Azure Data Factory Azure Data Factory is a cloud-based data integration service that enables organizations to automate and manage data workflows across both on-premises and cloud environments. It facilitates the movement and transformation [...]
Open-Source Pricing Algorithm: Open-source pricing algorithms use a mix of statistical modeling, machine learning, and optimization to dynamically set prices based on demand, competition, and business constraints. Popular approaches include Bayesian inference, reinforcement [...]
Vector Search Vector search is a search technique used to find similar items or data points, typically represented as vectors, in large collections. Vectors, or embeddings, are numerical representations of words, entities, documents, [...]
Elasticsearch Elasticsearch is a distributed search and analytics engine built on Apache Lucene. Since its release in 2010, Elasticsearch has quickly become the most popular search engine and is commonly used for log [...]
RAG Framework Retrieval-Augmented Generation (RAG) is a hybrid AI architecture that combines: Retrieval-based systems (e.g., semantic search over a document corpus) Generative models (e.g., GPT, LLaMA, Claude) Instead of relying solely on a [...]
Numpy NumPy, short for Numerical Python, is a fundamental library in the Python ecosystem for scientific computing. At the heart of NumPy lies the ndarray (n-dimensional array) object, which provides a high-performance multi-dimensional array data [...]
Pandas Pandas is a powerful open-source Python library for data manipulation and analysis, built on top of NumPy. It provides intuitive data structures—primarily Series (1D) and DataFrame (2D)—that make it easy to clean, [...]
PowerBI Power BI is Microsoft’s cloud-based business intelligence platform that enables users to visualize, analyze, and share data across teams and systems. It’s designed for both technical and non-technical users, offering drag-and-drop dashboards, [...]
Open AI's Gpt Models GPT (Generative Pre-trained Transformer) models are large language models developed by OpenAI. They are based on the Transformer architecture, which enables them to understand and generate human-like text by [...]
XGBoost XGBoost (eXtreme Gradient Boosting) is a distributed, open-source machine learning library that uses gradient boosted decision trees, a supervised learning boosting algorithm that makes use of gradient descent. It is known for [...]
