeguards.
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1 Lesons
48 minutes
On-Demand
Free-Video
Google Cloud Tech

Boost Your Android App with Generative AI: Building the Next Generation of Apps

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Integrate generative AI capabilities into Android apps for text and image generation, and leverage Gemini Pro's advanced multimodal features for next-gen applications.
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1 Lesons
34 minutes
On-Demand
Free-Video
MLOps.community

Ghostwriter - AI Writing That Learns From You

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Explore AI-powered email writing that mimics your style and content. Learn how Ghostwriter learns from your past to create personalized, relevant emails effortlessly.
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1 Lesons
30 minutes
On-Demand
Free-Video
Google TechTalks

Foundation Models and Fair Use - Legal and Ethical Implications

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Explore legal and ethical implications of training foundation models on copyrighted material. Analyze fair use doctrine, potential risks, and technical mitigations for model development and deployment.
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1 Lesons
57 minutes
On-Demand
Free-Video
Google TechTalks

Robust Distortion-free Watermarks for Language Models

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Explore robust watermarking techniques for language models, focusing on edit-resistant methods that preserve text distribution. Learn about key-based protocols and their applications.
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1 Lesons
54 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Introduction to Retrieval Augmented Generation

0 rewiews
Explore Retrieval Augmented Generation (RAG), enhancing AI with external knowledge retrieval. Learn its importance, applications, implementation basics, and emerging trends in generative AI systems.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
VinAI

An Integrated Framework for Controllable Text Generation

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Explore an integrated framework for controllable text generation, addressing challenges in interpretability, data construction, and evaluation methods for natural language processing applications.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Getting Started with Generative Text and Fine-Tuning LLMs in Hugging Face

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Dive into practical LLM implementation using Hugging Face's transformers library, from basic text generation to efficient model fine-tuning techniques for customized applications.
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1 Lesons
1 hour 31 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Empowering Responsible Use of Large Language Models

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Explore watermarking techniques for text and models to identify AI-generated content and protect LLM intellectual property. Learn theoretical foundations and empirical evidence for responsible AI use.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
MICDE University of Michigan

Retrieval Augmented Generation (RAG) - Tutorial 4

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Explore Retrieval Augmented Generation (RAG) techniques to enhance AI models' knowledge and responses using external data sources, improving accuracy and relevance in various applications.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
UofU Data Science

Abstractive Summarization and Text Generation Evaluation

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Explore advanced techniques in abstractive summarization and learn effective methods for evaluating text generation outputs in natural language processing.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Exploring Text-to-Shape Display for Generative Shape-Changing Behaviors with LLMs

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Explore groundbreaking research on text-to-shape display technology and how large language models enable innovative shape-changing behaviors in user interface development.
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1 Lesons
16 minutes
On-Demand
Free-Video