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GBlog
Three 90 Challenge: Bigger and Better
As we transit into the new phase, it's essential to fuel our inner drive for success. On popular demand, GeeksforGeeks is happy to announce that we are back with the Thre...
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How To Catch A Keyboardinterrupt in Python
In Python, KeyboardInterrupt is a built-in exception that occurs when the user interrupts the execution of a program using a keyboard action, typically by pressing Ctrl+C....
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Python
Python Programs
Picked
Python Errors
React Redux Hooks: useSelector and useDispatch.
State management is a major aspect of building React applications, allowing users to maintain and update application state predictably. With the introduction of React Hook...
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Web Technologies
Redux
ReactJS
React-Hooks
What Are the Possible Approaches to Fixing Overfitting on a CNN?
Answer: To fix overfitting on a CNN, use techniques such as adding dropout layers, implementing data augmentation, reducing model complexity, and increasing training data....
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Machine Learning
Machine Learning Questions
Machine Learning Algorithms for 2D Data?
Answer: Common ML algorithms for 2D data include K-Nearest Neighbours, Support Vector Machines, Decision Trees, and Convolutional Neural Networks.Machine learning algorith...
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Machine Learning
Machine Learning Questions
What Is the Right Approach for Text-Classification Problems?
Answer: Preprocess text, select a suitable model (e.g., Naive Bayes, SVM, deep learning), train, evaluate, and iterate for optimization.Text classification is a pivotal ta...
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Machine Learning
Machine Learning Questions
Why Do We Pick Random Features in Random Forest?
Answer: We pick random features in a Random Forest to increase diversity among the trees, reducing overfitting and improving model robustness.In Random Forest, the selecti...
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Machine Learning
Machine Learning Questions
Can I Use Unsupervised Learning Followed by Supervised Learning?
Answer : Yes, you can use unsupervised learning to discover patterns or features and then apply supervised learning for prediction or classification tasks.Combining unsupe...
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Machine Learning
Machine Learning Questions
Accuracy and Loss Don't Change in CNN. Is It Over-Fitting?
Answer : No, if accuracy and loss don't change, it's more indicative of underfitting or learning issues, not overfitting.When training a Convolutional Neural Network (CNN)...
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Machine Learning
Machine Learning Questions
React Chakra UI Form Switch
Chakra UI Form Switch is a component provided by Chakra UI for creating toggle switches in React applications. It is an alternative to checkboxes, allowing users to switch...
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Web Technologies
Picked
ReactJS
Chakra UI
What is the greatest weakness of binary search?
Binary search is a highly efficient search algorithm that works by repeatedly dividing a sorted array in half until the target element is found. While binary search is gen...
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Binary Search
Searching
DSA
Data Structures and Algorithms-QnA
Is Overfitting a Problem in Unsupervised Learning?
Answer : Yes, overfitting can occur in unsupervised learning when the model captures noise or irrelevant details in the data instead of the underlying structure.Overfittin...
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Machine Learning
Machine Learning Questions
How to Make a CNN Predict a Continuous Value?
Answer : To make a CNN predict a continuous value, use it in a regression setup by having the final layer output a single neuron with a linear activation function.Convolut...
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Machine Learning
Machine Learning Questions
How to create Breadcrumb Navigation Using React ?
Breadcrumbs are useful in navigation and provide users with links representing their path through a website or application. In this tutorial, we'll create a simple e-comme...
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Web Technologies
React-Questions
ReactJS
What GPU Size Do I Need to Fine Tune BERT Base Cased?
Answer : At least 16GB of VRAM is recommended for fine-tuning BERT Base Cased.Fine-tuning BERT Base Cased requires careful consideration of the GPU size due to the model's...
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Machine Learning
Machine Learning Questions
Encoding Before vs After Train_Test_Split?
Answer: Encode after train_test_split to prevent data leakage and ensure the model generalizes well to unseen data.When preparing data for machine learning models, the tim...
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Machine Learning
Machine Learning Questions
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