Curriculum
Part 1
Overview of the TensorFlow Certificate Exam
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Why giving attention to TF Exam?
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Candidate Handbook Overview
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Effective preparation
Part 2
Introduction to TensorFlow for Machine Learning
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Intro to Deep Neural Networks
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Intro to TensorFlow
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A Recipe to Computer Vision
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A Recipe Convolutional Neural Networks
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Using Real-World datasets
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Concluding Lab
Part 3
Computer Vision with TensorFlow
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Intro to Computer Vision
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Data Augmentation
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Transfer Learning
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Multiclass Classification
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Concluding Lab
Part 4
Natural Language Processing With TensorFlow
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Intro to NLP
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Text sentiments
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Word Embeddings
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Sequence Models
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Sequence Models and Literature
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Concluding Lab
Part 5
Sequence, Time Series and Prediction
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Sequences and Prediction
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Deep Neural Networks for Time Series
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Recurrent Neural Networks for time series
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Real-world time series data
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Concluding Lab