Choose optimal number of epochs to train a neural network in Keras

One of the critical issues while training a neural network on the sample data is Overfitting. When the number of epochs used to train a neural network model is more than necessary, the training model learns patterns that are specific to sample data to a great extent. This makes the model incapable to perform well on a new dataset. This model gives high accuracy on the training set (sample data) but fails to achieve good accuracy on the test set. In other words, the model loses generalization capacity by overfitting to the training data.

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How to iterate through Excel rows in Python?

In this article, we are going to discuss how to iterate through Excel Rows in Python. In order to perform this task, we will be using the Openpyxl module in python. Openpyxl is a Python library for reading and writing Excel (with extension xlsx/xlsm/xltx/xltm) files. The openpyxl module allows a Python program to read and modify Excel files.

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How to set the Location of CheckBox in C#?

The CheckBox control is the part of windows form which is used to take input from the user. Or in other words, CheckBox control allows us to select single or multiple elements from the given list. In CheckBox, you are allowed to set the coordinates of the upper-left corner of the checkbox control relative to the upper-left corner of its form using the Location property of the CheckBox.

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How to Run a Quick Network Scan with Nmap

Network Mapper, commonly known by its acronym Nmap, is an effective open-source network scanning and auditing tool. By default, Nmap comes with a wide range of tools and functionalities to perform host discovery, port scanning, operating systems and services, and versions. Nmap is quite capable and, at the same time, remains of the easiest cybersecurity and network auditing tools available.

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