Machine Learning

Time Series Anomaly Detection using LSTM Autoencoders with PyTorch in Python

Find abnormal heartbeats in patients ECG data using an LSTM Autoencoder with PyTorch

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Time Series Forecasting with LSTMs for Daily Coronavirus Cases using PyTorch in Python

Learn the basics of using LSTMs for Time Series forecasting with PyTorch in Python. Predict future Coronavirus daily cases using real-world data

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Machine Learning

Build Your First Neural Network with PyTorch

Learn how to create your own Neural Network using PyTorch

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Machine Learning

Face Detection on Custom Dataset with Detectron2 and PyTorch using Python

Fine-tune pre-trained object detection model on a custom face detection dataset

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Machine Learning

Getting Started with PyTorch

Quick and easy guide to the basics of PyTorch

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Machine Learning

Hacker's Guide to Fundamental Machine Learning Algorithms with Python

Overview of the most used Machine Learning algorithms in practice. When and how to use each one?

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Machine Learning

Hacker's Guide to Data Preparation for Machine Learning

Learn how to preprocess data for your models with Pandas and Scikit-learn in Python

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Machine Learning

Deploy a Keras Deep Learning Project to Production with Flask

Step-by-step guide to build Deep Neural Network model in Keras and deploy it as REST API with Flask & gunicorn on Google App Engine

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Machine Learning

Hacker's Guide to Hyperparameter Tuning

How to find good parameters for your Keras and scikit-learn models?

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Machine Learning

Hacker's Guide to Fixing Underfitting and Overfitting Models

How to fix your model when it is not making good predictions?

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