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15 Best Feature Engineering Courses on Udemy

We compared 15 Feature Engineering courses currently listed on Udemy, priced from $19.99 to $199.99. They are ordered by our CourseAsk score, which is built from how thoroughly each course describes what it teaches, whether it comes from a named institution, and how it compares on price — not from star ratings, which our course data does not include.

Courses compared
15
Price range
$19.99 – $199.99
Providers
Udemy
Last updated
18 Sep 2026
How these 15 courses were chosen

Every course below is a real, currently listed course from Udemy, matched to "feature engineering" by our catalog and ordered by our CourseAsk score. Courses whose own title names the topic rank above those only tagged with it.

The grade on each entry scores how much the provider publishes about the course before you pay — the length and detail of the description, whether it lists learning outcomes and objectives — and whether a named university or institution stands behind it. A is fully documented and institution-backed; E is little more than a title and a price. Courses with almost nothing published are left ungraded rather than marked down, because an unknown course and a poor one are not the same thing.

There are no star ratings on this page — the course feeds we license do not include them, and we would rather leave a column out than fill it with a number we cannot stand behind. What we do have is price: these range from $19.99 to $199.99, as listed by the provider when we last updated the page.

  1. 1
    Udemy Certificate Grade C Lowest price here

    Feature Engineering for Machine Learning

    Dive into the most popular methods of Feature Engineering! Create additional features for a model that determines whether or not somebody will sign up for our product. We’ll look at four popular types of feature engineer...

    $19.99
    listed price
  2. 2
    Udemy Certificate Grade B

    Databricks Certified Machine Learning Professional Practice

    Instructor holds Databricks Data Engineer Professional, Databricks Machine Learning Professional, Snowflake advanced certifications, and AWS Solutions Architect Professional.**Exam Domain Weighting**Model Development: 44...

    $19.99
    listed price
  3. 3
    Udemy MOOC / Non-credit Grade B

    Simulado Microsoft Azure Data Scientist Associate

    Simulado Microsoft Certified Azure Data Scientist Associate DP-100. Aplicar técnicas de ciência de dados e aprendizado de máquina em escala exige o domínio de plataformas de nuvem que facilitem o treinamento, implantação...

    $34.99
    listed price
  4. 4
    Udemy Certificate Grade B

    Databricks Certified Machine Learning Associate Exams 2026

    Preparing for the Databricks Certified Machine Learning Associate certification requires more than simply understanding machine learning concepts—it demands familiarity with the Databricks Machine Learning platform, prac...

    $19.99
    listed price
  5. 5
    Udemy MOOC / Non-credit Grade B

    AWS Certified Machine Learning Engineer Associate Exams 2026

    Updated on 01.2026: The entire course has been fully refreshed with brand-new content to match the latest version of the AWS Certified Machine Learning Engineer – Associate exam, reflecting current AWS best practices, to...

    $19.99
    listed price
  6. 6
    Udemy Certificate Grade B

    Preparatório AWS Certified Machine Learning Specialty

    [Atualizado para os recursos SageMaker mais recentes e novos serviços AWS ML. Bom aprendizado! ]Preocupado em ser aprovado na certificação "AWS Certified Machine Learning" - exame de especialidade (MLS-C01)? Você deveria...

    $34.99
    listed price
  7. 7
    Udemy MOOC / Non-credit Grade B

    Simulado para AWS Certified Machine Learning Specialty

    Simulado para AWS Certified Machine Learning Specialty. A inteligência artificial transformou a indústria, e dominar as ferramentas de aprendizado de máquina da Amazon Web Services é essencial para os engenheiros de dado...

    $34.99
    listed price
  8. 8
    Udemy Certificate Grade B

    Google Cloud Professional Data Engineer: Get Certified 2022

    The need for data engineers is constantly growing and certified data engineers are some of the top paid certified professionals. Data engineers have a wide range of skills including the ability to design systems to inges...

    $79.99
    listed price
  9. 9
    Udemy Certificate Grade B

    Google Cloud Professional Machine Learning Engineer

    This course is designed to help you prepare for the Google Cloud Professional Machine Learning Engineer certification through structured practice exams and real-world scenarios.Machine learning is at the core of modern a...

    $29.99
    listed price
  10. 10
    Udemy Certificate Grade B

    GCP - Google Cloud Professional Machine Learning Engineer

    Become a job-ready Google Cloud Professional Machine Learning Engineer by mastering end-to-end Machine Learning, Generative AI, RAG architectures, and Agent development on Google Cloud Platform. This course is fully hand...

    $19.99
    listed price
  11. 11
    Udemy Certificate Grade B

    Tests for AWS Certified Machine Learning - Specialty

    Disclaimer:Tests for AWS Certified Machine Learning - Specialty is an independent publication and is neither affiliated with, nor authorized, sponsored, or approved by, Amazon Web Services, Inc.Course content is subject...

    $24.99
    listed price
  12. 12
    Udemy Certificate Grade B

    AWS Certified Machine Learning Specialty - Hands-On + Exams

    Master AWS Machine Learning Services and Pass the MLS-C01 Certification ExamThis comprehensive course prepares you for the AWS Certified Machine Learning - Specialty (MLS-C01) certification exam through extensive content...

    $199.99
    listed price
  13. 13
    Udemy MOOC / Non-credit Grade B

    AWS Certified Machine Learning - Specialty Exams [NEW]

    Welcome to the Ultimate Practice Exams Course for AWS Certified Machine Learning Specialty (MLS-C01)!Preparing for the AWS Certified Machine Learning Specialty MLS-C01 exam? This course is your ultimate resource, meticul...

    $24.99
    listed price
  14. 14
    Udemy Bootcamp Grade B

    AWS Machine Learning Engineer Associate — Complete Bootcamp

    “This course contains the use of artificial intelligence”This 14-day intensive bootcamp is your complete, hands-on guide to mastering the AWS Machine Learning Engineer Associate certification while gaining practical, ind...

    $199.99
    listed price
  15. 15
    Udemy Certificate Grade B

    AWS Certified Machine Learning Specialty 2025 - Mastery

    Prepare for the AWS Certified Machine Learning – Specialty (MLS-C01) exam in 2024 with our comprehensive and updated course. Dive deep into machine learning concepts and applications on the AWS platform, equipping yourse...

    $189.99
    listed price

Best Feature Engineering Courses on Udemy compared

Prices shown are the provider's listed price when we last updated this page. Confirm on their site before enrolling.

What the prices here tell you

The 15 priced courses on this page run from $19.99 to $199.99, with the middle of the range around $29.99 — a spread of $180.00. That is a wide gap for one subject. A higher price on this page usually reflects who is behind the course rather than how much material it contains, so it is worth opening two or three at different price points and comparing their syllabus before deciding.

Who is behind these courses

These courses come from Udemy. Everything on this page is sold on the one platform, so the buying experience is the same whichever you pick.

Before you enrol

Open the provider’s own page and check three things this comparison cannot tell you: when the course was last updated, what the syllabus actually covers in its later sections, and what recent learners say. Prices shown here are the provider’s listed price when we last rebuilt this page on 18 September 2026 — they change often, and a promotion can move them substantially. We earn a commission if you enrol through our links, which costs you nothing and never affects the order courses appear in.

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