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Time Series Forecasting using Recurrent Neural Networks (RNN) in TensorFlow
Last Updated: 09 April 2025
Time series data (such as stock prices) are sequence that exhibits patterns such as trends and seasonality. Each data point in a time series...read more
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U-Net Architecture Explained
Last Updated: 24 April 2025
U-Net is a widely used deep learning architecture that was first introduced in the "U-Net: Convolutional Networks for Biomedical Image Segme...read more
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Convolutional Neural Network (CNN) Architectures
Last Updated: 26 April 2025
Convolutional Neural Network(CNN) is a neural network architecture in Deep Learning, used to recognize the pattern from structured arrays. H...read more
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Epoch in Machine Learning
Last Updated: 03 April 2025
An epoch in machine learning represents one complete pass through the entire training dataset. It ensures that every data sample is used to ...read more
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Long short-term memory (LSTM) RNN in Tensorflow
Last Updated: 25 February 2025
Long Short-Term Memory (LSTM) where designed to address the vanishing gradient issue faced by traditional RNNs when learning long-term depen...read more
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Last Updated: 08 April 2025
Single Layer Perceptron is inspired by biological neurons and their ability to process information. To understand the SLP we first need to b...read more
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Stock Price Prediction Project using TensorFlow
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Stock price prediction is a challenging task in the field of finance with applications ranging from personal investment strategies to algori...read more
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Detecting Spam Emails Using Tensorflow in Python
Last Updated: 09 April 2025
Spam messages are unsolicited or unwanted emails/messages sent in bulk to users. Detecting spam emails automatically helps prevent unnecessa...read more
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Multi-Layer Perceptron Learning in Tensorflow
Last Updated: 05 February 2025
Multi-Layer Perceptron (MLP) is an artificial neural network widely used for solving classification and regression tasks. MLP consists of fu...read more
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CIFAR-10 Image Classification in TensorFlow
Last Updated: 20 September 2024
Prerequisites:Image ClassificationConvolution Neural Networks including basic pooling, convolution layers with normalization in neural netwo...read more
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Save and load models in Tensorflow
Last Updated: 08 April 2025
Training machine learning or deep learning model is time-consuming and shutting down the notebook causes all the weights and activations to ...read more
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Last Updated: 06 December 2022
The concept of Neural Networks is inspired by the neurons in the human brain and scientists wanted a machine to replicate the same process. ...read more
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How to Install Python Tensorflow in Windows?
Last Updated: 05 September 2022
Tensorflow is a free and open-source software library used to do computational mathematics to build machine learning models more profoundly ...read more
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Tensorflow | tf.data.Dataset.from_tensor_slices()
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