…and it’s also a fucking blind spot to think that software engineering itself isn’t an ecosystem of privilege and power.

The image below is from a modern incarnation of Smalltalk called Pharo. It shows a typical Smalltalk code editor. At the far left, you got packages. Next to the packages, you got a list of classes defined within the selected package. Next, you got categories for methods. And finally, at the far right, you got methods in that category.

We were driven. More than we had to be. More than anyone should be. More than the next generation should need to be. Because our struggle meant that we had to spend less time building, less time making, and more time sweating it out to get across the line. It meant that our creativity was stifled by the pressure of it all. And I don’t want that to happen to anyone coming up now, with an idea and a dream and the will to make it a reality.

Fortunately, Pharo has lots of tools for saving images, restoring them, resetting them, and performing version control. Version control is interesting in Smalltalk since in principle there are no text files. So how would you use, for instance, Git and GitHub with Smalltalk?

Linear regression made easy. How does it work and how to use it in Python? All you need to know about building a Machine Learning model using the linear regression algorithm.towardsdatascience.com

This story is part of a deep dive series explaining the mechanics of Machine Learning algorithms. In addition to giving you an understanding of how ML algorithms work, it also provides you with Python examples to build your own ML models.

If This Battery War Is Successful, Electric Vehicle Prices Should Fall The plot by recyclers to take down the commodities industry and make EVs cheaperthemobilist.medium.com

This means that the first time you use Smalltalk, it can be a bit confusing. For example, Pharo begins with a simple launcher program where you select the image to launch. This is natural. Otherwise, how would we deal with you screwing up your whole image since that could mean your whole development environment no longer works?

Regression itself is part of the supervised Machine Learning category that uses labeled data to model the relationship between data inputs (independent variables) and outputs (dependent variables).

Before we dive into the specifics of MARS, I assume that you are already familiar with Linear Regression. If you would like a refresher on the topic, feel free to explore my linear regression story:

It means that a Smalltalk IDE has a full, always up-to-date, in-memory representation of your code. And this representation is Smalltalk objects. So both you and the IDE can traverse all your classes, objects, and methods. It is what gives Smalltalk IDEs such powerful refactoring tools. Doing things such as renaming a method or moving a method isn’t a text substitution operation like in other IDEs. Instead, it is an object manipulation. You manipulate live objects.

Because the whole development environment is made from classes, methods, and objects you can browse from the development environment and which exist live, you can modify your own development environment and see the changes happen immediately. That means you can change behavior and add new functionality. In fact, even the compiler itself is written in Smalltalk, so you can even change how your classes and methods are compiled.

Joan Westenberg is an award winning Australian contemporary writer, designer and creative director. She is the founder of branding and advertising firm Studio Self. Her approach to messaging, communication and semiotics has built her reputation as a writer, and she has been named as one of the leading startup voices in Australia by SmartCompany.

Sure; there are people like me; people who had to work multiple jobs as a teenager just to help the family get by, who taught herself to code in between shifts at McDonalds’.

In the lower part, you see the code for that method. However, it is important to realize that this code is stored as data on class. It is not stored in a text file. You cannot scroll further down and see the next method. Each method is viewed separately because they are separate entities.

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