Machine Learning Frameworks Courses and Certifications

Creative Applications of Deep Learning with TensorFlow

45 ratings

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
• Self-Paced
• Free Online Course

Career Certificate

DeepLearning.AI TensorFlow Developer

25393 ratings at Coursera

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

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

19736 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
• Self-Paced
• Paid Course

TensorFlow for Deep Learning Bootcamp

12513 ratings at Udemy

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

• Udemy
• 2 days 14 hours 57 minutes
• Self-Paced
• Paid 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
• 3 hours
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Certificate

Career Certificate

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
• 12 hours
• Self-Paced
• Free Certificate
• 4 courses

Career Certificate

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
• Self-Paced
• Free Certificate
• 4 courses

Kaggle;  Amazon Web Services;  Amazon Career Certificate

Introduction to Machine Learning with TensorFlow

5 ratings

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
• Self-Paced
• Paid Course

Career Certificate

TensorFlow: Advanced Techniques

1690 ratings at Coursera

Expand TensorFlow expertise with advanced techniques in Functional API, model optimization, computer vision, and generative deep learning for powerful AI applications.

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

Career Certificate

TensorFlow: Data and Deployment

1475 ratings at Coursera

Explore advanced TensorFlow deployment scenarios across browsers, mobile devices, and various platforms. Learn data pipeline management, model retraining, and privacy-preserving techniques for real-world AI applications.

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

Deep Learning with Keras and Tensorflow

1032 ratings at Coursera

Discover hidden structures in unstructured data using TensorFlow. Learn to build and apply deep learning models for various data types to solve real-world problems.

• Coursera
• 23 hours 21 minutes
• Self-Paced
• Paid Course