AI225: Introduction to Deep Learning and AI

Training: Artificial Intelligence

Participants receive a practical introduction to deep learning and AI. The course covers the fundamentals of neural networks, model architectures, and training. It addresses the use of Python and libraries such as TensorFlow and Keras, including pre-trained networks and transfer learning, to develop and implement AI applications more quickly and effectively.

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Agenda:

  • Introduction to neural networks and deep learning

  • Key concepts: Artificial neurons, weights, training and architecture

  • Python and libraries for deep learning: TensorFlow and Keras

  • Implementation of simple neural networks in various application scenarios

  • Usage of pre-trained networks (TensorFlow Hub) and transfer learning

  • Practical examples and exercises for designing, adapting and training models

  • Summary and final discussion on how to transfer the learned knowledge to one's own context

Objectives:

Understand neural network fundamentals, learn key concepts, design and customize models, work with Python and TensorFlow, utilize pre-trained networks and transfer learning.

Target audience:

  • Developers
  • IT professionals
  • Professionals without programming experience

Prerequisites:

 

Description:

A world where computers learn and solve complex tasks: In the workshop AI225 Introduction to Deep Learning and AI participants will be introduced to the fundamentals of neural networks and deep learning. They will learn important concepts such as artificial neurons, model architectures and model training. Using practical examples, it will be demonstrated how to design, customize and train effective models with Python and libraries such as TensorFlow and Keras.


The course also covers the use of pre-trained networks from TensorFlow Hub and transfer learning to accelerate the development of AI applications. At the end of the course, participants will be able to implement neural networks in existing frameworks themselves and apply them to their problem.

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Guaranteed implementation:

from 2 Attendees

Booking information

Price:

450,00 € plus VAT.

(including lunch & drinks)

We are pleased to conduct this training as an inhouse session at your location as well, please contact us.

Authorized training partner

NetApp Partner Authorized Learning
Commvault Training Partner
CQI | IRCA Approved Training Partner
Veeam Authorized Education Center
Acronis Authorized Training Center
AWS Partner Select Tier Training
ISACA Accredited Partner
iSAQB
CompTIA Authorized Partner
EC-Council Accredited Training Center

Memberships

Allianz für Cyber-Sicherheit
TeleTrust Pioneers in IT security
Bundesverband der IT-Sachverständigen und Gutachter e.V.
Bundesverband mittelständische Wirtschaft (BVMW)
Allianz für Sicherheit in der Wirtschaft
NIK - Netzwerk der Digitalwirtschaft
BVSW
Bayern Innovativ
KH-iT
CAST
IHK Nürnberg für Mittelfranken
eato e.V.
Sicherheitsnetzwerk München e.V.