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
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36h
Total Hours
54
Lessons
Intermediate
Level
Included
Certificate
What You'll Learn
Analyze AI applications in the retail sector
Discuss the impact of AI on customer behavior and inventory
Identify key challenges in deploying AI in retail
Explain the significance of tuning in algorithm performance
Perform cross-validation techniques
Optimize hyperparameters for improved model accuracy
Explain the significance of data preprocessing in AI.
Demonstrate common data cleaning techniques.
Apply normalization and transformation methods on datasets.
Explain the importance of encoding categorical variables
Implement various encoding techniques
Evaluate the impact of different encoding methods on model performance
Course Curriculum
6 modules · 54 lessons · 36h total
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