Machine Learning & Ai Foundations Course

What you'll learn
Understand the fundamentals of AI and ML
Apply core mathematical and statistical principles
Build and evaluate basic machine learning models
Understand and implement deep learning concepts
Identify and address ethical challenges in AI
Gain practical experience with AI tools and workflows
Requirements
No prior experience with AI or Machine Learning is required
A basic understanding of high school mathematics
Some familiarity with programming (preferably Python)
Most importantly: curiosity and willingness to learn
Description
"This course contains the use of artificial intelligence in creating scripts, visuals, audio, and supporting content"Are you ready to explore the world of Artificial Intelligence (AI) and Machine Learning (ML)? This beginner-friendly course will give you the foundational knowledge and practical skills to understand, apply, and evaluate AI systems with confidence.In this course, you'll start by learning what AI is, its history and evolution, and how it is transforming industries such as healthcare, finance, education, and transportation. You'll gain a solid understanding of core concepts like supervised learning, unsupervised learning, and reinforcement learning, along with the mathematics that make AI work—linear algebra, probability, and optimization.Next, you'll dive into machine learning models and learn how to build and evaluate them using Python libraries such as NumPy, Pandas, and Scikit-learn. You'll also explore the basics of deep learning, including neural networks, CNNs, and RNNs, and discover how they power applications like image recognition and natural language processing.Beyond the technical side, this course emphasizes the importance of ethical AI. You'll learn about bias, fairness, accountability, privacy, and security, ensuring that you can think critically about the impact of AI in society.By the end of this course, you'll have the confidence to understand and explain AI concepts, build simple ML models, and take the next step toward becoming a data scientist, ML engineer, or AI professional.Take your first step into the exciting world of Machine Learning and Artificial Intelligence today!
Students & Beginners in Tech,Career Changers,Early-Career Developers, Data Analysts, or Engineers,Entrepreneurs & Business Professionals,Lifelong Learners

Homepage

https://www.udemy.com/course/machine-learning-ai-foundations-course/

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