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: Data Wrangling
- Category: Data Analysis
- Category: Statistical Machine Learning
- Category: Predictive Modeling
- Category: Feature Engineering
- Category: Data Preprocessing
- Category: Regression Analysis
- Category: Supervised Learning
- Category: Model Optimization
- Category: Model Training
- Category: Machine Learning Algorithms
- Category: Model Evaluation
