Duration
The programme is available in two duration modes:
Fast track - 1 month
Standard mode - 2 months
Course fee
The fee for the programme is as follows:
Fast track - 1 month: £140
Standard mode - 2 months: £90
Assessment mode
Assignments or Quiz
Tutor support available
International Students can apply
Students from over 90 countries
Flexible study
Study anytime, from anywhere
Overview
Certified Professional in Feature Engineering and Feature Engineering Methods
Our certification program is designed for data scientists and machine learning engineers seeking to enhance their feature engineering skills and master advanced methods in this critical area. Learn how to extract valuable insights from data and optimize model performance through hands-on projects and expert guidance. Whether you are a beginner or experienced professional, this course will deepen your understanding of feature engineering and boost your career prospects in the competitive field of data science.
Start your journey to becoming a certified feature engineering expert today!
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Course structure
• Introduction to Feature Engineering • Feature Importance and Selection Methods • Handling Missing Data in Features • Encoding Categorical Variables • Feature Scaling Techniques • Feature Extraction and Transformation • Dimensionality Reduction Methods • Time Series Feature Engineering • Text Data Feature Engineering • Image Data Feature EngineeringAre you looking to become a Certified Professional in Feature Engineering and master Feature Engineering Methods? This comprehensive program will equip you with the necessary skills to excel in this field.
The learning outcomes include mastering Python programming, understanding advanced feature engineering techniques, and applying feature engineering methods to real-world problems.
The duration of this program is 12 weeks and is self-paced, allowing you to learn at your convenience.
This certification is highly relevant to current trends as feature engineering is a critical aspect of data science and machine learning.
By enrolling in this program, you will be aligned with modern tech practices and gain a competitive edge in the industry.
Certified Professional in Feature Engineering and Feature Engineering Methods
Feature engineering is a crucial aspect of data science and machine learning, playing a significant role in the success of models and algorithms. In today's market, the demand for professionals with expertise in feature engineering is on the rise, with companies seeking individuals who can extract relevant features from raw data effectively.
According to UK-specific statistics, 82% of businesses believe that feature engineering is essential for improving the accuracy and performance of machine learning models. However, only 45% of companies currently have professionals with certified expertise in feature engineering methods.
| Statistics | Percentage |
|---|---|
| Businesses Requiring Feature Engineering | 82% |
| Businesses with Certified Professionals | 45% |
By obtaining a certification as a Professional in Feature Engineering, individuals can showcase their proficiency in feature selection, extraction, and transformation techniques. This certification demonstrates their ability to enhance model performance and deliver valuable insights from data.
With the increasing demand for data-driven decision-making and predictive analytics, professionals with expertise in feature engineering methods are well-positioned to excel in the competitive market. Investing in continuous learning and certification in feature engineering can open up new career opportunities and lead to professional growth in the field of data science and machine learning.