TensorFlow Extended Courses and Certifications

A Complete Guide on TensorFlow 2.0 using Keras API

1949 ratings at Udemy

Master TensorFlow 2.0 and Keras API in a 13-hour course. Learn to build AI applications, implement various neural networks, create a stock market trading bot, and put models into production.

• Udemy
• 13 hours 6 minutes
• On-Demand
• Paid Course

Google Cloud;  Google

ML Pipelines on Google Cloud

77 ratings at Coursera

Learn to develop ML pipelines on Google Cloud with TensorFlow Extended (TFX), automate pipelines, manage ML metadata, and use MLflow for lifecycle management in this 4-week advanced course.

• Coursera
• 10 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

TensorFlow

Coding TensorFlow

Learn to code with TensorFlow, covering recommendation systems, natural language processing, neural structured learning, and machine learning in a 5-hour program.

• YouTube
• 5 hours
• On-Demand
• Free Online Course

ML Pipelines on Google Cloud

In this course, you will be learning from ML Engineers and Trainers who work with the state-of-the-art development of ML pipelines here at Google Cloud. The first few modules will cover about TensorFlow Extended (or TFX).

• Pluralsight
• 3 hours 5 minutes
• On-Demand
• Free Trial Available

TensorFlow

TensorFlow Extended - TFX Overview and Pre-Training Workflow

Learn TensorFlow Extended (TFX) and pre-training workflow in less than an hour with TensorFlow's online material, including data validation and transformation.

• YouTube
• 32 minutes
• On-Demand
• Free Online Course

Orchestrating a TFX Pipeline with Airflow

In this lab, you'll learn to create your own machine learning pipelines using TensorFlow Extended (TFX) and Apache Airflow as the orchestrator.

• Google Cloud Skills Boost
• 1-2 hours
• On-Demand
• Paid Course

ML Pipelines on Google Cloud - Locales

Learn to develop ML pipelines on Google Cloud with TensorFlow Extended (TFX), automate pipelines, manage ML metadata, and use Cloud Composer and MLflow. Course in non-English.

• Google Cloud Skills Boost
• 8 hours
• On-Demand
• Paid Course

CNCF [Cloud Native Computing Foundation]

A Year of Democratizing ML With Kubernetes & Kubeflow

Explore ML pipelines on Kubernetes with Kubeflow in this less than 1-hour material by CNCF. Learn about new features, setup, and sophisticated ML tooling.

• YouTube
• 36 minutes
• On-Demand
• Conference Talk

ML Pipelines on Google Cloud - Português

Learn to manage ML pipelines using Google's TensorFlow Extended (TFX) and Cloud Composer in this 4-week course by Google Cloud. Also covers MLflow for complete ML lifecycle management.

• Coursera
• 10 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

ML Pipelines on Google Cloud - Français

Learn to develop ML pipelines on Google Cloud with TensorFlow Extended (TFX) and manage ML metadata in this 4-week course by Google Cloud. Explore continuous training with multiple SDKs, Kubeflow, and AI Platform Pipelines.

• Coursera
• 10 hours 8 minutes
• On-Demand
• Free Online Course (Audit)