Data Analysis with Python Project
Completed by Mudassar Maqbool
October 28, 2024
18 hours (approximately)
Mudassar Maqbool's account is verified. Coursera certifies their successful completion of Data Analysis with Python Project
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: Statistical Methods
- Category: Machine Learning
- Category: Decision Tree Learning
- Category: Project Planning
- Category: Model Evaluation
- Category: Classification Algorithms
- Category: Supervised Learning
- Category: Dimensionality Reduction
- Category: Anomaly Detection
- Category: Machine Learning Algorithms
- Category: Applied Machine Learning
- Category: Logistic Regression
