Artificial Intelligence Education Subject: The Beginner's Roadmap to Becoming an AI Expert
Instructor
Finance AI 360 Expert Team
Industry-certified security professionals
Artificial Intelligence Education Subject: The Beginner's Roadmap to Becoming an AI Expert
36
Lessons
24h
Content
4
Modules
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24h
Total Hours
36
Lessons
Beginner
Level
Included
Certificate
What You'll Learn
Describe the importance of data quality in machine learning.
Demonstrate data cleaning and preprocessing techniques.
Implement normalization and transformation methods on sample datasets.
Describe the backpropagation algorithm
Illustrate how gradient descent works
Discuss the importance of learning rates in training
Explain the importance of quality data in AI applications.
Describe methods for data collection and preprocessing.
Evaluate how data impacts AI outcomes and decisions.
Define overfitting and underfitting in the context of machine learning.
Identify signs of overfitting and underfitting in model performance.
Discuss techniques to prevent overfitting and underfitting.
Course Curriculum
4 modules · 36 lessons · 24h total
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