TensorFlow Courses and Certifications

Coursera

Basic Image Classification with TensorFlow

848 ratings at Coursera

Learn to create, train, and evaluate a neural network model for accurate digit prediction from hand-written images using Keras and TensorFlow, while gaining fundamental knowledge of neural networks.

• Coursera
• 2 hours 13 minutes
• Self-Paced
• Paid Course

Credential

TensorFlow 2 for Deep Learning

722 ratings at Coursera

Develop practical skills in TensorFlow 2 for deep learning, covering model building, training, evaluation, customization, and probabilistic approaches using TensorFlow Probability.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Getting started with TensorFlow 2

582 ratings at Coursera

Learn to build, train, evaluate, and predict with deep learning models using TensorFlow 2's Sequential API. Includes hands-on coding tutorials, assignments, and a capstone project to develop an image classifier from scratch.

• Coursera
• 1 day 2 hours 13 minutes
• Self-Paced
• Paid Course

Device-based Models with TensorFlow Lite

655 ratings at Coursera

Learn to deploy machine learning models on mobile and embedded devices using TensorFlow Lite. Optimize for low-power environments and run models on Android, iOS, Raspberry Pi, and microcontrollers.

• Coursera
• 10 hours 19 minutes
• Self-Paced
• Paid Course

Data Pipelines with TensorFlow Data Services

536 ratings at Coursera

Streamline ETL tasks, optimize data pipelines, and publish datasets using TensorFlow Data Services. Learn to load, process, and share standardized data efficiently for machine learning models.

• Coursera
• 11 hours 13 minutes
• Self-Paced
• Paid Course

Advanced Deployment Scenarios with TensorFlow

512 ratings at Coursera

Explore advanced deployment scenarios using TensorFlow Serving, TensorFlow Hub, TensorBoard, and federated learning to effectively bring machine learning models into real-world applications.

• Coursera
• 12 hours 52 minutes
• Self-Paced
• Paid Course

Complete Tensorflow 2 and Keras Deep Learning Bootcamp

8899 ratings at Udemy

Learn to use Python for Deep Learning with Google's latest Tensorflow 2 library and Keras!

• Udemy
• 19 hours 13 minutes
• Self-Paced
• Paid Course

Deep Learning with TensorFlow 2.0

4876 ratings at Udemy

Build Deep Learning Algorithms with TensorFlow 2.0, Dive into Neural Networks and Apply Your Skills in a Business Case

• Udemy
• 5 hours 55 minutes
• Self-Paced
• Paid Course

Customising your models with TensorFlow 2

196 ratings at Coursera

Deepen TensorFlow skills to create custom deep learning models. Learn advanced APIs, complex architectures, and flexible data workflows. Develop a neural translation model in the capstone project.

• Coursera
• 1 day 3 hours 18 minutes
• Self-Paced
• Paid Course

Probabilistic Deep Learning with TensorFlow 2

109 ratings at Coursera

Explore probabilistic deep learning with TensorFlow Probability, covering distributions, Bayesian neural networks, normalizing flows, and variational autoencoders. Gain hands-on experience through coding tutorials and a capstone project.

• Coursera
• 2 days 4 hours 34 minutes
• Self-Paced
• Paid Course

Coursera

Tweet Emotion Recognition with TensorFlow

174 ratings at Coursera

Develop a recurrent neural network using TensorFlow to recognize emotions in tweets. Hands-on project for those with Python and neural network knowledge seeking practical NLP experience.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

A Complete Guide on TensorFlow 2.0 using Keras API

2004 ratings at Udemy

Build Amazing Applications of Deep Learning and Artificial Intelligence in TensorFlow 2.0

• Udemy
• 13 hours 6 minutes
• Self-Paced
• Paid Course

Coursera

Object Localization with TensorFlow

117 ratings at Coursera

Create and train a CNN using TensorFlow's Keras API to classify and localize emojis in images. Gain hands-on experience in implementing object localization for computer vision tasks.

• Coursera
• 2 hours
• Self-Paced
• Paid Course

Nicholas Renotte

Tensorflow Object Detection with Python - Full Course with 3 Projects

1 rating

Comprehensive guide to Tensorflow Object Detection: from setup to advanced projects. Learn to build, train, and deploy models for gesture, defect, and sentiment detection using Python, JavaScript, and Raspberry Pi.

• YouTube
• 5 hours 26 minutes
• Self-Paced
• Free Video

Credential

Machine Learning with TensorFlow on Google Cloud em Português Brasileiro

92 ratings at Coursera

Aprenda Machine Learning com TensorFlow no Google Cloud: desde estratégia até implementação prática, abordando redes neurais, problemas supervisionados e otimização de modelos para soluções escaláveis.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses