Keras

Machine Learning

Intent Recognition with BERT using Keras and TensorFlow 2

Learn how to fine-tune a pre-trained BERT model for text classification

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Machine Learning

Sentiment Analysis with TensorFlow 2 and Keras using Python

Learn how to detect sentiment in hotel reviews using embeddings. Build and train a Deep Neural Network for text classification.

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Machine Learning

Image Data Augmentation for TensorFlow 2, Keras and PyTorch with Albumentations in Python

Learn how to augment image data for Image Classification, Object Detection, and Image Segmentation

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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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