Machine Learning Frameworks Courses and Certifications

Tensorflow 2.0 | Recurrent Neural Networks, LSTMs, GRUs

486 ratings at Udemy

Sequence prediction course that covers topics such as: RNN, LSTM, GRU, NLP, Seq2Seq, Attention, Time series prediction

• Udemy
• 1 hour 14 minutes
• Self-Paced
• Free Online Course

Convolutional Neural Networks with TensorFlow in Python

481 ratings at Udemy

Advanced neural networks: Master Computer Vision with Convolutional Neural Networks (CNN) and Deep Learning

• Udemy
• 4 hours 43 minutes
• Self-Paced
• Paid Course

Encoder-Decoder Architecture

3 ratings

Explore the encoder-decoder architecture for sequence-to-sequence tasks, learning its components, training, and implementation in TensorFlow for poetry generation.

• Google Skills
• 30 minutes
• Self-Paced
• Free Online Course

Creative Applications of Deep Learning with TensorFlow II

3 ratings

Explore advanced deep learning techniques, including cloud computing, mixture density networks, attention modeling, and generative image models using TensorFlow. Enhance your skills in recurrent neural networks and state-of-the-art algorithms.

• Kadenze
• Self-Paced
• Paid Course

GOTO Conferences

Using Kubernetes for Machine Learning Frameworks

Explore Kubernetes for machine learning frameworks, covering setup, training, and inference phases. Learn to deploy TensorFlow, Apache MXNet, and PyTorch on Kubernetes clusters for efficient ML model production.

• YouTube
• 53 minutes
• Self-Paced
• Conference Talk

Machine Learning : A Beginner's Basic Introduction

359 ratings at Udemy

Learn Machine Learning Basics with a Practical Example

• Udemy
• 1 hour 50 minutes
• Self-Paced
• Paid Course

TensorFlow 2.0 Practical Advanced

354 ratings at Udemy

Master Tensorflow 2.0, Google’s most powerful Machine Learning Library, with 5 advanced practical projects

• Udemy
• 12 hours 38 minutes
• Self-Paced
• Paid Course

Python & TensorFlow: Deep Dive into Machine Learning

281 ratings at Udemy

Python & TensorFlow: The Roadmap to Deep Machine Learning Expertise

• Udemy
• 3 hours 2 minutes
• Self-Paced
• Paid Course

Master Deep Learning for Computer Vision in TensorFlow[2025]

244 ratings at Udemy

Use ConvNets & Vision Transformers to build projects in Image classification,generation,segmentation & Object detection

• Udemy
• 1 day 13 hours 47 minutes
• Self-Paced
• Paid Course

TensorFlow: Basic to Advanced - 100 Projects in 100 Days

208 ratings at Udemy

Flexible, Scalable, Open-Source Machine Learning Framework(AI)

• Udemy
• 5 hours 56 minutes
• Self-Paced
• Paid Course

TensorFlow 101: Introduction to Deep Learning

193 ratings at Udemy

Ready to build the future with Deep Neural Networks? Stand on the shoulder of TensorFlow and Keras for Machine Learning.

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

TensorFlow 2.0 Complete Course - Python Neural Networks for Beginners Tutorial

2 ratings

Comprehensive Python tutorial covering TensorFlow 2.0, neural networks, computer vision, NLP, and reinforcement learning. Includes in-depth explanations and coding examples for practical machine learning skills.

• freeCodeCamp
• 7 hours
• Self-Paced
• Free Video

Learn to build, train, and test neural networks using TensorFlow and Keras. Covers deep learning fundamentals, regression models, and hyperparameter tuning for practical applications.

• Codecademy
• 4 hours
• Self-Paced
• Free Trial Available

Devoxx

Using Kubernetes for Machine Learning Frameworks

Learn to leverage Kubernetes for training and deploying machine learning models using TensorFlow, Apache MXNet, and PyTorch. Explore isolation, auto-scaling, and GPU support for efficient ML workflows.

• YouTube
• 52 minutes
• Self-Paced
• Conference Talk

USENIX Enigma Conference

Trustworthy Machine Learning: Challenges and Frameworks

Exploring the security challenges in machine learning, this talk discusses strategies for building trustworthy AI systems by analyzing data influence, addressing vulnerabilities, and enhancing interpretability.

• YouTube
• 18 minutes
• Self-Paced
• Free Video