Algorithms of the Intelligent Web is a hands-on Applied Machine Learning & AI course that teaches you how to create machine learning applications that crunch and wrangle data collected from users, web applications and website logs. Leveraging the most current standards, skills and practices, you’ll examine intelligent algorithms that extract real value from data. Key machine learning concepts are explained with code examples in Python’s 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.
Our engaging instructors and mentors are highly-experienced practitioners who bring years of current, modern "on-the-job" modern applied datascience, AI and machine learning experience into every classroom and hands-on project. Working in a hands-on lab environment led by our expert instructor, attendees will explore
Need different skills or topics? If your team requires different topics or tools, additional skills or custom approach, this course may be further adjusted to accommodate. We offer additional AI, machine learning, deep learning, data science, programming, Python/R and other related topics that may be blended with this course for a track that best suits your needs. Our team will collaborate with you to understand your needs and will target the course to focus on your specific learning objectives and goals.
This course is geared for attendees with who wish 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.
Pre-Requisites: Students should have
Please see the Related Courses tab for specific Pre-Requisite courses, Related Courses that offer similar skills or topics, and next-step Learning Path recommendations.
Please note that this list of topics is based on our standard course offering, evolved from typical industry uses and trends. We will work with you to tune this course and level of coverage to target the skills you need most.
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
Please see the Related Courses tab for specific Pre-Requisite courses, Related Courses that offer similar skills or topics, and next-step Learning Path recommendations.
Lab Setup Made Simple. All course labs and solutions, data sets, Tableau course software (limited version, for course use only), detailed courseware, lab guides and resources (as applicable) are provided for attendees in our easy access, no installation required, remote lab environment for the duration of the course. Our tech team will help set up, test and verify lab access for each attendee prior to the course start date, ensuring a smooth start to class and successful hands-on course experience for all participants.
Live scheduled classes are listed below or browse our full course catalog anytime
Check out custom training solutions planned around your unique needs and skills.
Exclusive materials, ongoing support and a free live course refresh with every class.
Please see the current upcoming available open enrollment course dates posted below. Please feel free to Register Online below, or call 844-475-4559 toll free to connect with our Registrar for assistance. If you need additional date options, please contact us for scheduling.
Course Title | Days | Date | Time | Price | |
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Algorithms of the Intelligent Web | Building Intelligent Web Applications | 3 Days | May 10 to May 12 | 10:00 AM to 06:00 PM EST | $2,495.00 | Register |
Algorithms of the Intelligent Web | Building Intelligent Web Applications | 3 Days | Jul 12 to Jul 14 | 10:00 AM to 06:00 PM EST | $2,495.00 | Register |
Algorithms of the Intelligent Web | Building Intelligent Web Applications | 3 Days | Sep 8 to Sep 10 | 10:00 AM to 06:00 PM EST | $2,495.00 | Register |
Algorithms of the Intelligent Web | Building Intelligent Web Applications | 3 Days | Oct 27 to Oct 29 | 10:00 AM to 06:00 PM EST | $2,495.00 | Register |
Algorithms of the Intelligent Web | Building Intelligent Web Applications | 3 Days | Dec 6 to Dec 8 | 10:00 AM to 06:00 PM EST | $2,495.00 | Register |
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