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Naveen
📅 Last Updated: 12 Dec, 2024
LightGBM: A High-Performance Gradient Boosting Framework for Machine Learning
LightGBM, an open-source gradient boosting framework, provides swift and accurate solutions for various machine learning applications. Developed by Microsoft Research,...
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Naveen
📅 Last Updated: 12 Dec, 2024
XGBoost: The Decision Tree-Based Ensemble Machine Learning Algorithm
XGBoost is a data science algorithm that has revolutionized predictive modeling. Created in 2013 by Tianqi Chen and Guodong Ji,...
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Naveen
📅 Last Updated: 12 Dec, 2024
What is Stop word in NLP?
Stop words are the most common words in any language that do not carry any meaning and are usually ignored...
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Naveen
📅 Last Updated: 12 Dec, 2024
Difference between Computer Vision and Machine Learning?
Computer Vision Computer vision is a newer and more advanced technology than machine learning, which researchers started developing in the...
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Naveen
📅 Last Updated: 12 Dec, 2024
Difference between Logistic Regression and Support Vector Machine?
When working on classification tasks, it is important to comprehend the disparities between logistic regression and support vector machine (SVM),...
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Naveen
📅 Last Updated: 12 Dec, 2024
Difference between Linear Regression and Logistic Regression?
Linear regression and logistic regression are two of the most commonly used statistical techniques in machine learning and data analysis....
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Naveen
📅 Last Updated: 12 Dec, 2024
Ensemble Methods for Machine Learning: A Comprehensive Guide
Machine learning is a field that uses algorithms to analyze data and learn from it to make predictions and decisions....
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Naveen
📅 Last Updated: 12 Dec, 2024
How can Blockchain Improve Computer Vision Systems?
Blockchain technology is a decentralized ledger that records transactions. It is also a distributed database that can be used to...
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Naveen
📅 Last Updated: 12 Dec, 2024
What are the Different Applications of NLP in the Real World?
NLP is a branch of artificial intelligence. It is used to analyze and understand human language. NLP has many applications...
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Naveen
📅 Last Updated: 12 Dec, 2024
What is precision, Recall, Accuracy and F1-score?
Precision, Recall and Accuracy are three metrics that are used to measure the performance of a machine learning algorithm. The...
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Naveen
📅 Last Updated: 12 Dec, 2024
What is bias and variance in Machine Learning?
When we talk about modeling, it’s important to understand the way models deal with errors (bias and variance). There are...
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Naveen
📅 Last Updated: 12 Dec, 2024
Interesting applications of blockchain in ML and NLP?
In recent years, the blockchain has been used to track and store information on a variety of applications. It can...
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