8 April, 2024 – Virtual
Everyone talks AI, but what is it exactly? This 3-day course will take you on a journey to demystify AI. You will learn the fundamentals of Deep Learning, how it works, how it differs from traditional Machine Learning, and how you can apply it to the most common AI applications: Computer Vision, Time-Series Forecasting and Natural Language Processing.
Developed by consultants with a proven track record of developing and deploying Deep Learning models at leading, data-driven enterprises, this training delivers the right mix of theory and hands-on practice.
09:00 – 17:00
What will you learn?
After the training, you will be able to:
Build and train your own neural networks with TensorFlow/Keras.
Understand Recurrent Neural Networks: From simple RNNs to modern Transformers.
Intuitively understand the theory behind Deep Learning: What are neurons, how do neural networks learn, and what other components do I need?
Apply best practices to ensure your model trains optimally like automatic data augmentations, memory-efficient training and optimized model architectures.
Build Convolutional Neural Networks and apply them to images.
Understand how you can use Transfer Learning to boost your model performance.
This training is for you, if:
You want to understand Deep Learning from the ground up.
You are looking for in-depth explanations rather than a top-level view.
You work with unstructured data, such as text, images, video, audio, or complex time-series data and your Machine Learning models are hitting a wall.
You already have a basic understanding of Machine Learning concepts and want to push your skills to the next level.
This training is not for you, if:
You are looking for a non-technical introduction into Deep Learning.
Python, statistics and data science are your mortal enemies.
You are only interested in applying AI, but not how it works.
Why should I follow this training?
Everyone talks AI, but you really want to know what you are talking about.
You want hands-on training with real life examples.
You have complex data and want to push your predictions to the next level.
What else should I know?
After registering for this training, you will receive a confirmation email with practical information. A week before the training, we will ask you about any dietary requirements and share literature if you need to prepare.
See you soon!
All literature and course materials are included in the price.
Information on the software and tooling will be shared before the start date.
This course requires a laptop.
Online courses are delivered via Zoom or Microsoft Teams.
Meet the Trainers
Meet Enrico, a data science trainer at Xebia Academy with a passion for Deep Learning and Statistics. Get to know him here.
Meet James Hayward, a data science trainer at Xebia Academy. Get to know him here.
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