This Deep Learning in TensorFlow Specialization is a foundational program that will help you understand the principles and Python code of Machine Learning and Deep Learning and prepare you to participate in the development of leading-edge AI and data scientist technology.
In this Specialization, you will build and train neural network architectures with some hands-on project, such as Vanilla Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, and learn the advance techniques on how to make them better with strategies.
- Numpy Basics
- Neural Networks in TensorFlow
- Neural Networks in TensorFlow - Advanced Techniques
- Convolutional Neural Networks in TensorFlow
- Recurrent Neural Networks in TensorFlow
- Keras Functional API
Youtube FULL explanation: https://www.youtube.com/playlist?list=PLMWIyphKbqfzb3lLONl9HLsv5vbFsYHdh
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The Deep Learning in TensorFlow Specialization is available as open source under the terms of the MIT License.