Choosing the right database(RDBMS) for Data analyst?
Which database is best? The question, obviously, depends on what you want to use it for. …
Abdul Khan
Data scientist
Python · Machine Learning
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Measures in Statistics for Data Science
Statistics is a critical component of data science and machine learning algorithms. Almost all the machine learning algorithms use mathematics in the backend, which is linear algebra and statistics…
Parth Shukla
Ml wizard
Why Does Lasso (L1) Regression Create Sparsity?
The Lasso regression is a regularization technique and a type of regression that is well-suited for m…
Parth Shukla
Ml wizard
Auto-differentiation and Autograd explained step by step
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 w…
Abdul Khan
Data scientist
Nesterov Accelerated Gradient (NAG) Optimizer in Deep Learning
In deep learning, optimizers are the type of function which are used to adjust the parameters of the model. The optimizers are used in deep learning to adjust the weights and biases of the neural n…
Parth Shukla
Ml wizard
2 Brilliant Breakthroughs in Computational Topology Using Machine Learning
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 …
Abdul Khan
Data scientist
Why was "scipy.misc" removed, and what's next?
Miscellaneous routines in scipy included convenient functions. This article cover the removal of this feature. Table of content Why was _Miscellaneous routines_ r…
Abdul Khan
Data scientist
NeuroJSON: A Potential Neuro-Imaging Library For Python
NeuroJson, founded by Qianqian Fang, is an open-source project which aims to create easy-to-adopt, easy-to-ext…
Abdul Khan
Data scientist
Decoding Symmetric Indefinite Matrices In Python
This article is a gentle introduction to symmetric indefinite matrices in Python Table of content What are symmetric indefinite matrices andwhere are they used? Imple…
Abdul Khan
Data scientist
Biosim4: Framework For Evolution With Neural Networks
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 o…
Abdul Khan
Data scientist
An Overview of Python Terminal Plotting Libraries
There exist many terminal plotting libraries. In Python there are some 3-4 main ones. In this post we’ll have an overview of the libraries. a…
Abdur-Rahmaan Janhangeer
Chef
How To Have Django Packages in Flask
Django packages in Flask seems like a far-away dream, but shopyo 4.6.0 allows you to install Shopyo apps from pypi. What is Shopyo? Sh…
Abdur-Rahmaan Janhangeer
Chef