TensorFlow Courses and Certifications

Complete Guide to TensorFlow for Deep Learning with Python

17101 ratings at Udemy

Learn how to use Google's Deep Learning Framework - TensorFlow with Python! Solve problems with cutting edge techniques!

• Udemy
• 14 hours 10 minutes
• Self-Paced
• Paid Course

Computer Vision Fundamentals with Google Cloud

549 ratings at Coursera

Learn to solve computer vision challenges using Google Cloud, from pre-built ML models to custom CNN classifiers. Hands-on practice with image classification, model optimization, and real-world applications.

• Coursera
• 17 hours 31 minutes
• Self-Paced
• Paid Course

Natural Language Processing in TensorFlow

6537 ratings at Coursera

Learn to process text, tokenize sentences, and apply RNNs, GRUs, and LSTMs in TensorFlow for natural language processing tasks, including sentiment analysis and poetry generation.

• Coursera
• 23 hours 7 minutes
• Self-Paced
• Paid Course

Convolutional Neural Networks in TensorFlow

8223 ratings at Coursera

Explore advanced ConvNet techniques for image classification, including data augmentation, transfer learning, and multiclass categorization using TensorFlow's high-level APIs.

• Coursera
• 16 hours 17 minutes
• Self-Paced
• Paid Course

Recommendation Systems on Google Cloud

484 ratings at Coursera

Explore advanced ML techniques to build a recommendation engine pipeline, covering content-based, collaborative filtering, neural networks, and reinforcement learning approaches.

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

Career Certificate

IBM Deep Learning with PyTorch, Keras and Tensorflow

4247 ratings at Coursera

Master deep learning fundamentals and practical implementation using PyTorch, Keras, and TensorFlow through hands-on projects in neural networks, computer vision, and natural language processing.

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

Custom Models, Layers, and Loss Functions with TensorFlow

1108 ratings at Coursera

Explore advanced TensorFlow techniques for building custom models, layers, and loss functions. Learn to create Siamese networks, implement contrastive loss, and extend the TensorFlow Model class to build a ResNet.

• Coursera
• 1 day 6 hours 57 minutes
• Self-Paced
• Paid Course

Deep Learning Frameworks and Neural Networks Simplified

Master advanced deep learning skills with TensorFlow, Keras, and neural networks. Build cutting-edge AI models, implement RNNs and LSTMs, and develop practical solutions for real-world challenges.

• Coursera
• 5 hours 22 minutes
• Self-Paced
• Paid Course

Packt

AI Engineering and Deployment

Master TensorFlow, CNNs, RNNs, and AI agent frameworks like AutoGPT to build, deploy, and scale ML models with ethical considerations for real-world applications.

• Coursera
• 8 hours 58 minutes
• Self-Paced
• Paid Course

Advanced Computer Vision with TensorFlow

533 ratings at Coursera

Explore advanced computer vision techniques using TensorFlow, including image classification, segmentation, object detection, and model interpretation methods for building powerful ML models.

• Coursera
• 19 hours 1 minute
• 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

Custom and Distributed Training with TensorFlow

438 ratings at Coursera

Explore advanced TensorFlow techniques for custom training loops, graph mode optimization, and distributed training on GPUs and TPUs. Gain flexibility and efficiency in model development.

• Coursera
• 1 day 15 minutes
• Self-Paced
• Paid Course

Career Certificate

Data Scientist

50628 ratings at Simplilearn

Master Python, machine learning, and AI tools through hands-on projects while earning Microsoft certification in this comprehensive 11-month program.

• Simplilearn
• 11 months
• Self-Paced
• Paid Course

Generative Deep Learning with TensorFlow

316 ratings at Coursera

Explore advanced deep learning techniques: neural style transfer, autoencoders, VAEs, and GANs. Create unique images, denoise data, generate new content, and build powerful models using TensorFlow.

• Coursera
• 16 hours 3 minutes
• Self-Paced
• Paid Course

TensorFlow

TensorFlow Lite 视频系列教程 - 从入门到实践应用

掌握TensorFlow Lite移动端机器学习开发，从模型制作到应用部署，包含图像识别、对象检测和模型优化技术。

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video