Exploratory Data Analysis & Core ML Algorithms
Completed by Tushar Mittal
November 5, 2025
14 hours (approximately)
Tushar Mittal'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: Predictive Modeling
- Category: Model Training
- Category: Data Preprocessing
- Category: Regression Analysis
- Category: Feature Engineering
- Category: Model Optimization
- Category: Applied Machine Learning
- Category: Model Evaluation
- Category: Decision Tree Learning
- Category: Exploratory Data Analysis
- Category: Statistical Machine Learning
- Category: Supervised Learning
