When does class start/end?
Class hours may vary, please reach out to contact@ascendientlearning.com if you have any questions.
Introduction to AI and ML
This introductory course on AI/ML will teach you the fundamentals of these rapidly evolving fields, including their definitions, key components, differences, types, applications, and ethical...
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$1,995 USD
Duration
1 day
Course Code
WA3408
Available Formats
Classroom
Overview
This introductory course on AI/ML will teach you the fundamentals of these rapidly evolving fields, including their definitions, key components, differences, types, applications, and ethical implications. You will also learn how to analyze real-world use cases and applications of AI/ML.
Skills Gained
- Define AI and ML and explain their key components and differences
- Identify and discuss the types and applications of AI/ML
- Summarize the basic concepts of machine learning
- Analyze real-world use cases and applications of AI/ML
- Evaluate the ethical implications of AI and develop strategies for building trust in AI systems
Course Details
Outline
Introduction
- Course Objectives and Overview
- Brief History of AI and ML
Fundamental Concepts of Artificial Intelligence (AI)
- Definition and Components of AI
- Rule-based systems
- Learning systems
- Types of AI
- Narrow AI vs. General AI
- Reactive, Limited Memory, Theory of Mind, Self-aware AI
- AI vs Human Intelligence: Key Differences
Introduction to Machine Learning (ML)
- What is ML and Why it Matters
- Relationship between AI and ML
- Types of Machine Learning
- Supervised Learning
- Unsupervised Learning
- Reinforcement Learning
- Deep Learning
- Basic Concepts in ML
- Training data
- Model
- Prediction
Real-world Use Cases and Applications of AI/ML
- Everyday AI Applications
- Smart Assistants (e.g., Siri, Alexa)
- Recommendations (e.g., Netflix, Amazon)
- Healthcare
- Diagnosis and Imaging
- Personalized Medicine
- Transportation
- Autonomous Vehicles
- Route Optimization
- Finance
- Fraud Detection
- Robo-advisors
- Entertainment
- Music and Movie Creation
- Game AI
- Agriculture, Environment, and More
Trustworthy AI and Ethics
- Importance of Trust in AI
- Principles for Trustworthy AI
- Transparency
- Fairness
- Security
- Accountability
- Real-world Issues and Controversies
- Bias in AI
- Job Displacement
- Surveillance and Privacy
- Strategies for Building Trust in AI Systems
- Data Quality and Integrity
- Clear Communication with Users
- Inclusive Design and Testing
- Role of Regulation and Governance
- Group Activity: Discussing Ethical Scenarios
Preparing for an AI-Driven Future
- Understanding AI’s Potential Impact on Society
- Building AI Awareness in Various Fields
- Embracing Continuous Learning and Adaptation
- Interactive Discussion: How to Stay Updated and Involved
Conclusion and Recap
- Key Takeaways
- Further Resources and Learning Pathways
Schedule
FAQ
Does the course schedule include a Lunchbreak?
Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.
What languages are used to deliver training?
Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.
What does GTR stand for?
GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.
How do I find an Ascendient Learning training location?
We have training locations across the United States and Canada - View a complete list of classroom training locations.
Which delivery formats are available?
At Ascendient Learning, we offer training that is Instructor-Led, Online, Virtual, and Self-Paced.
Does Ascendient Learning deliver group training?
Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.
What does vendor-authorized training mean?
As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.
Is the training too basic, or will you go deep into technology?
It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.
How up-to-date are your courses and support materials?
We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.
Are your instructors seasoned trainers who have deep knowledge of the training topic?
Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.
Do you provide hands-on training and exercises in an actual lab environment?
Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.
Will you customize the training for our company’s specific needs and goals?
We will work with you to identify training needs and areas of growth. We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.
How do I get started with certification?
Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.
Will I get access to content after I complete a course?
You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.
How do I request a W9 for Ascendient Learning?
View our filing status and how to request a W9.
Reviews
Quick to sign-up to course, and was able to garner some information from the course.
the course is good, covers many aspects, wish the lab is a little bit more in depth
Instructor was great, course was mostly very good except for too much focus on pricing
Thank Tech Data for sponsoring this course you really take care of your partners.
Great instructor, clear and concise course. Labs were easy to follow and worked perfectly.
