Neural Networks

Neural Networks are machine learning systems designed to imitate that of the human brain, and more specifically, the network of neurons we use to learn and process information. Neural networks learn and improve over time as more data is introduced. They can be used to classify and predict data at a high velocity and make data processing and data prediction wildly efficient.

Tech Kits

Tech Kits are part of the walk-in service provided by Innovate Labs. There are three levels of difficulty meant for different users and their experience with the different technologies. Many of the Tech Kits build off each other as you progress.


Introduction to Neural Networks

Length: 30-60 Minutes

Description: In this module, we introduce neural networks overall. We go in-depth in how they work, their structure, and just an overall look into what they are and how they can be used.


Standard Neural Networks with Keras

Length: 30-60 Minutes

Description: In this module, we build our first neural network using Keras.


Predicting Images with Keras

Length: 30-60 Minutes

Description: In this module, we build off of our work in the previous module and build another neural network, which will predict images based on a user's handwriting.


Python logo

Python 3.5

Type: Programming Language

Description: Python is an interpreted high-level programming language for general-purpose programming. Version 3.5 is a part of the many new versions that continuously are being put out.

Tensorflow logo


Type: Software Library

Description: TensorFlow is an open source software library for high performance numerical computations. It comes with strong support for machine learning and deep learning and the flexible numerical computation core is used across many other scientific domains.

Keras logo


Type: Network Library

Description: Keras is a high level neural network library written in Python. It runs on top of TensorFlow and is quite user friendly for those getting started. It was made for fast experimentation and modularity.

Google Colab logo

Google Colab

Type: Development Environment

Description: Google Colab is a code development environment that runs in the browser using Google Cloud and utilizes cloud computing.