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
• 49 hours
• On-Demand
• Paid Course

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

19732 ratings at Coursera

Aprenda a implementar princípios de IA e aprendizado de máquina usando TensorFlow, construindo modelos escaláveis para resolver problemas do mundo real em visão computacional.

• Coursera
• 22 hours 3 minutes
• On-Demand
• Paid Course

TensorFlow for Deep Learning Bootcamp

12484 ratings at Udemy

Learn TensorFlow by Google. Become an AI, Machine Learning, and Deep Learning expert!

• Udemy
• 2 days 14 hours 57 minutes
• On-Demand
• Paid Course

Introduction to TensorFlow Lite

3 ratings at Udacity

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

• Udacity
• 11 hours
• On-Demand
• Free Online Course

Deep Learning with TensorFlow & Keras

Gain insights into building, training, and customizing neural networks with TensorFlow and Keras, from simple implementations to advanced transfer learning for image classification.

• Pragmatic Institute
• 4 hours
• On-Demand
• Paid Course

Intro to TensorFlow for Deep Learning

17 ratings at Udacity

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

• Udacity
• 17 hours
• On-Demand
• Free Online Course

Microcredential

Comprehensive Introduction to Tensorflow

21 ratings at CodeSignal

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
• 12 hours
• On-Demand
• Free Certificate
• 4 courses

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
• 3 hours
• 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
• 3 hours
• 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
• 3 hours
• 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
• 3 hours
• 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
• 3 hours
• On-Demand
• Free Certificate

Microcredential

Introduction to RNN for Time Series Forecast with TensorFlow

Master RNN, LSTM, and GRU techniques in TensorFlow for time series preprocessing, modeling, forecasting, and classification across univariate and multivariate datasets.

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