Artificial Intelligence
Foundations
6 weeks intensive
Advance your skills up the technology curve to solve more complex problems using AI-driven solutions.
Course description
Artificial intelligence (AI) and machine learning are revolutionizing how we operate in society, with some companies already making full use of AI to benefit their customers. We have seen this with Amazon and the use of algorithms to accurately predict what we are interested in purchasing, Apple’s incorporation of a smart assistant on our phones with Siri, and Tesla’s predictive capabilities and self-driving features. Throughout this course you will discover how foundational data science models are leveraged to obtain increased technological power: more computing power, more complex layers, and different sampling techniques that will refine the accuracy of predictions.
Our six-week Artificial Intelligence course guides participants through the mathematical and theoretical background knowledge they need for the machine learning at use in today's business world.
Students will be exposed to fundamental principles in data investigation, exploration, supervised and unsupervised learning, and the functionalities on how to turn big data into intelligent actionable insights through machine learning.
Course Description: This course provides an introduction to the field of artificial intelligence (AI). Topics include:
Lesson 1: Introduction to AI
Lesson 2: Calculus and Algebra for AI
Lesson 3: Introduction to Machine learning
Lesson 4: Introduction Supervised learning and Unsupervised learning
Lesson 5: Natural language processing and Computer vision
Lesson 6: Introduction to Deep Learning and Ethics of AI
Prerequisites: CS 101 or equivalent
Take the following Quiz to check your prerequisites
Key Outcomes
This 9-week online program is designed to provide software developers, data science professionals, and other professionals aiming to advance their technical AI skills, allowing them to solve more complex challenges and add more value to their organization.
Participants who complete the program will be prepared to:
Learn techniques that search for solutions in high-dimensional spaces, including randomized approaches to search.
Formulate a problem as a set of constraints and an objective, and apply the most appropriate algorithms to find an efficient solution.
Evaluate the implementation of recommender systems, search engines, personal assistants, and other AI technologies.
Analyze common approaches for integrating human feedback into AI systems and next-level thinking around human-computer interactions.
Evaluate the ethical and societal implications of the field of AI
AI Mastercalss Instructor
“Limitless Learning Professional Education’s programs tackle all the technologies that are at the heart of the digital transformation, enabling dedicated professionals to meet new challenges in the Fourth Industrial Revolution and lead change within their organizations.
Dr. Mourad Bouache, AI Academy @Intel, Silicon Valley
With Limitless Learning program, you will enhance your understanding of AI technology fundamentals and tools and explore various design processes involved in AI-based products.
Key takeaways
Understand data comprehensively by mastering the four stages of execution of machine learning plans: data analysis, predictive models, decision-making, and causal inference.
Learn the basic characteristics of data sets and become familiar with effective statistical tools for identifying and classifying them.
Use linear regression on historical data to build predictive models of future performance and behaviors.
Introduce neural networks into the machine learning process to establish complex connections and models between data sets.
Justify and perform machine learning to become a critical contributor to complex business decision-making.
Apply and properly evaluate observed experiments, after using machine learning, to derive relevant conclusions
Certificate of Completion from Limitless Learning
All participants who successfully complete the program will receive an Limitless Learning Professional Education Certificate of Completion.
Why should you pursue a LL Professional Education Online Program?
To fulfill your reskilling and upskilling needs in this fast changing environment.
To master the technical and human skills necessary for effective leadership.
To learn proactively with our hands-on methodology and real case applications.
To explore the latest knowledge with Limitless Learning, leaders in their respective areas.
To build a solid network with professionals from diverse fields.
Beyond Online experience
Limitless Learning Professional Education is revolutionizing the digital learning experience. In fact, we are no longer talking about online-only, but rather an interactive and collaborative learning experience that’s digitally powered: a Beyond Online experience.
That is because not only will you have access to one of the most innovative e-learning platforms that utilizes the latest technology, you’ll also have an opportunity to meet and work with some of the world’s leading subject matter experts in the fields of technology.
Meet and work with some of the world’s leading subject matter experts in the fields of technology
Even though our online programs are open to hundreds of participants, each cohort is capped at 30 to 50 participants. By connecting digitally and working in much smaller groups with colleagues from around the globe, you’ll get the feeling of a personalized learning experience, as if you were in the same classroom.
Benefits of joining the Limitless Learning Community
Limitless Learning Professional Education offers a number of benefits for participants who successfully complete this program:
Online programs and short-duration in-person programs.
Access to the virtual campus for three months after completing the program.
Exclusive announcements of new courses, programs, and events.
Unlimited refresher resources and access to unlimited and free webinars.
Invitation to the “Limitless Learning Professional Education” LinkedIn group, exclusively for alumni.
Networking opportunities with other Limitless Learning
Professional Education alumni
