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EVENT DETAILS |
Please do not forget to register on Crowdcast & join us using Chrome browser via Crowdcast on the event date!
RSVP on Crowdcast NOW:
https://www.crowdcast.io/e/deep-learning-master-4
This series takes engineers from zero to expert in machine learning in 5 sessions. The world needs more people who understand machine learning, & our goal is to get you started on that path as efficiently as possible. While there are plenty of online resources, we know it's tough to learn a technical topic without a teacher. This workshop will arm you with the tools to get started using machine learning in your day job, & the resources to find additional help if you want to go deeper.
Part 5 - Advance RNNs, LSTMs, & GRUs
This class is part five in our AI series. After an introduction to RNNs, LSTMs & GRUs in the previous session, we are ready to dive into the details & look at some advance applications of these networks. We will discuss the following frameworks, architectures & applications in this session.
Deep Learning Frameworks
1. Keras
2. Tensorflow
3. Numpy/PythonDeep Learning Architectures
1. LSTM/GRU Classifiers
2. CNN/LSTM hybrid
3. Sequence to Sequence models
Applications
1. Handwriting classification using attention models
2. Statistical machine translation
3. Introduction to the transformer architecture
You can watch the previous sessions here:
1. Deep Learning Master Class I - Introduction
https://www.crowdcast.io/e/deep-learning-master
2. Deep Learning Master Class II - Computer Vision
https://www.crowdcast.io/e/deep-learning-master-2
3. Deep Learning Master Class III - Model Performance, Quantization, & Hyperparameter Search
https://www.crowdcast.io/e/dl-master-class-iii--
4. Deep Learning Master Class IV - Into to RNNs, LSTMs, & GRUs
https://www.crowdcast.io/e/deep-learning-master-3
RSVP on Crowdcast NOW:
https://www.crowdcast.io/e/deep-learning-master-4
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