TensorFlow Courses

Natural Language Processing (NLP) Zero to Hero

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Syllabus: Natural Language Processing - Tokenization (NLP Zero to Hero - Part 1).Sequencing - Turning sentences into data (NLP Zero to Hero - Part 2).Training a model to recognize sentiment in text (NLP Zero to Hero - Part 3).ML with Recurrent Neural Net…

• YouTube
• Less than 1 hour of material
• Self paced
• Free Online Course

Coding TensorFlow

Syllabus: Recommendation systems overview (Building recommendation systems with TensorFlow).Content-based filtering & collaborative filtering (Building recommendation systems with TensorFlow).Intro to TensorFlow Recommenders (Building recommendation…

• YouTube
• 5 hours worth of material
• Self paced
• Free Online Course

Inside TensorFlow

Syllabus: Inside TensorFlow: Parameter server training.Inside TensorFlow: TF NumPy.Inside TensorFlow: Building ML infra.Inside TensorFlow: Quantization aware training.Inside TensorFlow: New TF Lite Converter.Inside TensorFlow: TF Debugging.Inside TensorF…

• YouTube
• 17 hours worth of material
• Self paced
• Free Online Course

TensorFlow Extended (TFX)

In this course, you will learn about TensorFlow Extended (TFX). You will learn about ML engineering for production ML deployments with TFX, how TFX pipelines work, why we need metadata, distributed processing and components, model understanding and busin…

• YouTube
• 10 hours worth of material
• Self paced
• Free Online Course

Building recommendation systems with TensorFlow

Syllabus: Recommendation systems overview (Building recommendation systems with TensorFlow).Content-based filtering & collaborative filtering (Building recommendation systems with TensorFlow).Intro to TensorFlow Recommenders (Building recommendation…

• YouTube
• Less than 1 hour of material
• Self paced
• Free Online Course