TensorFlow Courses and Certifications

Creative Applications of Deep Learning with TensorFlow

45 reviews

Explore deep learning with TensorFlow, from basic components to advanced algorithms. Learn to build neural networks for object recognition, content generation, and creative applications in AI.

• Kadenze
• 60 hours
• On-Demand
• Free Online Course

Kaggle;  Amazon Web Services;  Amazon Microcredential

Introduction to Machine Learning with TensorFlow

5 reviews

Learn supervised and unsupervised machine learning techniques using TensorFlow and Python. Master regression, neural networks, clustering, and more to solve real-world problems and build an image classifier.

• Udacity
• 2 months 1 week 5 days 12 hours 43 minutes
• On-Demand
• Paid Course

Developed by Google and Udacity, this course teaches a practical approach to deep learning for software developers.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Introduction to TensorFlow Lite

Learn how to deploy deep learning models on mobile and embedded devices with TensorFlow Lite.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Introduction to Neural Networks with TensorFlow

Master neural networks and deep learning fundamentals using TensorFlow, from data preprocessing to model training. Build and optimize architectures, implement activation functions, and enhance model performance with the Digits dataset.

• CodeSignal
• On-Demand
• Free Certificate

Introduction to TensorFlow Basics

Master TensorFlow fundamentals through hands-on practice with tensors, neural networks, and data processing. Build practical skills in tensor operations, shape manipulation, and creating basic neural network architectures.

• CodeSignal
• On-Demand
• Free Certificate

Building a Neural Network in TensorFlow

Master TensorFlow fundamentals and build neural networks through hands-on coding. Create, train, and evaluate models for binary classification while learning essential concepts like layers, activation functions, and predictions.

• CodeSignal
• On-Demand
• Free Certificate

Modeling the Iris Dataset with TensorFlow

Master TensorFlow fundamentals through hands-on practice with the Iris dataset, covering data preprocessing, model building, performance evaluation, early stopping implementation, and model deployment techniques.

• CodeSignal
• On-Demand
• Free Certificate

TensorFlow Techniques for Model Optimization

Master advanced TensorFlow optimization techniques, from regularization and dropout implementation to callback utilization and Scikit-Learn integration, enhancing model performance and preventing overfitting.

• CodeSignal
• On-Demand
• Free Certificate

Microcredential

Comprehensive Introduction to Tensorflow

Master TensorFlow fundamentals through hands-on practice, from basic tensor operations to advanced neural networks, model optimization, and deployment techniques for building efficient deep learning solutions.

• CodeSignal
• On-Demand
• Free Certificate
• 4 courses

Microcredential

TensorFlow 2 for Deep Learning

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

• Coursera
• 17 weeks, 7 hours a week
• On-Demand
• Paid Course
• 3 courses

Getting started with TensorFlow 2

568 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
• On-Demand
• Free Online Course (Audit)

Customising your models with TensorFlow 2

188 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
• On-Demand
• Free Online Course (Audit)

Probabilistic Deep Learning with TensorFlow 2

103 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
• On-Demand
• Free Online Course (Audit)

Microcredential

DeepLearning.AI TensorFlow Developer

1 review

Gain hands-on skills in applied machine learning with TensorFlow, building and training powerful models for AI-powered applications. Prepare for the Google TensorFlow Certificate exam.

• Coursera
• 17 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses