Cooding Dessign
Posted in Machine Learning

How to Use Optimization Algorithms to Manually Fit Regression Models

Tweet Share Share Regression models are fit on training data using linear regression and local search optimization algorithms. Models like linear regression and logistic regression…

Continue Reading... How to Use Optimization Algorithms to Manually Fit Regression Models
Cooding Dessign
Posted in Machine Learning

Function Optimization With SciPy

Tweet Share Share Optimization involves finding the inputs to an objective function that result in the minimum or maximum output of the function. The open-source…

Continue Reading... Function Optimization With SciPy
Cooding Dessign
Posted in Machine Learning

Gradient Descent With Momentum from Scratch

Tweet Share Share Gradient descent is an optimization algorithm that follows the negative gradient of an objective function in order to locate the minimum of…

Continue Reading... Gradient Descent With Momentum from Scratch
Cooding Dessign
Posted in Machine Learning

Weight Initialization for Deep Learning Neural Networks

Tweet Share Share Last Updated on February 8, 2021 Weight initialization is an important design choice when developing deep learning neural network models. Historically, weight…

Continue Reading... Weight Initialization for Deep Learning Neural Networks
Cooding Dessign
Posted in Javascript

Unit test your implementation of third party libraries

Per “unit tests should be written regardless,” I do think it’s easier, as I think the unit test will already be written, making the use…

Continue Reading... Unit test your implementation of third party libraries
Cooding Dessign
Posted in Python

Zato Blog: How to invoke REST APIs from Zato microservices

This Zato article is a companion to an earlier post – previously, we covered accepting REST API calls and now we will look at how…

Continue Reading... Zato Blog: How to invoke REST APIs from Zato microservices
Cooding Dessign
Posted in Python

Stack Abuse: Python: How to Handle Missing Data in Pandas DataFrame

Introduction Pandas is a Python library for data analysis and manipulation. Almost all operations in pandas revolve around DataFrames, an abstract data structure tailor-made for…

Continue Reading... Stack Abuse: Python: How to Handle Missing Data in Pandas DataFrame
Cooding Dessign
Posted in Python

Real Python: Python Web Applications: Deploy Your Script as a Flask App

You wrote a Python script that you’re proud of, and now you want to show it off to the world. But how? Most people won’t…

Continue Reading... Real Python: Python Web Applications: Deploy Your Script as a Flask App
Cooding Dessign
Posted in Python

Podcast.__init__: Exploring Literate Programming For Python Projects With nbdev

Creating well designed software is largely a problem of context and understanding. The majority of programming environments rely on documentation, tests, and code being logically…

Continue Reading... Podcast.__init__: Exploring Literate Programming For Python Projects With nbdev
Cooding Dessign
Posted in Python

Mike Driscoll: Drawing Text on Images with Pillow and Python

Pillow supports drawing text on your images in addition to shapes. Pillow uses its own font file format to store bitmap fonts, limited to 256…

Continue Reading... Mike Driscoll: Drawing Text on Images with Pillow and Python