Feature Engineering For Machine Learning 101

Name: Feature Engineering For Machine Learning 101
Price: 49.99 USD
Availability: InStock

Develop essential engineering skills with expert instruction and practical examples.

Online Course

Self-paced learning

Flexible Schedule

Learn at your pace

Expert Instructor

Industry professional

Certificate

Upon completion

What You'll Learn

Master the fundamentals of engineering

Apply best practices and industry standards

Build practical projects to demonstrate your skills

Understand advanced concepts and techniques

Skills you'll gain:

Professional SkillsBest PracticesIndustry Standards

Prerequisites & Target Audience

Skill Level

IntermediateSome prior knowledge recommended

Requirements

Basic understanding of engineering

Enthusiasm to learn

Access to necessary software/tools

Commitment to practice

Who This Course Is For

•Professionals working in engineering

•Students and career changers

•Freelancers and consultants

•Anyone looking to improve their skills

Course Information

About This Course

1. Data Types DemystifiedUnderstand Nominal, Ordinal, Interval, and Ratio features. Learn how to visualize and interpret feature types with ease.

2. Speed Up EDA with Manus (AI Tool)Use Manus, an AI-powered assistant, to accelerate your Exploratory Data Analysis. Automatically generate charts, summary statistics, and insights - fast.

Let AI help you find patterns and outliers without coding everything manually. 3. Handling Missing Data Like a ProWhat missing values are and why they matter.

Practical strategies to fill in numerical and categorical gaps. 4. Smart Feature SelectionUse ANOVA F-Test, Chi-Square, and RFE to choose only the most useful features.

Provider

Udemy

Estimated Duration

10-20 hours

Language

English