This is the Linux app named Tensorflow and deep learning whose latest release can be downloaded as tensorflow-without-a-phdsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS:
Tensorflow and deep learning
DESCRIPTION:
Tensorflow and deep learning repository is an educational deep learning crash course designed to help software developers quickly understand and apply machine learning concepts without requiring advanced academic background. It is structured as a series of guided lessons that combine theoretical explanations, practical examples, and runnable code, allowing learners to build intuition while actively experimenting with models. The repository covers core neural network concepts such as weights, biases, activation functions, and gradient descent, as well as more advanced techniques like convolutional networks, recurrent networks, and reinforcement learning. It includes multiple hands-on projects, such as handwritten digit recognition, airplane detection in images, and text generation using recurrent neural networks, which demonstrate how different architectures solve real-world problems.
Features
- Step-by-step deep learning crash course for developers
- Hands-on notebooks with real-world ML examples
- Coverage of CNNs, RNNs, and reinforcement learning
- Practical training techniques like dropout and learning rate decay
- Projects such as digit recognition and image detection
- Combination of theory, code, and visual learning resources
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/tf-dl-without-phd.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.