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AI-ML-DS With Python

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Active Learning for Reducing Labeling Costs

Last Updated: 23 June 2025

Active Learning (AL) has emerged as an important strategy to optimize the labeling process, whether it’s annotating medical images, moderating social media content labelin...read more

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Machine Learning

Machine Learning

AI-ML-DS With Python

What is F-Beta Score?

Last Updated: 20 June 2025

The F-Beta Score is a performance metric used to evaluate how well a classification model works, especially when balancing precision and recall is important. It is a gener...read more

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AI-ML-DS With Python

Spatial Autoregressive Model - An Overview

Last Updated: 23 June 2025

Spatial Autoregressive (SAR) models solve the need for spatially-aware statistical models. Traditional regression models assume that each observation is independent of oth...read more

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AI-ML-DS With Python

Last Updated: 24 June 2025

SciPy ( Scientific Python) is a foundational library for scientific and technical computing in Python. It builds on NumPy and provides a collection of algorithms and high-...read more

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AI-ML-DS With Python

AI Agents in Finance

Last Updated: 20 June 2025

AI agents are autonomous or semi-autonomous systems capable of perceiving their environment, making decisions, and taking actions to achieve specific goals. AI agents in f...read more

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Artificial Intelligence

Artificial Intelligence

AI-ML-DS With Python

What is a Data Lakehouse ?

Last Updated: 23 June 2025

As Data continues to grow across industries, organizations are constantly in search of efficient, scalable and cost-effective solutions for managing and analyzing their da...read more

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AI-ML-DS With Python

Discrete Fourier Transform (DFT) using Scipy

Last Updated: 20 June 2025

The Discrete Fourier Transform (DFT) is a powerful mathematical tool used in signal processing, data analysis, image processing and many other fields. It transforms a sequ...read more

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AI-ML-DS With Python

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

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

Basic Function in SciPy

Last Updated: 23 June 2025

SciPy is a Python library used for scientific and technical computing. It builds on NumPy and provides advanced tools to solve mathematical problems like integration, opti...read more

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

Regression Analysis with SciPy

Last Updated: 23 June 2025

Regression analysis is a statistical technique used to examine the relationship between one or more independent variables and a dependent variable. It helps in modelling a...read more

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AI-ML-DS With Python

Reinforcement Learning with Intrinsic Motivation

Last Updated: 24 June 2025

In traditional reinforcement learning, an agent learns by receivingrewards from the environment for example, a robot gets a point for reaching a goal, or a game-playing AI...read more

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AI-ML-DS With Python

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