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Flight Booking System in Django
This Flight Booking System is a Django-based web application developed as a UPDATEGADH. The application allows users to search for flights, book
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Advance College Management System in Django
The Advance College Management System is designed to streamline academic and administrative tasks within educational institutions.
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Update Gadh
Library Management System - A Complete Solution for Libraries
The Library Management System is a robust and feature-rich web application built using Python (Django) with SQLite as its database.
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Calorie Tracker Using Python
Calorie Tracker Using Python Many users struggle with traditional calorie-tracking apps due to their complexity and time-consuming input methods.
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COVID-19 Dashboard in Python with Source Code
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E-Commerce Website in PHP with MySQL
This E-Commerce Website Application is designed to provide an efficient platform for managing online product sales with admin control features.
What is the main advantage of using Batch Normalization in deep learning models?
Anonymous Quiz
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a) It reduces the need for GPUs
50%
b) It speeds up training and stabilizes learning
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c) It completely eliminates vanishing gradients
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d) It replaces the need for activation functions
Which technique is used to train AI models with limited labeled data by leveraging a large, unlabeled dataset?
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a) Supervised learning
67%
b) Semi-supervised learning
33%
c) Reinforcement learning
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d) Overfitting
What is the primary role of the "Softmax" function in a neural network?
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a) Convert continuous values into binary outputs
50%
b) Normalize output probabilities for multi-class classification
50%
c) Reduce overfitting in deep learning models
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d) Improve the efficiency of backpropagation
Which deep learning model architecture is widely used for Natural Language Processing (NLP)?
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50%
a) CNN
0%
b) RNN
50%
c) Transformer
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d) SVM
Which AI model is primarily used for generating human-like text in chatbots and virtual assistants?
Anonymous Quiz
0%
a) CNN
0%
b) LSTM
100%
c) GPT (Generative Pre-trained Transformer)
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d) Random Forest
What is the main purpose of the "Gradient Clipping" technique in deep learning?
Anonymous Quiz
0%
a) To increase the learning rate dynamically
100%
b) To prevent exploding gradients in neural networks
0%
c) To enhance the weight initialization process
0%
d) To remove the need for batch normalization
Which type of neural network is most suitable for time-series forecasting?
Anonymous Quiz
0%
a) CNN
100%
b) RNN
0%
c) GAN
0%
d) Autoencoder
Which technique is used in Transformers to handle long-range dependencies in text?
Anonymous Quiz
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a) Pooling
100%
b) Attention Mechanism
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c) Convolution
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d) Dropout
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COVID-19 Dashboard in Python with Source Code
The COVID-19 Dashboard is a powerful web application designed to visualize and analyze coronavirus data. Developed using Python and Django,
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E-Commerce Website in PHP with MySQL
This E-Commerce Website Application is designed to provide an efficient platform for managing online product sales with admin control features.
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Advanced Content Management System in Python Django with Source Code
Managing digital content effectively is crucial for businesses, organizations, and educational platforms. This Content Management System (CMS)
Which loss function is most commonly used for object detection tasks in AI?
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a) Mean Squared Error (MSE)
50%
b) Binary Cross-Entropy
50%
c) Huber Loss
0%
d) Intersection over Union (IoU) loss