Customize Standard AI Algorithms

Hands-on Guide to Transfer Learning with Brain Cradle


Machine learning algorithms are fantastic tools, constantly becoming more and more adept at solving their particular problem. But when it comes to an issue your business is facing, they’re just that - tools, not a solution. The Brain Cradle Enterprise Edition platform allows you to bridge the gap from A to B, using our prepackaged machine learning algorithms to train your own custom machine learning model. You’ll have your very own AI algorithms up and running in no time.

Better Baseline Models
Better Models
Better Baseline Models

Knowledge transfer allows us to take powerful pre-trained algorithms and use their encoded intelligence to improve our baseline models.

Faster Development & Training
Faster Development
Faster Development & Training

Learning from scratch takes a long time. Using knowledge from a source model helps to fully learn the target task and shortens develop/training.

Lower Training Costs
Lower Training Costs
Lower Training Costs

Using "solved problems" as a foundation reduces the number of epochs required to achieve high quality results which saves time and money.


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Train Your Own Custom Machine Learning Models

How to build real-world applications in deep learning?


Machine learning algorithms are fantastic tools, constantly becoming more and more adept at solving their particular problem. But when it comes to an issue your business is facing, they’re just that - tools, not a solution. The Brain Cradle AI development platform allows you to bridge the gap from A to B, using our prepackaged machine learning algorithms to train your own custom deep learning model. We handle deployment and TF Serving automatically. That means once you have your very own AI algorithms up and running, all you have to do to build custom AI products is call our predictions API from your application.

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01

Find Data

The first thing we’ll be needing is data to train your model on. After all, your machine learning model is going to need information if it’s going to learn how to solve your problem. In some cases, you’ll already have collected the data you need in the ordinary course of running your business, and uploading it into the Brain Cradle platform is a snap. We support lots of different file types, and your data will be on the platform and ready to browse before you know it. If you don’t already have the data you need, that’s okay, too. Brain Cradle has lots of publicly-available and proprietary datasets that you can use, already loaded and ready to go in the platform, with more added all the time. And if we don’t have what you need? Never fear, because Brain Cradle offers the ability to scrape the internet for data, all without leaving the platform. If the information you need is out there, we’ll help you find it.

02

Process Data

Once your data are uploaded, it needs to be preprocessed. This means we need to prepare your data so that it looks like the input your machine learning model will be expecting. AI algorithms are very powerful, but they’re picky - they need their information organized a certain way so that they can make sense of it. Fortunately, Brain Cradle makes preprocessing a piece of cake. In most cases you won’t have to worry about it at all. See? We told you it would be easy.

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03

Design Your Model

Now it’s time to start building your model. You’ll have access to our whole set of prepackaged machine learning algorithms to get you started and make sure you don’t waste any time reinventing the wheel, providing everything from simple regression models to complex neural networks based on the structure of the human brain. You’ll be free to focus your energy where it really matters: customizing your machine learning model to fit the specifications your business needs. Brain Cradle’s visual AI algorithm builder means you won’t have to bother with writing tons of computer code, and the tooltips and help videos are there to show you around and help out if you get stuck. It’ll be so easy you’ll want to make more than one, and let them compete with one another. May the best model win.

04

Train Your Model

After you’ve designed your model, it’s time to start training it. You’ll be able to specify exactly how (and how much) you want your model to train. We’ll make sure you don’t use any more computing power than you’ve purchased, and we’ll let you know when you’re running low. You’ll be able to watch in real-time as your machine learning model gets more and more accurate as it learns. When you have your finished training model, you’ll be able to further refine it using supplementary data, test out alternative modeling structures, and test out its predictions on new observations it hasn’t seen before. Congratulations, you’ve made an AI algorithm - and you haven’t needed to write a single line of code.

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05

Use Your Model

Once your machine learning model is finished, it’s yours. You own it, and none of your competitors will be able to access it. Whatever competitive advantages it provides will be yours, and yours alone. Brain Cradle doesn’t try to sell you the same stuff all your rivals are using - it empowers you to create your own and blow them away. You’ll be able to export your model from the platform and implement in any application you want, without ever needing to worry about whether it’ll have bugs or be dependent on software packages that age into disrepair over time. It’ll work on day 1; it’ll keep working; you’ll keep reaping the benefits.