Build AI based Web Applications Using Customer Data

This is a high-level list of topics covered in this course. Please see the detailed Agenda below • Building applications for the intelligent web • Extracting structure from data: clustering and transforming your data • Recommending relevant content • Classification: placing things where they belong • Case study: click prediction for online advertising • Deep learning and neural networks • Making the right choice • The future of the intelligent web

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Hours :

Hands on Labs

Requirements

  • This course is designed for developers interested in data science and for beginner data scientists Pre-Requisites: Students should have familiar with • Basics of Python • Knowledge of Python is assumed.

Description

Build AI based Web Applications using Customer Data teaches you how to create machine learning applications that crunch and wrangle data collected from users, web applications, and website logs. In this totally revised edition, you’ll look at intelligent algorithms that extract real value from data. Key machine learning concepts are explained with code examples in Pythons scikit-learn. This course guides you through algorithms to capture, store, and structure data streams coming from the web. You’ll explore recommendation engines and dive into classification via statistical algorithms, neural networks, and deep learning. Working in a hands-on learning environment, led by our Build AI based Web Applications using Customer Data expert instructor, students will learn about and explore: • teaches the most important approaches to algorithmic web data analysis, enabling you to create your own machine • learning applications that crunch, munge, and wrangle data collected from users, web applications, sensors and website logs. • how to create machine learning applications that crunch and wrangle data collected from users, web applications, and website logs

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About the Instructor

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About the Instructor

Ernesto Lee is an impassioned blockchain entrepreneur and technologist from the Miami/Fort Lauderdale Area. For over 25 years Ernesto has been asking hard questions and pursuing tough answers. Ernesto was an original founding member, co-owner and the CTO of Blockchain Training Alliance and former Chief Solutions Architect at TechBlue.com. Presently, Ernesto is the CEO at Ernesto.Net and Engineer at Kaiser Permanente.  Ernesto’s career illustrates a lifelong commitment to pushing the envelope on innovation and growing opportunities for all around him.

As a graduate of Old Dominion University (BS, Physics), Virginia Tech (MS, Software Engineering), and Harvard Extension School (Graduate Certificate, Business Communication), Ernesto has always had a passion for technology and teaching. It has been a cornerstone of Ernesto’s career.