Short Master: Neural Networks and Deep Learning

Program Overview

Our Neural Networks and Deep Learning short master provides a robust introduction to one of the most critical AI fields. With hands-on learning, you’ll explore the intricacies of neural network architectures and deep learning models, gaining a practical understanding of their use in real-world scenarios. Whether you are a business professional, data scientist, or technology enthusiast, this program will help you develop the skills needed to implement and scale AI solutions.

Objectives

By the end of the program, participants will:

• Understand the basic concepts and structures of neural networks.
• Dive deep into convolutional neural networks (CNNs), recurrent neural networks (RNNs), and deep learning frameworks.
• Gain practical experience with AI tools such as TensorFlow and Keras.
• Learn how to apply neural networks in industries like finance, healthcare, and logistics.
• Be equipped to integrate deep learning models into business applications and data analysis.

Outline

The Neural Networks and Deep Learning program is structured into several key modules to provide a comprehensive understanding of both theory and practice:

• Introduction to Deep Learning
  • Analyze the major trends driving the rise of deep learning, and give examples of where and how it is applied today.
• Neural Networks Basics
  • Set up a machine learning problem with a neural network mindset and use vectorization to speed up your models.
• Shallow Neural Networks
  • Build a neural network with one hidden layer, using forward propagation and backpropagation.
• Deep Neural Networks
  • Analyze the key computations underlying deep learning, then use them to build and train deep neural networks for computer vision tasks.

Target Group

This program is ideal for:

• Data scientists and machine learning engineers looking to specialize in neural networks.
• IT professionals and software engineers seeking to expand their expertise in AI and deep learning.
• Business analysts and executives aiming to implement AI strategies within their organizations.
• Researchers and academics focused on advancing their understanding of neural network technologies.

Program Cost

• 5-Day Intensive Program: €3700
• 10-Day Comprehensive Program: €6500

This program is available on different dates based on demand. Please contact us to schedule your preferred program date.

Organizers

The Neural Networks and Deep Learning program is organized by the Geneva Institute of Business Management in partnership with leading AI experts across Europe. With a proven track record in delivering high-quality training, we ensure a valuable learning experience for all participants.