Author name: Abdullah Khan

I'm a data analyst who is keen to make the world a better place through geospatial data analysis and economic trend analysis.

Beyond the Basics: Unconventional Uses of Seaborn Heatmaps for Data Visualization

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2 Unusual Applications of Heatmaps in Data Science temperature changes, Topographic heatmap, Table of contents : Heatmaps can bring your data to life. Versatile and eye-catching. There are many situations where they can highlight important relationships in your data. Specifically, we will discuss how you can use them to visualise: What are Heatmaps? Temperature changes …

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Choosing the right database(RDBMS) for Data analyst?

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Which database is best? The question, obviously, depends on what you want to use it for. I, like most Data analysts, want to use a database to warehouse, process, and manipulate data—and there’s no shortage of thoughtful commentary outlining the types of databases I should prefer. But these evaluations, which typically discuss databases in terms …

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Auto-differentiation and Autograd explained step by step

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We will understand what is automatic differentiation for absolute beginners, although this concept requires a fair amount of theoretical understanding of derivatives and the chain rule, But don’t worry I will try to explain in a very practical way, and we will build our knowledge one concept at a time and the end you will …

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2 Brilliant Breakthroughs in Computational Topology Using Machine Learning

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Topology is a classical branch of mathematics, born essentially from Euler’s studies in the XVII century. It deals with the abstract notion of shape and geometry. The last decades were characterized by a renewed interest in topology and topology-based tools, due to the birth of computational topology and Spatial Data Analysis (SDA). Successful applications of …

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Why was “scipy.misc” removed, and what’s next?

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Miscellaneous routines in scipy included convenient functions. This article cover the removal of this feature. Table of content Why was _Miscellaneous routines_ removed from SciPy? A Very Brief Introduction to scipy.datasets — What does this implement/fix ? Pooch and scipy.datasets partnership Why was _Miscellaneous routines_ removed from SciPy? Back in the olden days the Miscellaneous …

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NeuroJSON: A Potential Neuro-Imaging Library For Python

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NeuroJson, founded by Qianqian Fang, is an open-source project which aims to create easy-to-adopt, easy-to-extend, and preferably human-readable data formats to help disseminate and exchange Neuro-imaging data (and scientific data in general). It primarily uses JSON and binary JSON (specifically, UBJSON UBJSON derived Binary JSON format) as the underlying data exchange files. Table of content …

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Decoding Symmetric Indefinite Matrices In Python

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This article is a gentle introduction to symmetric indefinite matrices in Python Table of content What are symmetric indefinite matrices andwhere are they used? Implementing symmetric indefinite matrices (SYMMQL) in python Comparing convergence rate of SYMMLQ, CG (Conjugate Gradient), and MINRES by solving the following classical symmetric indefinite system What are symmetric indefinite matrices and …

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Biosim4: Framework For Evolution With Neural Networks

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Biosim4 is a project in which there’s a 2-dimensional world where creatures with neural brains live in it. They have genomes (complete genetic information) that they pass on from one generation to the next generation, And these creatures have neural network brains that govern their behaviour. This project aims to try setting up the conditions …

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