Learn practical techniques for your deep learning projects from experts in solving real world problems
Venture into deep learning with this two-day workshop from Silverpond that will take you from the mathematical and theoretical foundations to building models and neural networks in TensorFlow. You will apply as you learn, working on exercises throughout the workshop. To enhance learning, a second day is dedicated to applying your new skills in team project work.
This hands-on workshop is ideal for both data science and programming professionals, who are interested in learning the basics of deep learning and embarking on their first project.
Please note that we also offer an AI for Business Leaders workshop focused on high-level business applications, opportunities, and how to support tech teams.
- An intuitive understanding of the components of machine learning systems
- Experience building neural networks in TensorFlow and TFLearn
- Clear understanding of convolutions and representation learning
- Experimenting with a model that learns representations of words
- Practical real-world model development in TensorFlow
Fundamentals, Convolutions, Embeddings, AND Exercises
The first day provides a solid base of knowledge around deep learning, through group learning and exercises.
We will cover key concepts in the field and introduce them with examples.
The second day provides hands-on experience in deep learning model development.
Participants will consolidate their new knowledge by working in small groups on complete projects. Project options will be provided across image processing, natural language processing (NLP), and generative models.
Lyndon can code his way out of a wet paper bag, and has done so in the past. A polyglot from Perth, he is knee-deep in FP with a background in OO.
A maths master and quantum-computing connoisseur, Noon loves learning new things and talking to people. He dreams of being in a hip-hop dance crew and can break out a mean entanglement ‘n’ superposition move on the way to lunch.
Andy is a hacker extraordinaire. He is involved in many aspects of the wider technology community and brings his wealth of Machine Learning experience as a member of the Silverpond team. He has been heavily involved in workshops for people to build self driving vehicles.
Josh is a member of the Silverpond team while in his Bachelor of Robotics and Mechatronics at Swinburne University.