The Ultimate AI And Machine Learning Foundations For Leaders

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Free Download The Ultimate AI And Machine Learning Foundations For Leaders
Published: 3/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.68 GB | Duration: 2h 23m
Master AI and Machine Learning Fundamentals and see its application in Business and Operations.

What you'll learn
Demonstrate a solid understanding of the difference between AI, Machine Learning and Deep Learning.
Clearly articulate why Large Language Models like ChatGPT and Bard are NOT intelligent.
Articulate the difference between Supervised, Unsupervised, and Reinforcement Machine Learning.
Explain the concept of machine learning and its relation to AI.
Describe what Artificial Intelligence is, and what it is not.
Explain what types of sophisticated software systems are not AI systems.
Describe how Machine Learning is different to the classical software development approach.
Compare and contrast supervised, unsupervised, and reinforcement learning.
Explain Supervised and Unsupervised Machine Learning terms such as algorithms, models, labels and features.
Explain Function Approximators and the role of Neural Networks as Universal Function Approximators.
Explain Encoding and Decoding when using machine learning models to work with non-numeric, categorical type data.
Demonstrate an intuitive understanding of Reinforcement Learning concepts such as agents, environments, rewards and goals.
Apply basic principles of neural networks to a hypothetical problem.
Discuss the role of data in training AI models
Construct a neural network model for a specified task
Understand the use of AI and Reinforcement Learning in Personalized Recommender Systems
Requirements
High school Math and a deep interest in machine learning would be highly beneficial for this series of lessons. There is no coding or complex mathematics involved in this course. If you can't remember high-school math, it will not prevent you from learning the concepts in this course.
Basic computer literacy, including familiarity with operating a computer.
Description
Conquer the Future: Master the Realms of AI and ML!Welcome to an extraordinary journey into the realms of Artificial Intelligence and Machine Learning. Led by AI and Technology expert Irlon Terblanche, this course is not just an educational experience; it's an adventure into the technologies shaping our future. Whether you're a curious beginner, a business leader, or an aspiring tech guru, this course promises to transform your understanding of some of the most cutting-edge topics in tech.Why This Course?Designed for Curiosity and Career: Tailored for both personal and professional growth, this course demystifies AI and ML, making them accessible to everyone. It's perfect for busy professionals, entrepreneurs, and anyone with a thirst for knowledge.No Math Fears: We've designed the course to be inclusive, requiring no prior expertise in math or coding. It's all about understanding concepts in a friendly, approachable manner.The Best Foundations for AI & Machine Learning: Complex topics are carefully explained, and built on top of previously-explained concepts.Lifetime Access and Flexible Learning: Learn at your pace with full lifetime access to all resources, including videos, articles, and downloadable materials.What You'll Achieve:Grasp the Core Concepts: Understand the difference between AI, ML, and Deep Learning. Learn what sets them apart and how they're revolutionizing industries.Understand more than just the basics: Understand the fundamental differences between Supervised, Unsupervised and Reinforcement Learning.See Real-World Applications: See how AI and ML are being applied in various sectors, including but not limited to its application to personalized recommender systems.Course Highlights:Engaging Video Lectures: Over 2 hours of high-quality, engaging video content that breaks down complex ideas into digestible segments.Comprehensive Topics: From the basics of neural networks to the intricacies of supervised, unsupervised and reinforcement learning.Practical Demonstrations: See real-world business applications of AI.Mobile and PC Access: Learn on the go or from the comfort of your living room.Enrol Now and Transform Your Understanding of AI and ML!Join us on this captivating journey into AI and ML. With Irlon Terblanche's expert guidance, engaging content, and practical insights, you're not just learning; you're preparing for the future. Enroll today and be part of the AI revolution!
Business Executives and Managers: Professionals in leadership roles who are looking to understand how AI can be leveraged for strategic advantage in their organizations.,Busy professionals who need a short, easy but solid understanding of AI fundamentals.,Entrepreneurs and Startup Founders: Individuals who are building or planning to build businesses where AI could play a transformative role.,Technology Consultants and Advisors: Professionals who provide strategic advice on technology adoption and integration.,Absolute beginners who are aspiring to become Data Scientists or Machine Learning Engineers, and who are looking for the best fundamentals of artificial intelligence and machine learning.,Product Managers and Developers: Those who are involved in product development and are interested in incorporating AI into new or existing products.,Non-technical Professionals: Including, but not limite to Business Analysts or Marketers. Yhis course can give you all the skills you need to be able to interact with Data Scientists, Machine Learning Engineers or other AI specialists.,AI and machine learning enthusiasts: This course will still be valuable because it covers extremely important fundamental concepts that are often misunderstood.

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