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#Hugging Face Transformers

Showing: 18 courses
James Briggs

Open Source LLM - Falcon 40B Chatbot in LangChain

1 rewiews
Learn to create a chatbot and conversational agent using Falcon 40B, the top open-source LLM, with Hugging Face Transformers and LangChain. Explore code generation, refactoring, and agent capabilities.
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8 Lesons
23 minutes
On-Demand
Free-Video
HuggingFace

Managed Training with Amazon SageMaker and Transformers

0 rewiews
Explore SageMaker and Hugging Face integration for efficient NLP model training, deployment, and optimization. Learn preprocessing, hyperparameter tuning, and model compression techniques.
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17 Lesons
25 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
Python Simplified

Learn Docker Quickly - Machine Learning Project for Beginners

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Hands-on Docker tutorial for beginners, covering containers, images, and Dockerfiles. Build a simple ML project using Huggingface Transformers and deploy to DockerHub.
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20 Lesons
26 minutes
On-Demand
Free-Video
Nicholas Renotte

Build a Simple Language Translation App Using Python for Beginners

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Learn to build a language translation app using Python, Hugging Face Transformers, and Gradio. Covers installation, text translation with deep learning, and creating a lightweight ML app interface.
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8 Lesons
20 minutes
On-Demand
Free-Video
Nicholas Renotte

Automate Stocks and Crypto Research with Python and Deep Learning - Full Python Project

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Learn to automate stock and crypto research using Python, web scraping, and deep learning. Build a pipeline to gather, summarize, and analyze financial news for various assets.
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17 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Nicholas Renotte

Generate Blog Posts with GPT2 and Hugging Face Transformers - AI Text Generation GPT2-Large

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Learn to generate blog posts using GPT2 and Hugging Face Transformers. Master text encoding, AI-powered content creation, and output decoding for efficient writing and content production.
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9 Lesons
21 minutes
On-Demand
Free-Video
Nicholas Renotte

Build a Deep Q&A Web App with Transformers and Anvil - Python Deep Learning App

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Learn to create a deep learning Q&A web app using Python, Transformers, and Anvil. Covers model loading, app development, integration, and deployment in a hands-on tutorial.
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12 Lesons
46 minutes
On-Demand
Free-Video
Chris Hay

Getting Started with AI Powered Q&A Using Hugging Face Transformers - HuggingFace Tutorial

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Learn to implement AI-powered Q&A using Hugging Face Transformers. Explore BERT, transfer learning, and practical coding with pre-trained models for your own data and solutions.
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9 Lesons
35 minutes
On-Demand
Free-Video
rupert ai

Hugging Face Transformers - The Basics - Practical Coding Guides - NLP Models (BERT/RoBERTa)

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Learn the basics of Hugging Face Transformers library, including installation, pre-defined pipelines, and implementing models in PyTorch. Explore tokenization, attention masks, and model outputs in this practical coding guide.
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10 Lesons
30 minutes
On-Demand
Free-Video
Nicholas Renotte

Sentiment Analysis with BERT Neural Network and Python

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Learn to perform sentiment analysis using BERT and Python. Scrape Yelp reviews, calculate sentiment scores, and leverage pre-trained models for efficient NLP tasks. Ideal for those interested in advanced text analysis techniques.
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10 Lesons
32 minutes
On-Demand
Free-Video
Nicholas Renotte

AI Blog Post Summarization with Hugging Face Transformers and Beautiful Soup Web Scraping

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Learn to automate blog post summarization using AI-powered tools. Scrape web content, process text, and generate concise summaries with Hugging Face Transformers and Beautiful Soup in Python.
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8 Lesons
33 minutes
On-Demand
Free-Video
1littlecoder

Real-Time Live Speech-to-Text - Streaming ASR Gradio App with Hugging Face Tutorial

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Build a real-time speech-to-text app using Hugging Face Transformers and Gradio. Learn to implement live audio transcription with Facebook's Wav2Vec2 model in this hands-on tutorial.
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5 Lesons
23 minutes
On-Demand
Free-Video
1littlecoder

Topic Modelling with BERTopic - Applied NLP Tutorial

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Learn topic modeling with BERTopic, extract insights from Kaggle notebooks, and create interactive visualizations. Master applied NLP techniques using transformers and c-TF-IDF for interpretable, dense topic clusters.
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10 Lesons
26 minutes
On-Demand
Free-Video
James Briggs

Llama 2 in LangChain - First Open Source Conversational Agent

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Explore Llama 2, the top open-source LLM, in LangChain. Learn to implement a 70B parameter chat model using Hugging Face and create a conversational agent with practical examples.
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12 Lesons
27 minutes
On-Demand
Free-Video
James Briggs

Table Question-Answering with TAPAS in Python

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Learn to implement table question-answering using TAPAS in Python, covering retrieval pipelines, dataset preprocessing, and advanced aggregation queries with Hugging Face transformers and Pinecone vector database.
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11 Lesons
20 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Document Summarization: Langchain Summarization Chains, Clustering and LLMs

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Explore document summarization using Langchain, Hugging Face Transformers, and clustering techniques for efficient text analysis and insights.
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1 Lesons
55 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Converting T5 Large Models to ONNX Format and 8-bit Quantization with MLflow and Optimum

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Master model optimization techniques by converting T5 Large to ONNX format and implementing 8INT quantization using Hugging Face Transformers Optimum, with MLflow integration for text summarization tasks.
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1 Lesons
48 minutes
On-Demand
Free-Video