TensorFlow Courses and Certifications

Encoder-Decoder Architecture

3 reviews

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
• On-Demand
• Free Certificate

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
• On-Demand
• Paid Course

Object Detection Web App with TensorFlow, OpenCV and Flask

374 ratings at Udemy

Build an Object Detection Model from Scratch using Deep Learning and Transfer Learning

• Udemy
• 1 hour 2 minutes
• On-Demand
• Paid Course

Generative Deep Learning with TensorFlow

315 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
• On-Demand
• Paid Course

Deep learning for object detection using Tensorflow 2

319 ratings at Udemy

Understand, train and evaluate Faster RCNN, SSD and YOLO v3 models using Tensorflow 2 and Google AI Platform

• Udemy
• 9 hours 52 minutes
• On-Demand
• Paid Course

TensorFlow and the Google Cloud ML Engine for Deep Learning

306 ratings at Udemy

CNNs, RNNs and other neural networks for unsupervised and supervised deep learning

• Udemy
• 17 hours 23 minutes
• On-Demand
• Paid Course

Android Machine Learning with TensorFlow lite in Java/Kotlin

254 ratings at Udemy

Build 10+ Machine Learning Powered Android Apps | Train ML Models for Android | Use ML Models in Android App Development

• Udemy
• 7 hours 8 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Coursera

Fine Tune BERT for Text Classification with TensorFlow

212 ratings at Coursera

Learn to fine-tune BERT for text classification using TensorFlow, covering data preprocessing, input pipelines, and model training. Gain hands-on experience with advanced NLP techniques.

• Coursera
• 2 hours 51 minutes
• On-Demand
• Paid Course

Coursera

Transfer Learning for NLP with TensorFlow Hub

181 ratings at Coursera

Learn to leverage pre-trained NLP models from TensorFlow Hub for text classification tasks. Fine-tune models on real-world data and visualize performance metrics using Tensorboard.

• Coursera
• 2 hours
• On-Demand
• Paid Course

AWS SageMaker Complete Course| PyTorch & Tensorflow NLP-2023

129 ratings at Udemy

Build DL/ML model in Sklearn,Tensorflow/Keras & PyTorch. How to bring docker container&Algorithm from local to Sagemaker

• Udemy
• 5 hours 29 minutes
• On-Demand
• Paid Course

Coursera

Visualizing Filters of a CNN using TensorFlow

84 ratings at Coursera

Explore CNN filter visualization using TensorFlow and VGG16. Learn gradient ascent techniques to maximize filter activations and gain insights into neural network operations.

• Coursera
• 1 hour 20 minutes
• On-Demand
• Paid Course

Deep Learning with Keras and Tensorflow in R

20 ratings at Udemy

Learn to use convolutional neural networks for image recognition, character recognition and accurate predictions.

• Udemy
• 3 hours 32 minutes
• On-Demand
• Paid Course

Identify Horses or Humans with TensorFlow and Vertex AI

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you use convolutions to recognize features in an image where the subject can be anywhere in the image!

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Coursera

CNNs with TensorFlow: Basics of Machine Learning

Learn to build and analyze neural networks for image classification using TensorFlow. Design, implement, and evaluate models for a retail marketing campaign, with applications in various fields.

• Coursera
• 2 hours 15 minutes
• On-Demand
• Paid Course