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
Professional Certificate in Feature Engineering and Feature Encoding
Designed for data scientists and machine learning engineers, this certificate program delves into the critical aspects of feature engineering and feature encoding. Learn how to extract valuable insights from raw data, optimize model performance, and enhance predictive accuracy. Master techniques for handling categorical variables, dealing with missing data, and creating new features to improve machine learning models. Gain the skills needed to tackle real-world data challenges effectively. Elevate your data science capabilities with this comprehensive training.
Start your journey to becoming a feature engineering expert today!
Data Science Training: Dive into the world of feature engineering and encoding with our Professional Certificate program. Gain practical skills through hands-on projects and learn from real-world examples. This self-paced course is perfect for individuals looking to enhance their machine learning training and data analysis skills. Explore the key benefits of feature engineering, such as dimensionality reduction and data preprocessing. Master the art of feature encoding techniques like one-hot encoding and target encoding. Stand out in the competitive field of data science with this comprehensive certificate program. Enroll today to take your data science skills to the next level.Get free information
Course structure
• Introduction to Feature Engineering • Data Preprocessing Techniques • Handling Missing Data • Feature Selection Methods • Feature Scaling and Normalization • Encoding Categorical Variables • Target Encoding and Mean Encoding • One-Hot Encoding • Feature Transformation Techniques • Feature Engineering in Machine Learning ModelsOur Professional Certificate in Feature Engineering and Feature Encoding is designed to help participants master the essential skills required for advanced data manipulation and preprocessing. By completing this certificate program, students will gain expertise in techniques for creating new features from raw data and encoding categorical variables for machine learning models.
The duration of this program is 10 weeks, with a self-paced learning format that allows students to study at their own convenience. The curriculum is structured to provide a comprehensive understanding of feature engineering methodologies and best practices in the field.
This certificate is highly relevant to current trends in data science and machine learning, as feature engineering plays a crucial role in model performance and accuracy. The course content is aligned with modern tech practices and industry standards, ensuring that participants are equipped with the latest tools and techniques.
Professional Certificate in Feature Engineering and Feature Encoding
The demand for professionals with expertise in feature engineering and feature encoding is on the rise in today's market. According to recent statistics, 72% of UK businesses believe that these skills are essential for their data science and machine learning projects.
| Feature Engineering | Feature Encoding |
|---|---|
| 87% | 72% |