Deep Learning

Explore the essentials of deep learning through real-world applications. The deep learning (DL) approach to artificial intelligence (AI) has already revolutionized many industries. Learn how these autonomous, self-teaching systems, like Google’s voice and image recognition algorithms, are developed and applied in this dynamic, three-day training. Through hands-on experience, you’ll learn how to leverage cloud GPU resources and build deep-learning models for images, text and time series.

Is Deep Learning training right for me?

  • Yes - if you have experience with data science using Python 
  • Yes - if you are proficient with data science tooling (SSH, git, Jupyter Notebook)
  • Yes - if you know the basics of machine learning (ML) and have knowledge of bias versus variance tradeoff, logistic regression, SVM, etc.

What will I achieve by completing this training?

Through instructor-led discussion and interactive, hands-on exercises, participants will achieve the following outcomes: 

You will know: 

  • The basics of neural networks (backpropagation, optimizers, activation functions, etc.)
  • Heuristics to get your network to learn
  • Neural network architectures (feedforward, convolutional, recurrent)

You will gain hands-on experience as you: 

  • Build your own deep learning infrastructure in the cloud
  • Debug your models with visualization tools
  • Create your own deep learning models for image, text and time series data

What else should I know?

Prerequisites 

  • Minimum one year working experience with pandas, scikit-learn, matplotlib, etc. required

Requirements

  • Please bring your own laptop with Anaconda, SSH and Git installed

This training is taught by our training partner GoDataDriven

Tell us what you need

Interested in this training, but looking for a customized, in-company course that fits your business best? We are here to help you succeed.

Or call Xebia Academy at +31 35 538 1921
Sales Team