Build your own neural network using Machine Learning & TensorFlow – WORKSHOP

FREE DEVELOPER WORKSHOP IN BUDAPEST! 💫

Using deep learning and neural networks, we’ll be able to classify benign and malignant skin diseases, which may help the doctor diagnose cancer at an earlier stage. In this workshop, we will make a skin disease classifier that tries to distinguish between benign (nevus and seborrheic keratosis) and malignant (melanoma) skin diseases from only photographic images using TensorFlow framework in Python. It’s important to note that the example provided here is solely for demonstration purposes and does not qualify as an actual medical application for making diagnoses.

REGISTRATION IS REQUIRED, AS WE'RE SENDING OUT THE REPO TO YOUR EMAIL ADDRESS BEFORE THE EVENT! 👀 https://bit.ly/45ct0tV

## Requirements

• Having a basic knowledge of Python is beneficial, but it is not mandatory
• Bring the laptop you wish to work with
• Have an internet browser downloaded to your computer
• We’ll use colab.google during the workshop
• We’ll send you a follow-up email with a repo to download (please download it before the event)

## What you’ll learn

The fundamentals of Machine Learning and Neural Networks

• Understanding the importance of deep learning in medical image classification
• Preprocessing and preparing photographic images for training a skin disease classifier
• Building a neural network architecture for image classification using TensorFlow
• Implementing key deep learning techniques for improving model performance
• Training the neural network on a dataset of benign and malignant skin disease images
• Evaluating the classifier’s performance and interpreting the results
• Debugging and optimizing your neural network model together

## Time and place

Date: September 21th, 2023, Thursday
18:15 – 18:30: Registration, setup
18:30 – 20:30: Workshop, including short breaks (accurate start)
20:30 – Socializing, beer and pizza 🍺🍕
Venue: 1062 Budapest, Andrássy str. 66, Event Space, 3rd Floor

🇬🇧 This is an English-speaking event, designed for developers with medior+ and above experience.

REGISTRATION IS REQUIRED, AS WE'RE SENDING OUT THE REPO TO YOUR EMAIL ADDRESS BEFORE THE EVENT! https://bit.ly/45ct0tV

Photos from our previous event here.