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TensorFlow Courses

25 courses5.9M learners10 providers

Master Google's open-source machine learning framework for building and deploying ML models. Learn TensorFlow and Keras for deep learning, model optimization, and production deployment.

AllKerasTF ServingTF LiteModel OptimizationTensorBoard

Editor's Picks

Top Rated in TensorFlow

All TensorFlow Courses

Google
Google
Free
beginner

Machine Learning Crash Course

Google

4.6(8,500)
15 hoursbeginner
Free
CS50's Introduction to Artificial Intelligence with Python
Harvard / edX
Free
beginner

CS50's Introduction to Artificial Intelligence with Python

Harvard / edX

4.8(4,500)
7 weeksbeginner
Free
Kaggle
Kaggle
Free
beginner

Intro to Deep Learning

Kaggle

4.5(5,600)
4 hoursbeginner
Free
Machine Learning Engineering for Production (MLOps)
Coursera
$49/mo
advanced

Machine Learning Engineering for Production (MLOps)

Coursera

4.6(8,900)
4 monthsadvanced
$49/mo
TensorFlow Developer Professional Certificate
Coursera
$49/mo
intermediate

TensorFlow Developer Professional Certificate

Coursera

4.7(35,000)
4 monthsintermediate
$49/mo
IBM AI Engineering Professional Certificate
Coursera
$49/mo
intermediate

IBM AI Engineering Professional Certificate

Coursera

4.5(12,000)
3 monthsintermediate
$49/mo
Deep Learning Fundamentals with Keras
edX
Free
beginner

Deep Learning Fundamentals with Keras

edX

4.4(3,200)
5 weeksbeginner
Free
Deep Learning A-Z 2024: Neural Networks, AI & ChatGPT
Udemy
$12.99
intermediate

Deep Learning A-Z 2024: Neural Networks, AI & ChatGPT

Udemy

4.5(55,000)
23 hoursintermediate
$12.99
TensorFlow Developer Certificate in 2024: Zero to Mastery
Udemy
$12.99
intermediate

TensorFlow Developer Certificate in 2024: Zero to Mastery

Udemy

4.7(14,000)
64 hoursintermediate
$12.99
Complete Machine Learning & Data Science Bootcamp 2024
Udemy
$12.99
beginner

Complete Machine Learning & Data Science Bootcamp 2024

Udemy

4.6(28,000)
44 hoursbeginner
$12.99
Intro to TensorFlow for Deep Learning
Google
Free
beginner

Intro to TensorFlow for Deep Learning

Google

4.5(5,400)
2 monthsbeginner
Free
Google Cloud
Google Cloud
$49/mo
advanced

ML Pipelines on Google Cloud

Google Cloud

4.4(2,800)
1 weekadvanced
$49/mo
Kaggle
Kaggle
Free
intermediate

Computer Vision

Kaggle

4.5(4,800)
4 hoursintermediate
Free
Introduction to Deep Learning & Neural Networks with Keras
Coursera
$49/mo
beginner

Introduction to Deep Learning & Neural Networks with Keras

Coursera

4.4(8,500)
3 weeksbeginner
$49/mo
Deep Learning in Python
DataCamp
$25/mo
intermediate

Deep Learning in Python

DataCamp

4.4(3,800)
4 hoursintermediate
$25/mo
Introduction to Natural Language Processing in Python
DataCamp
$25/mo
intermediate

Introduction to Natural Language Processing in Python

DataCamp

4.4(3,200)
4 hoursintermediate
$25/mo
LinkedIn Learning
LinkedIn Learning
$29.99/mo
beginner

Deep Learning: Getting Started

LinkedIn Learning

4.4(4,500)
2 hoursbeginner
$29.99/mo
Quantization Fundamentals with Hugging Face
DeepLearning.AI
Free
intermediate

Quantization Fundamentals with Hugging Face

DeepLearning.AI

4.5(2,800)
1 hourintermediate
Free
Introduction to TensorFlow for AI, ML, and DL
Coursera
$49/mo
beginner

Introduction to TensorFlow for AI, ML, and DL

Coursera

4.7(22,000)
4 weeksbeginner
$49/mo
The Data Science Course: Complete Data Science Bootcamp
Udemy
$12.99
beginner

The Data Science Course: Complete Data Science Bootcamp

Udemy

4.6(135,000)
32 hoursbeginner
$12.99
LinkedIn Learning
LinkedIn Learning
$29.99/mo
intermediate

Computer Vision: Deep Learning with Python

LinkedIn Learning

4.4(3,500)
3 hoursintermediate
$29.99/mo
Efficiently Serving LLMs
DeepLearning.AI
Free
advanced

Efficiently Serving LLMs

DeepLearning.AI

4.5(2,200)
1 houradvanced
Free
LinkedIn Learning
LinkedIn Learning
$29.99/mo
beginner

TensorFlow: Essential Training

LinkedIn Learning

4.4(4,200)
3 hoursbeginner
$29.99/mo
Introduction to On-Device AI
DeepLearning.AI
Free
intermediate

Introduction to On-Device AI

DeepLearning.AI

4.4(1,800)
1 hourintermediate
Free
Deep Learning for Computer Vision with TensorFlow
Coursera
$49/mo
intermediate

Deep Learning for Computer Vision with TensorFlow

Coursera

4.6(12,000)
4 weeksintermediate
$49/mo

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Frequently Asked Questions

Should I learn TensorFlow or PyTorch?
TensorFlow excels in production deployment with TF Serving and TF Lite. PyTorch is preferred in research. For industry roles, knowing both is ideal, but TensorFlow is a strong starting point.
What is Keras and how does it relate to TensorFlow?
Keras is TensorFlow's high-level API that simplifies model building. It provides intuitive abstractions for layers, models, and training loops while allowing access to lower-level TensorFlow features when needed.
Can I deploy TensorFlow models on mobile devices?
Yes, TensorFlow Lite (TF Lite) allows you to optimize and deploy models on mobile and edge devices. TensorFlow.js enables running models directly in web browsers.
What are the best TensorFlow certifications?
The Google TensorFlow Developer Certificate is the most recognized credential. DeepLearning.AI's TensorFlow Developer Professional Certificate on Coursera provides comprehensive preparation.

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