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AI-Bootcamp Public
Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, LangGraph, Fine-tuning Llama 3 & AI Agents (CrewAI)
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chefskiss Public
Local (with Ollama and Agent Development Kit) agent application for suggesting recipes based on user preferences and dietary restrictions
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ragbase Public
Completely local RAG. Chat with your PDF documents (with open LLM) and UI to that uses LangChain, Streamlit, Ollama (Llama 3.1), Qdrant and advanced methods like reranking and semantic chunking.
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Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoe…
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tweetcrafter Public
Write tweets with AI Agents (CrewAI) and LLMs (Llama 3, GPT-4o)
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LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and…
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Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-m…
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Streamlit app for scheduling habits and interacting with your schedule using ChatGPT and LangChain
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Streamlit application that leverages ChatGPT and LangChain to analyze tweet sentiment from selected Twitter authors.
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Build Deep Neural Network model in Keras and deploy a REST API to production with Flask on Google App Engine
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Reproducible-ML-with-DVC Public
Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC
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Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch
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iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android
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Tutorials on how to engineer Machine Learning projects using Deep Neural Networks with PyTorch and Python
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Customer churn prediction using Neural Networks with TensorFlow.js
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Build a Linear Regression model using TensorFlow.js and use to predict house prices
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Predict diabetes disease using a Logistic Regression with TensorFlow.js
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Tutorial on the basics of TensorFlow.js in the browser. Includes Tensors, visualization with tfjs-vis and building a simple model.
machine-learning tutorial deep-learning tensorflow tensorflow-tutorials visualizations tensorflow-jsJavaScript UpdatedSep 4, 2020 -
Use ReactJS and TensorFlow to suggest icons based on text in a ToDo list app
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Build a simple Convolutional Neural Network with TensorFlow.js and use it to classify images of Aliens and Predators
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Deep-Learning-For-Hackers Public
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencode…
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Be-a-Beast Public
The No BS guide to get strong, lose fat and build muscle
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Use TensorFlow’s Object Detection model (COCO-SSD) to detect intruders from images and webcam feeds
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Build a simple Neural Network model in TensorFlow.js to make a laptop buying decision. Learn why Neural Networks need activation functions and how should you initialize their weights.
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