Source: Deep Learning on Medium
Build machine learning models without code! — Introducing DeepDev, a codeless approach to ML.
Machine Learning is the new electricity.
It is already revolutionizing every single industry and changing every aspect of our world. From predicting disease before it occurs, to empowering self-driving cars with computer vision.
However… there exists a huge barrier to entry. You need to have a background in Calculus, Linear Algebra, Computer Science, algorithms, coding and so much more to intuitively understand it. By chance, I was lucky enough to have had a strong background in all these fields which I developed in my own spare time, and even with all that, it still took months to break that barrier. And another half a year to begin to bridge the gap between theory and application.
This doesn’t make sense. The best technology to progress humanity forward should not be left behind such a huge barrier.
This is why we created DeepDev, a platform that takes a codeless approach to build machine learning models.
We reinvented Machine Learning by allowing you to build high-performance models with a simple drag and drop editor. Then DeepDev generates the code for you.
The process is simple: Load, Build, Generate.
- Load in your dataset with your training, testing and validation data. You can upload your own dataset(WIP), fetch a dataset from external websites like kaggle(WIP), or choose one of DeepDev’s existing practice datasets.
- Build your model using an intuitive drag and drop editor. Simply click and drag features from our toolbox and drop it onto the network builder interface. It’s as simple as putting together puzzle pieces!
- Generate the code with just one-click. You can select from two types of code generation, from raw Python code that you can run directly, to nicely formatted Jupyter notebooks which can be uploaded to google colab.
DeepDev is going to change the status quo for Machine Learning. By democratizing the most powerful tool, we are building the next generation of innovators, entrepreneurs, and unicorn companies.
We’re here to make Machine Learning the new electricity.