Monday, August 1, 2022

What are the Top 10 Cloud Computing Certification & Training Programs? (#7)

Colleagues, #7 on our Top 10 Countdown is Building AI Applications on Google Cloud Platform. Learn about the Cloud AutoML suite of machine learning products that allows developers with limited machine learning expertise to train high-quality models specific to their business needs. It relies on Google’s state-of-the-art transfer learning and neural architecture search technology. Developers use Cloud AutoML’s graphical user interface to train, evaluate, improve, and deploy models based on their data. Building AI Applications on Google Cloud Platform LiveLessons covers programming components essential to the development of AI and Analytics applications. The focus is on building real-world software engineering applications on the Google Cloud Platform. Several emerging technologies are used to demonstrate the process, including AutoML and Google BigQuery. The Python language is used throughout the course, as Python is becoming the de facto standard language for AI application development in the cloud. Skill-based training modules equip you to: 1) Create an Application Skeleton on GCP using Google App Engine - Set up gcloud environment, Create Hello World application, Deploy Hello World application, Modify and re-deploy Hello World application, Architect Analytics Applications overview; 2) Build ETL (Extract Transform Load) Pipelines - ETL overview, Data flow demo, Cloud functions, GAE Cron jobs, 3) Use ML Prediction on BigQuery - Introduction to Big Theory, Create Supervised ML predictions with BigQuery, Create K-Means Clustering with BigQuery, 4) Use AutoML - AutoML overview, AutoML Vision and Tables. 5) Use AI Platform - Explore AI APIs, Predict with AI Platform, Use Notebooks for Data Science explorations, 6) Build an Analytics Application from Scratch - Create a new Analytics application from scratch, Build queries against BigQuery, Enhance an Analytics application, Enable functionality in an Analytics application, and 7) Using Build Systems and Containers - Architect continuous deployment systems, Configure your repository in Github, Configure makefile in Google Cloud Shell and Build your project in CircleCI.


Enroll today (teams & execs welcome): https://tinyurl.com/yfwu99ee 


Much career success, Lawrence E. Wilson - Online Learning Central (share & subscribe) 


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