AI Tools for Modeling and Prediction
Instructor
Finance AI 360 Expert Team
Industry-certified security professionals
AI Tools for Modeling and Prediction
54
Lessons
36h
Content
6
Modules
Available through bundles
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36h
Total Hours
54
Lessons
Intermediate
Level
Included
Certificate
What You'll Learn
Explain the importance of encoding categorical variables
Implement various encoding techniques
Evaluate the impact of different encoding methods on model performance
Define key performance metrics
Analyze the impact of metrics on algorithm selection
Apply metrics to compare different algorithms
Apply evaluation techniques to real-world scenarios
Critically analyze model performance
Present findings based on evaluation results
Understand the basic definition of AI.
Describe the historical developments in AI.
Identify various applications of AI in the real world.
Course Curriculum
6 modules · 54 lessons · 36h total
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