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AI-ML-DS / Data Science

Data Science

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Building a RAG Application

Last Updated: 21 June 2025

Retrieval-Augmented Generation (RAG) is a framework that combines the strengths of information retrieval and generative models:Retriever: The retriever component fetches r...read more

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Last Updated: 21 June 2025

Faiss (Facebook AI Similarity Search) is an open-source library developed by Meta forefficient similarity search and clustering of dense vectors. It is designed to handle ...read more

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Arima Model for Temperature Prediction

Last Updated: 21 June 2025

Temperature forecasting is the process of predicting future temperature values based on current and historical weather data which is important in sectors like agriculture,...read more

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Introduction to SciPy

Last Updated: 21 June 2025

SciPy is a open source Python library used for scientific and technical computing. SciPy provides a wide range of mathematical algorithms and functions that simplify compl...read more

Data Science Library

AI-ML-DS With Python

SciPy Statistical Functions

Last Updated: 23 June 2025

SciPy provides a comprehensive set of statistical functions in its scipy.stats module. These tools are important for performing descriptive statistics, statistical testing...read more

Data Science Library

AI-ML-DS With Python

Introduction to MLlib - Apache Spark

Last Updated: 01 July 2025

MLlib is a machine learning framework built on top of Apache Spark. It is designed to make machine learning tasks faster and more efficient. MLlib supports various ML algo...read more

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Signal Smoothing with scipy

Last Updated: 21 June 2025

Signal smoothing is the process of reducing this noise to reveal the true behaviour of the signal. It acts like a lens that clarifies the picture helping highlight pattern...read more

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Data Science Library

AI-ML-DS With Python

Signal Filtering with scipy

Last Updated: 21 June 2025

Signal filtering is a fundamental technique in signal processing used to enhance, clean or isolate specific components of a signal by removing unwanted noise or frequencie...read more

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Data Science Library

AI-ML-DS With Python

Morphological Operations in SciPy

Last Updated: 21 June 2025

Morphological operations are a set of image processing techniques used to process geometrical structures in binary or grayscale images. They are primarily used for tasks s...read more

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Data Science Library

AI-ML-DS With Python

Scikit Learn Tutorial

Last Updated: 27 June 2025

Scikit-learn (also known as sklearn) is a widely-used open-source Python library for machine learning. It builds on other scientific libraries like NumPy, SciPy and Matplo...read more

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Machine Learning

Data Science Library

AI-ML-DS With Python

Generalized Method of Moments (GMM)

Last Updated: 25 June 2025

The Generalized Method of Moments (GMM) is a method used to estimate the parameters such as slope or intercept in models when traditional methods do not work well. It is u...read more

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Manual vs Automated feature engineering

Last Updated: 01 July 2025

Feature engineering is the process of transforming raw data into meaningful inputs for machine learning models. While manual feature engineering relies on domain knowledge...read more

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Last Updated: 01 July 2025

In today's fast-paced digital world automation has become a key part of improving efficiency, reducing errors and saving time. To do this n8n was introduced which is an op...read more

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Last Updated: 01 July 2025

SymPy (short for Symbolic Python) is a core Python library for symbolic mathematics. It enables exact computation with algebraic expressions, calculus, matrices and equati...read more

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Python SymPy-Stats

Introduction to Pyro

Last Updated: 01 July 2025

Pyro is an open source probabilistic programming library built on PyTorch. Pyro lets you define complex probabilistic models using Python code, combine them with deep lear...read more

Data Science Library

AI-ML-DS With Python

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