Hands-on machine learning project course using scikit-learn for real-world classification, regressio
Requirements
- scikit-learn installed
Earn Your Certificate
Showcase your skills with a certificate! Complete the course, submit your project, and earn your certificate. Here's a sample of what you'll receive to show off your accomplishments.
Course Curriculum
4 Chapters
20 Lectures
5h 20m
1. Project Foundations & Data Preparation
5 Lectures|1 Assignment|1 Quiz|51m
1. Scikit-learn Project Workflow Overview
2. Loading Data & Basic Preprocessing
3. Handling Missing Values & Scaling
4. Building Preprocessing Pipelines
5. Train/Test Split & Validation Strategy
6. ML Project Foundations
7. Build a Preprocessing Pipeline
8. Pipeline Templates
2. Classification Projects
5 Lectures|1 Assignment|1h 1m
3. Regression Projects
5 Lectures|1 Quiz|57m
4. Clustering & Dimensionality Reduction
5 Lectures|1 Assignment|2h 31m
Reviews
No reviews available
$99.00
Course Includes
Share On :