Data Analysis with Python Project
Completed by Adelia Rizqi Putri
May 23, 2025
18 hours (approximately)
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What you will learn
Define the scope and direction of a data analysis project, identifying appropriate techniques and methodologies for achieving project objectives.
Apply various classification and regression algorithms and implement cross-validation and ensemble techniques to enhance the performance of models.
Apply various clustering, dimension reduction association rule mining, and outlier detection algorithms for unsupervised learning models.
Skills you will gain
- Category: Machine Learning Methods
- Category: Supervised Learning
- Category: Machine Learning
- Category: Anomaly Detection
- Category: Machine Learning Algorithms
- Category: Applied Machine Learning
- Category: Decision Tree Learning
- Category: Dimensionality Reduction
- Category: Project Planning
- Category: Model Evaluation
- Category: Statistical Methods
- Category: Logistic Regression
