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Machine Learning

gradient boosting algorithms in machine learning
Posted inMachine Learning

Gradient Boosting Algorithms: XGBoost, LightGBM, CatBoost Explained

Gradient Boosting is a machine learning technique that is used in classification and regression tasks. It works in a stage-wise manner; that is, every subsequent model tries to correct the…
Posted by Hanuman September 11, 2025
Top Python Libraries for Machine Learning and Deep Learning
Posted inMachine Learning Deep Learning

Top Python Libraries for Machine Learning and Deep Learning in 2025

Machine learning and deep learning are growing exponentially, and Python is the language of choice for both enthusiasts and professionals. As we enter 2025, the ecosystem of libraries in Python…
Posted by Hanuman August 1, 2025
Version Control in Machine Learning Projects
Posted inMachine Learning

Best Practices for Version Control in Machine Learning Projects

Version control is very important for ML projects since they are pretty complex and iterative, hence model development. Without proper version control, it might be hard to manage changes, reproduce…
Posted by Hanuman March 18, 2025
Machine Learning in Cybersecurity
Posted inMachine Learning

Using Machine Learning in Cybersecurity and Threat Detection

In the digital era, cybersecurity is a matter of extreme importance for both organizations and individuals. Cyber threats evolve with increased sophistication and frequency; traditional security systems have not, in…
Posted by Hanuman March 16, 2025
Zero Shot and Few Shot Learning in Machine Learning
Posted inMachine Learning

Zero-Shot and Few-Shot Learning in Machine Learning: Explained with Examples

Zero-shot and few-shot learning are two very interesting concepts under the banner of machine learning, which attempted to overcome the shortcomings of traditional learning methods requiring huge labeled data. These…
Posted by Hanuman March 11, 2025
Posted inQuiz Machine Learning

Machine Learning Advanced Level Interview Questions Quiz (Multiple Choice)

Related: Machine Learning Basic Level Interview Questions Quiz (Multiple Choice) Python Basics Interview Questions Quiz (Multiple Choice) Python Intermediate Level Interview Questions Quiz (Multiple Choice)
Posted by Hanuman March 10, 2025
Posted inMachine Learning

Top Machine Learning Model Deployment Tools: AWS, Azure, GCP, and More

The deployment of machine learning models is crucial to fully utilize AI in practical applications. Though building the models demands a great amount of effort, it is equally important that…
Posted by Hanuman March 8, 2025
Posted inMachine Learning

Machine Learning was hard until I learned these 5 things

Machine Learning, a mysterious domain that was always masked by complicated algorithms and confusing data, seemed almost impossible to overcome when I first started on this path. However, with time,…
Posted by Hanuman March 1, 2025
Posted inMachine Learning

5 Unique Machine Learning Project Ideas for your Resume

The importance of a machine learning project on your resume and in today's data-driven world cannot be understated; such a project makes a huge difference when it comes to standing…
Posted by Hanuman February 18, 2025
Posted inMachine Learning

Top 10 Machine Learning Algorithms Every Data Scientist Should Know

Machine learning is the backbone of modern data science and drives solutions in predictive analytics, pattern recognition, and decision-making in every industry. A data scientist should master key algorithms to…
Posted by Hanuman January 30, 2025

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