curiousily/TensorFlow-on-Android-for-Human-Activity-Recognition-with-LSTMs

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curiousily/TensorFlow-on-Android-for-Human-Activity-Recognition-with-LSTMs

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iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android

TensorFlow on Android for Human Activity Recognition with LSTMs

Full explanation can be found in this blog post. The source code is compatible with TensorFlow 1.1

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Interested in deeper understanding of Machine Learning algorithms? Implement them in Python from scratch:

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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 using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

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Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

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iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data

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Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch

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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-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.

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Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, Fine-tuning Llama 3 & AI Agents (CrewAI)

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Streamlit application that leverages ChatGPT and LangChain to analyze tweet sentiment from selected Twitter authors.

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Tutorials on how to engineer Machine Learning projects using Deep Neural Networks with PyTorch and Python

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Write tweets with AI Agents (CrewAI) and LLMs (Llama 3, GPT-4o)

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Machine Learning examples for beginners showing how to use TensorFlow.js in the browser

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Use TensorFlow’s Object Detection model (COCO-SSD) to detect intruders from images and webcam feeds