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
Executive Certificate in Feature Engineering for Feature Selection
Designed for data scientists and machine learning professionals, this intensive program focuses on advanced feature engineering techniques and feature selection strategies. Gain the skills to optimize model performance, reduce overfitting, and enhance interpretability. Explore cutting-edge algorithms and tools to extract relevant features from complex datasets. Elevate your data analysis capabilities and make more informed business decisions. Stay ahead in the competitive field of data science with this specialized training program.
Start your learning journey today!
Feature Engineering for Feature Selection Training is a comprehensive program designed for professionals seeking to enhance their data science skills. This Executive Certificate offers hands-on projects, expert-led instruction, and real-world examples to help participants master the art of feature engineering and selection. With a focus on practical skills and industry-relevant techniques, this course equips learners with the tools needed to excel in machine learning projects. Enjoy the flexibility of self-paced learning and emerge with a valuable credential that showcases your mastery of data analysis skills. Elevate your career with this cutting-edge training today.Get free information
Course structure
• Introduction to Feature Engineering• Feature Selection Methods and Algorithms
• Univariate and Multivariate Feature Selection
• Feature Importance and Ranking Techniques
• Feature Engineering for Machine Learning Models
• Feature Engineering in Natural Language Processing
• Feature Engineering in Image Processing
• Feature Engineering for Time Series Data
• Feature Engineering Best Practices and Case Studies
Enhance your data science skills with our Executive Certificate in Feature Engineering for Feature Selection. This program is designed to help you master the techniques and tools needed to identify and select the most relevant features in your data sets, improving model performance and interpretability.
Throughout the course, you will learn advanced methods for feature engineering, including dimensionality reduction, feature scaling, and more. By the end of the program, you will be able to apply these techniques to real-world data sets and make informed decisions about feature selection.
The Executive Certificate in Feature Engineering for Feature Selection is a self-paced program that can be completed in 10 weeks. This flexible schedule allows you to learn at your own pace while balancing other commitments.
This certificate is highly relevant to current trends in data science and machine learning, as feature engineering is a crucial step in building accurate and reliable models. The skills you will gain in this program are in high demand in the industry and will set you apart as a data science professional.
| Year | Number of UK Businesses | Percentage Facing Feature Selection Challenges |
|---|---|---|
| 2018 | 500 | 65% |
| 2019 | 700 | 75% |
| 2020 | 900 | 85% |