Beginner's Guide to Neural Network Programming with Tensorflow
Event Information
About this event
Tensorflow is the core open-source library to help you develop and train ML models. Yet it can remain a mystery how it can be used with your own datasets. Join this workshop to learn how to use it.
In this Beginners Machine Learning workshop, you will learn about:
- What are tensors and how neural networks work
- Neural Network architectures
- What a TensorFlow graph is
- How to prepare and evaluate your own datasets
- And how to analyse the datasets for model building
In this training, we will approach the problem from the ground up. Reviewing how neural networks work without getting bogged down into the detail and getting some models training as fast as possible. The workshop materials will be delivered in a combination of coding exercises and lectures.
This is A FREE training not to be missed.
Please note training notebooks and materials will be released after the session only to the attendees free of charge.
In the coming sessions, we will explore more advanced concepts such as data preparation and analysis.
LEARNING OBJECTIVES
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- Learn deep learning concepts such as tensors, neural network architectures and how neural networks work.
- See model training, tuning and deployment LIVE in Jupyter notebooks!
- Learn the process of loading and preparing data for training
- Learn how to evaluate models and common pitfalls
- Experiment with TensorFlow model architecture and evalutations
Questions you will answer in this workshop:
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- What are tensors?
- How can I prepare my own datasets for deep learning?
- How can I develop my own custom neural networks?
- What is the tensor graph?
- What is eager execution?
Agenda:
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6:00 PM - 8:00 PM Friday 3rd December 2021
SPEAKER
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Ali Parandeh
Microsoft Certified Azure Data Scientist, Software Engineer
Q&A:
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1) What will I need to bring to this workshop?
You will need a Microsoft account (Sign up here: https://azure.microsoft.com/en-us/).
2) I am an absolute beginner. Can I still come?
This is an intermediate-level workshop. We expect you to have intermediate knowledge of Python (Lists, Dictionaries, Loops, Functions, classes)
Knowledge of data science libraries (NumPy, matplotlib, pandas, scikit-learn) will be advantageous.
3) Do I need to pay money for this workshop or Microsoft Azure?
No. This workshop is a free online workshop.
Recommended Reading:
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https://www.tensorflow.org/
HOW TO REGISTER
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The event is free and everybody is welcome to register. Please register below.
Organiser Beginners Machine Learning
Organiser of Beginner's Guide to Neural Network Programming with Tensorflow
Beginner's Machine Learning (BML) is a meetup group dedicated to learning machine learning, computer vision, natural language processing, knowledge representation, and artificial intelligence via hands-on workshops. We run workshops for all skill levels who want to join this exciting field and our meetings cover research papers and new algorithms in the field. We also organise fun and engaging meetups and networking events related to AI and ML.
