Free developer workshop 🤖
Build your own neural network using Machine Learning & TensorFlow
📍Location: Andrassy Avenue 66., Budapest
📆 Date: September 21, 2023, Thursday
⏰ Time: from 18:15 – 20:30 CEST
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.
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
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
- Have a Google account: 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)
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
Language: This is an English-speaking event, designed for developers with medior+ and above experience.
Our instructor
Ádám Magyar
Software Engineer
at bene : studio
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What our participants say about our workshops
“I just wanted to thank You all for the Three-js Workshop!! I think it was a great topic and a fantastic presentation. The presenters did a really exceptional work preparing and presenting the 3D webgl flight scene. Everything was introduced and explained very well and I’ve learned a lot! (I’m very passionate about web3D anyways so I’d be happy to see some more presentations in this area; maybe introducing webgpu next time, or building some interactive webVR app with React 360?, etc.) The whole event was so well organised and it was a great time meeting You all! Keep up the great work and thanks again for everything!”
– Áron, Developer
“The topic was great, we got what the workshop promised before – I wondered, how could we even do it in 1.5 hours!”
– Botond, Developer
“The team was well-prepared, and you gave what you promised to the participants. I appreciate that it had requirements, so the participants needed to prepare before – thus you created a high-quality tech community.”
– Csaba, Consultant
About bene : studio
We are a global technology company that designs, develops, and integrates solutions for corporate innovators and startups mainly in the MedTech space. At bene : studio we create IoT, mobile & web apps and enhance core systems with an approach focused on user experience.
For the past 10 years, we have been working on 100+ projects for US & EU clients, from stunning startup prototypes to large-scale systems for enterprises for companies including the Volkswagen Group, Cushman & Wakefield, Informed, Labworx, and many more.
It is in our DNA to share our experiences and best practices with the community. Come to our workshops, let’s get to know each other, and visit our Knowledge Hub where we regularly post tech content from our engineers.