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Free Download TensorFlow 2 for Deep Learning Specialization Torrent + direct link

 

 

 
Free Download-TensorFlow 2 for Deep Learning Specialization-Torrent + direct link




About this Specialization

This Specialization is intended for machine learning researchers and practitioners who are seeking to develop practical skills in the popular deep learning framework TensorFlow.

The first course of this Specialization will guide you through the fundamental concepts required to successfully build, train, evaluate and make predictions from deep learning models, validating your models and including regularisation, implementing callbacks, and saving and loading models.

The second course will deepen your knowledge and skills with TensorFlow, in order to develop fully customized deep learning models and workflows for any application. You will use lower level APIs in TensorFlow to develop complex model architectures, fully customized layers, and a flexible data workflow. You will also expand your knowledge of the TensorFlow APIs to include sequence models.

The final course specializes in the increasingly important probabilistic approach to deep learning. You will learn how to develop probabilistic models with TensorFlow, making particular use of the TensorFlow Probability library, which is designed to make it easy to combine probabilistic models with deep learning. As such, this course can also be viewed as an introduction to the TensorFlow Probability library.

Prerequisite knowledge for this Specialization is python 3, general machine learning and deep learning concepts, and a solid foundation in probability and statistics (especially for course 3).





SKILLS YOU WILL LEARN

Tensor flow

keras

TensorFlow Probability

Probabilistic Neural Networks

deep-learning

Probabilistic Neural Network

Generative Model

Probabilistic Programming Language (PRPL)

Applied Learning Project

Within the Capstone projects and programming assignments of this Specialization, you will acquire practical skills in developing deep learning models for a range of applications such as image classification, language translation, and text and image generation.

 

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