Milecia McGregor

Conf42 Speaker profile

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Conf42: Python 2022

Using Reproducible Experiments To Create Better Machine Learning Models

It's easy to lose track of which changes gave you the best result when you start exploring multiple model architectures. Tracking the changes in your hyperparameter values, along with code and data changes, will help you build a more efficient model by giving you an exact reproduction of the conditions that made the model better. In this talk, you will learn how you can use the open-source...

Milecia McGregor

Iterative

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Conf42: JavaScript 2021

Using Storybook to Maintain Components in Redwood

There are times when you need to see what your components will look like outside of the complete UI because they will be reused throughout a project or across multiple projects. This can be a task in itself if it isn't a consideration from the beginning of a project. In this talk, attendees will learn how the Redwood framework includes Storybook to do component-driven development from the...

Milecia McGregor

Iterative

...

Conf42: Machine Learning 2021

Convolutional Neural Networks in Action

Neural networks are great for complex data sets, but some sets have more features to figure out than others. Many times these features are initialized based on heuristics and they have to be tuned as the model returns predictions. With convolutional neural networks, the model tunes the features for itself. In this talk, you will learn some use cases for CNNs, how they work under the hood, and...

Milecia McGregor

Iterative

...

Conf42: JavaScript 2020

Making VR More interesting with JavaScript and Brain.js

You can start making VR apps right now with JavaScript. Once you have your VR app ready to go, you can go a step further and add Brain.js to use machine learning to make real-time updates to the UI and get insights on how users interact with your app. If you are familiar with JavaScript, you can start making VR applications right now. These can be web apps, mobile apps, or even games and you...

Milecia McGregor

Conducto

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