TensorFlow Courses and Certifications

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Keras Deep Learning Projects with TensorFlow

10 ratings at Coursera

Master hands-on deep learning with Keras and TensorFlow through real-world projects in chatbots, sentiment analysis, image classification, and face recognition for job-ready AI skills.

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

Complete Computer Vision Bootcamp With PyTorch & Tensorflow

1013 ratings at Udemy

Learn Computer Vision with CNN, TensorFlow, and PyTorch — Master Object Detection from Basics to Advanced

• Udemy
• 2 days 11 hours 38 minutes
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Paid Course

Introduction to Computer Vision with TensorFlow

This is a self-paced lab that takes place in the Google Cloud console. In this lab you create a computer vision model that can recognize items of clothing and then explore what affects the training model.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Predict Baby Weight with TensorFlow on AI Platform

In this lab you train, evaluate, and deploy a machine learning model to predict a baby’s weight. You then send requests to the model to make online predictions. This lab is part of a series of labs on processing scientific data.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Running Distributed TensorFlow using Vertex AI

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will use TensorFlow's distribution strategies and the Vertex AI platform to train and deploy a custom TensorFlow image classification model to classify an image class…

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Introduction to Convolutions with TensorFlow

Learn to process images using convolutions and pooling in TensorFlow, extracting key features and compressing data for improved image analysis and feature detection.

• Coursera
• 50 minutes
• Self-Paced
• Paid Course

Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes

Learn to deploy and autoscale TensorFlow models using TF Serving and Kubernetes on Google Cloud, enhancing your ML infrastructure skills for efficient model serving.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh

Learn to implement canary releases for TensorFlow models using Kubernetes and Anthos Service Mesh, enhancing deployment strategies and reducing risks in machine learning projects.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Machine Learning Foundations

Master machine learning fundamentals with TensorFlow, covering neural networks, computer vision, CNNs, and natural language processing through hands-on coding examples.

• YouTube
• 2 hours 11 minutes
• Self-Paced
• Free Video

Tensorflow and Keras For Neural Networks and Deep Learning

540 ratings at Udemy

Master the Most Important Deep Learning Frameworks (Tensorflow & Keras) for Python Data Science

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