TensorFlow Courses and Certifications

Introduction to Computer Vision with TensorFlow

In this lab you create a computer vision model that can recognize items of clothing and then explore what affects the training model.

• Google Skills
• 1 hour
• Self-Paced
• Paid Course

Classify Images with TensorFlow Convolutional Neural Networks

In this lab, you'll learn about how to use convolutional neural networks to improve your image classification models.

• Google Skills
• 1-2 hours
• Self-Paced
• Paid Course

Running Distributed TensorFlow using Vertex AI

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 classification dataset.

• Google Skills
• 1-2 hours
• 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.

• Google Skills
• 1-2 hours
• Self-Paced
• Paid Course

Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes

AutoML Vision helps developers with limited ML expertise train high quality image recognition models. In this hands-on lab, you will learn how to train a custom model to recognize different types of clouds (cumulus, cumulonimbus, etc.).

• Google Skills
• 1-2 hours
• Self-Paced
• Paid Course

Machine Learning with TensorFlow in Vertex AI

In this lab you will learn how to use Google Cloud Machine Learning and Tensorflow to develop and evaluate prediction models using machine learning.

• Google Skills
• 1-2 hours
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

AWS SimuLearn: TensorFlow and Computer Vision

Design and build a computer vision solution on AWS through an AI customer simulation and guided SageMaker lab.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Derek Banas

Machine Learning Tutorial for Beginners

Build TensorFlow neural network regression models, following the workflow from data preparation and feature encoding through training and evaluation.

• YouTube
• 2 hours 3 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Automatic Number Plate Recognition Using Tensorflow and EasyOCR - Python

1 rating

Build a real-time automatic number plate recognition system that detects plates, extracts text with OCR, and saves results from images and video.

• YouTube
• 1 hour 56 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Build a Python Facial Recognition App with Tensorflow and Kivy

Build a facial verification app from a Siamese neural network, training it with TensorFlow and integrating the model into a Kivy application.

• YouTube
• 5 hours 50 minutes
• Self-Paced
• Free Video

Learn TensorFlow and Deep Learning Fundamentals with Python - Code-First Introduction Part 1-2

A code-first introduction to TensorFlow and deep learning, with hands-on neural-network regression and classification in Python.

• YouTube
• 10 hours 15 minutes
• Self-Paced
• Free Video

Eran Feit

UNETR Tutorial for Face Segmentation into 11 Classes

Dive into building a UNETR model for face segmentation with TensorFlow, from dataset loading to training and visualization of segmentation masks for 11 facial classes.

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

Eran Feit

How to Actually Remove Any Background with U²-Net

Master background removal techniques with U²-Net in TensorFlow, from dataset preparation to model training and inference. Learn to build a complete pipeline for clean, precise image segmentation without green screens or blurry edges.

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

Eran Feit

How to Classify 30 Classes with CNN in Python - Musical Instruments Classification

Master CNN-based classification by building a model to identify 30 musical instrument classes using Python and TensorFlow with dataset preparation, training optimization, and evaluation.

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

Georgia Tech;  Brown University

Machine Learning

7 ratings

In this course, you'll learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

• Udacity
• 20 hours
• Self-Paced
• Free Online Course