XGBoost: The Powerhouse of Gradient Boosting
XGBoost is one of the most powerful tools for building machine learning models due to its speed, accuracy, and robustness.
Technical
RSS feedPosts in 2025
- $What are Word Embeddings?What are Word Embeddings?Word embeddings are a fundamental concept in Natural Language Processing (NLP), enabling machines to understand and process human language effectively.
- $Three Terms To Know About Quantum ComputersThree Terms To Know About Quantum ComputersQuantum computing leverages three foundational principles—error suppression, superposition, and entanglement—to achieve computational advantages unattainable by classical systems.
- $SageMaker Built-in AlgorithmsSageMaker Built-in AlgorithmsAmazon SageMaker offers a wide range of built-in algorithms to simplify and accelerate machine learning (ML) projects.
- $Factorization MachinesFactorization MachinesFactorization Machines (FMs) are a type of machine learning model that helps us make predictions based on data.
- $What are Quantum Chips?What are Quantum Chips?Due to superposition and entanglement, a quantum computer can, for certain problems, explore a vast number of possibilities in parallel, potentially solving some problems much faster than classical computers.
- $SageMaker Linear Learner AlgorithmSageMaker Linear Learner AlgorithmAmazon SageMaker Linear Learner is a machine learning algorithm that helps solve two main types of problems.
- $What are Features in Machine Learning?What are Features in Machine Learning?Choosing the right features is crucial for building an accurate and efficient model.
- $The ML Development Lifecycle and Best PracticesThe ML Development Lifecycle and Best PracticesA comphrensive guide to ML Development Lifecycle with best practices.
- $Ocelot - Amazon Quantum ChipOcelot - Amazon Quantum ChipBy focusing on better error suppression at the physical level, rather than just adding more qubits, Amazon is attempting to make the path to practical quantum computing more efficient and achievable in the near term.
