Creating Synthetic Data with Langchain and OpenAI for Data Science and Machine Learning
Create synthetic data using Langchain and OpenAI for machine learning applications. Learn techniques to generate realistic datasets for training and testing models.
Building Chatbots with LangChain and OpenAI
Construye chatbots avanzados utilizando LangChain y OpenAI. Aprende técnicas de procesamiento de lenguaje natural para crear asistentes virtuales inteligentes y personalizados.
Data Extraction with LangChain and OpenAI for Machine Learning and Data Science
Extraer información de fuentes no estructuradas utilizando LangChain y OpenAI para aprendizaje automático y ciencia de datos.
Langchain and OpenAI Document Summarization with Machine Learning
Explore document summarization using LangChain and OpenAI. Learn to implement efficient text condensation techniques for machine learning and data science applications.
Langchain and Llama2 Text Summarization Techniques
Explore text summarization techniques using Langchain and Llama2, with practical demonstrations and code examples for machine learning and AI applications.
NVIDIA NIM Integration with Langchain for RAG Q&A
Explore NVIDIA NIM integration with Langchain, creating a RAG Q&A system using Faiss for enhanced machine learning and data science applications.
Microsoft AI: Semantic Kernel C# SDK Integration with Ollama - Machine Learning and Data Science
Integrate Microsoft's Semantic Kernel C# SDK with Ollama, exploring Phi3 model and coding in C# for enhanced machine learning capabilities.
Microsoft AI: C# SDK Semantic Kernel - How to Use and Create Plugins
Explore Semantic Kernel's C# SDK: create custom plugins, utilize core plugins, and master prompt engineering for enhanced AI development.
Microsoft AI: Semantic Kernel SDK Integration with Hugging Face Models
Integrate Semantic Kernel with Huggingface models for text generation and summarization using GPT2 and T5-base. Explore practical implementation for machine learning tasks.
Converting BERT to ONNX and Inference with BERTTokenizer for C# - Machine Learning and Data Science
Convert Bert model to ONNX format and create a C# app using BERTTokenizer for inference with ONNX transformer models.
Prompt Engineering Techniques for Microsoft Phi3-mini 128k Instruct
Explore prompt engineering techniques for Microsoft Phi3-mini 128k Instruct, including zero-shot, few-shot, CoT, and RAG approaches.
Inside GPT - Large Language Models Demystified
Demystifying GPT algorithms: architecture, inner workings, and practical applications. Explore NLP fundamentals, train models, and learn to leverage ChatGPT and GPT4 for innovative solutions.
From RAG to RICHES - Retrieval Interlaced with Sequence Generation
Innovative AI approach integrating retrieval into sequence generation, simplifying RAG systems. Adapts to new tasks through prompting, supports multi-hop retrievals, and excels in Open Domain Question Answering.
Flux.1 Image-to-Image and LLM Prompt Enhancement in ComfyUI
Explore image-to-image composition control and AI-assisted prompt enhancement in ComfyUI, featuring Flux.1 workflows and LLM integration for improved image generation.
Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo
Explore advanced probabilistic inference techniques for language models using Twisted Sequential Monte Carlo, enhancing LLM capabilities and safety measures.
Text Summary Model with BERT
Explore BERT-based text summarization: task overview, algorithm implementation, and model weight importing for effective summary generation.
Computational Tools for Blockchain Forensics
Harness Wolfram Language for blockchain analysis, forensics, and visualization. Learn to read and write transactions, explore FTX token case study, and integrate with ChatGPT.
What Is ChatGPT Doing and Why Does It Work? - Episode 6
Explore the inner workings of ChatGPT and large language models, from word embedding to sentence generation, with insights on vector representation and randomness in AI-generated text.
What Is ChatGPT Doing? Training Neural Networks - Episode 4
Explore the inner workings of ChatGPT and large language models, covering neural network training, fine-tuning, reinforcement learning, and parameter optimization in this insightful discussion.
Understanding ChatGPT and Neural Networks for Human-Like Tasks
Explore the inner workings of ChatGPT and large language models, delving into neural networks, model fitting, and machine learning techniques for human-like tasks.
What Is ChatGPT Doing? Understanding Large Language Models - Episode 2
Explore the inner workings of ChatGPT and large language models, understanding their token-by-token generation process and the complexities behind their seemingly intelligent outputs.