Data science | Python-bloggers

Simple Neural Networks in Python

March 20, 2022 | Mark Edney

Neural Networks (NN) have become incredibly popular due to their high level of accuracy. The creation of a NN can be complicated and have a high level of customization. I wanted to explore just the simplest NN that you could create. A framework ...

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Simple Neural Networks in Python

March 20, 2022 | Mark Edney

Neural Networks (NN) have become incredibly popular due to their high level of accuracy. The creation of a NN can be complicated and have a high level of customization. I wanted to explore just the simplest NN that you could create. A framework ...

[...Read more...]

Simple Neural Networks in Python

March 20, 2022 | Python on The Data Sandbox

Neural Networks (NN) have become incredibly popular due to their high level of accuracy. The creation of a NN can be complicated and have a high level of customization. I wanted to explore just the simplest NN that you could create. A framework as a workhorse for developing new NN. ... [...Read more...]

Firing Up Firestore

March 20, 2022 | Python - datawookie

I’ve just started collaborating on a new project, Votela, with Luke. We’re going to be using Firestore for stashing our data. I’ve never worked with Firestore before, so one of my first tasks was just figuring out how to get connected and how to shift some data ...

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Object Oriented Programming in Python – Understanding Methods

March 17, 2022 | Python on Curious Joe

A Primer on Methods Case Constructor - A Special Method Types of Methods Private Methods Public Methods What's Next In the last post, I discussed about variables - one of the two basic building blocks of a class. In this post, we will go over the other building block - ... [...Read more...]

Object Oriented Programming in Python – Understanding Variable

March 16, 2022 | Python on Curious Joe

Setting Up Instance Variable Declaring Instance Variable Instance Variable are Isolated Class Variables Declaration and Calling Class Variables Class Variables are Sticky! Checking Existence of Properties Listing all the Properties Name Mangling Checking for Specific Property What's Next In the earlier articles, we introduced variables as a basic component of ... [...Read more...]

Multiple Linear Regression using Tensorflow Optimization

March 15, 2022 | Sang-Heon Lee

This post implements the optimization based estimation of multiple linear regression model using Tensorflow. With this example, we can learn basic implementations of functions in Python and a numerical optimization in Tensorflow. Opti...

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Modular Monolith in Django

March 15, 2022 | Kamil Kucharski

Sadly, poorly modeled (mostly due to bad communication, incomplete knowledge transfer, or tight budget) logic inside the monolith usually leads to a so-called big ball of mud where every logical component is coupled with one another on a very low level. In contrast, what modular monolith offers is loosely coupled, ... [...Read more...]

Multiple Linear Regression using Tensorflow

March 15, 2022 | Sang-Heon Lee

This post implements the standard matrix based estimation of multiple linear regression model using Tensorflow. With this example, we can learn some basic vector or matrix operations in Tensorflow and also Python. Linear Regression us...

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Object Oriented Programming in Python – Inheritance and Subclass

March 15, 2022 | Python on Curious Joe

Subclass Recap Getting into the Guts Inheritance Inheritance in Real Life Superclass Subclasses More Subclasses Inheritance in Our Example New Requirement New Subclass: CustReq01 Initializing Superclass Private vs Public Variables Practice This article is part of an ongoing series on Object Oriented Programming (OOP) in Python. In this article I ...

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