Machine Learning

Object Detection on Custom Dataset with TensorFlow 2 and Keras using Python

Learn how to detect vehicle license plates in images using RetinaNet with Keras and TensorFlow 2 in Python

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Machine Learning

Time Series Anomaly Detection with LSTM Autoencoders using Keras in Python

Detect anomalies in S&P 500 closing prices using LSTM Autoencoder with Keras and TensorFlow 2 in Python

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Machine Learning

Time Series Classification for Human Activity Recognition with LSTMs in Keras

Learn how to classify human activity from accelerometer data with Keras and TensorFlow 2 in Python

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Machine Learning

Demand Prediction with LSTMs using TensorFlow 2 and Keras in Python

Learn how to predict demand from Multivariate Time Series data with Deep Learning

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Machine Learning

Time Series Forecasting with LSTMs using TensorFlow 2 and Keras in Python

Introduction to data preparation and prediction for Time Series forecasting using LSTMs

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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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