Exploratory Data Analysis & Core ML Algorithms
Completed by Nimat Ullah
July 26, 2025
14 hours (approximately)
Nimat Ullah's account is verified. Coursera certifies their successful completion of Exploratory Data Analysis & Core ML Algorithms
What you will learn
Apply exploratory data analysis techniques to preprocess and visualize data for machine learning.
Implement linear regression for predictive modeling and forecasting tasks.
Master logistic regression and optimize classification models using AUC-ROC.
Build decision trees and Naive Bayes classifiers, tuning models for better performance.
Skills you will gain
- Category: Decision Tree Learning
- Category: Data Preprocessing
- Category: Regression Analysis
- Category: Supervised Learning
- Category: Statistical Machine Learning
- Category: Data Wrangling
- Category: Data Analysis
- Category: Feature Engineering
- Category: Exploratory Data Analysis
- Category: Classification Algorithms
- Category: Model Training
- Category: Model Evaluation
