Artificial Intelligence and Machine Learning Fundamentals (ML-1)
Location: Virtual or On-site
Length: 2 Days
Price: $1,200 per student
Overview:
Artificial Intelligence and Machine Learning Fundamentals teaches you machine learning and neural networks from the ground up using real-world examples.
Machine learning and neural networks are pillars on which you can build intelligent applications. Artificial Intelligence and Machine Learning Fundamentals begins by introducing you to Python and discussing AI search algorithms. You will cover in-depth mathematical topics, such as regression and classification, illustrated by Python examples.
As you make your way through the course, you will progress to advanced AI techniques and concepts, and work on real-life datasets to form decision trees and clusters. You will be introduced to neural networks, a powerful tool based on Moore's law.
By the end of this course, you will be confident when it comes to building your own AI applications
Learn why Fulcrum Forge is the best choice to be your training partner.
Course Objectives:
After completing this course, you will be able to:
Understand the importance, principles, and fields of AI
Implement basic Artificial Intelligence concepts with Python
Apply regression and classification concepts to real-world problems
Perform predictive analysis using decision trees and random forests
Carry out clustering using the k-means and mean shift algorithms
Understand the fundamentals of deep learning via practical examples
Who Should Attend:
This course is for software developers and data scientists who want to enrich their projects with machine learning. You do not need any prior experience in AI. However, it’s recommended that you have knowledge of high school-level mathematics and at least one programming language (preferably Python).
Certification:
Not applicable.
Prerequisites:
Introduction to Programming with Python®
To arrange a private class, call us at (888) 430-2456.
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