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Author: Amit Singh

GUI Options in implementation of Neural Networks

February 23, 2024
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| AI, Neural Networks
GUI in Neural Networks

When it comes to implementing neural networks using TensorFlow, there are several options available, including both command-line interfaces (CLIs) and graphical user interfaces (GUIs). Let’s explore some of the most popular ones: Remember that while GUIs can be helpful for visualization and exploration, understanding the underlying code and concepts is essential for building robust neural networks. Choose the approach…

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सिद्ध चौपाइयां v1 : रामायण की चमत्कारी चौपाईयां

January 21, 2024
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| Religious, Sahitya
सिया और राम

सिद्ध चौपाइयाँ प्रत्येक दिन सुनने से हमारा मन शांत होता है। पूरे दिन की ऊर्जा मिलती है। भागदौड़ भरी ज़िंदगी में 20 मिनट प्रभु में ज़रूर लगाएं। आपके सभी संकट, दुख, दर्द प्रभु श्री राम हर लेते हैं। सिय राम मय सब जग जानी, करहु प्रणाम जोरी जुग पानी। “सिय राम मय सब जग जानी” इसका अर्थ है कि…

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plagiarism prevention techniques & softwares

December 23, 2023
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| Learnings
Plagiarism is the act of using someone else’s words or ideas without giving proper credit.

Plagiarism prevention techniques involve a combination of strategies, tools, and practices that help individuals, educators, and organizations detect and prevent plagiarism. Here are some effective plagiarism prevention techniques: By implementing these plagiarism prevention techniques, educators and institutions can foster a culture of academic integrity and original thought, helping students develop essential skills for success in their academic and professional…

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Neural Networks – Basics

December 23, 2023
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| AI, IT, Machine Learning
Neural Networks

Neural networks have many applications in artificial intelligence, including image and speech recognition, natural language processing, recommendation systems, and autonomous vehicles. They are particularly useful for tasks that involve complex patterns, such as recognizing objects in images or understanding natural language.

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Research methodology for a PhD 

December 23, 2023
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| Learnings

Research methodology for a PhD refers to the systematic and structured approach that a student chooses to conduct their research investigation. It includes the methods, techniques, and tools used to collect, analyze, and interpret data in order to answer the research question or hypothesis. The choice of research methodology depends on the nature of the research problem, the field…

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Beyond the Line: How Activation Functions Unlock Complex Learning in Neural Networks

May 21, 2021
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| Neural Networks

Here are some of the most famous activation functions used in neural networks, along with their advantages and disadvantages: 1. Sigmoid Function: Output: Ranges between 0 and 1 (squashes the input values between 0 and 1). Advantages: Smooth output, making it suitable for modeling probabilities (often used in output layer for binary classification). Well-behaved gradients for backpropagation (a technique…

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