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 Engineering Approaches
Explore the intricacies of feature engineering with our comprehensive program designed for data scientists, machine learning engineers, and AI enthusiasts. Learn advanced techniques to extract, transform, and select features for optimal model performance. Dive deep into data preprocessing, dimensionality reduction, and feature selection to enhance your predictive modeling skills. Gain hands-on experience with real-world datasets and industry best practices. Elevate your career in the field of data science with our Feature Engineering certificate. Start your learning journey today!
Feature Engineering Approaches: Executive Certificate in Feature Engineering is the ultimate program for professionals seeking to enhance their data science training. Dive deep into machine learning training with hands-on projects and gain practical skills in data analysis. Learn from real-world examples and master the art of creating impactful features for predictive modeling. This self-paced learning course offers a flexible schedule for busy individuals. Join industry experts and fellow learners in a collaborative online environment. Elevate your career with the Executive Certificate in Feature Engineering and stay ahead in the rapidly evolving field of data science.Get free information
Course structure
• Introduction to Feature Engineering • Data Preprocessing Techniques • Feature Selection Methods • Feature Transformation and Scaling • Feature Extraction Approaches • Handling Missing Data in Features • Encoding Categorical Variables • Dimensionality Reduction • Feature Engineering Best PracticesOur Executive Certificate in Feature Engineering for Feature Engineering Approaches is designed to help participants master advanced feature engineering techniques using Python programming. Over a duration of 10 weeks, learners will delve into the intricacies of feature selection, extraction, and transformation to enhance model performance.
This program is self-paced, allowing working professionals to balance their learning with other commitments effectively. By the end of the course, participants will have a comprehensive understanding of feature engineering best practices and be able to apply them to real-world data science projects.
The Executive Certificate in Feature Engineering is highly relevant to current trends in the data science field, as feature engineering plays a crucial role in developing accurate machine learning models. This certificate is aligned with modern tech practices and equips learners with in-demand skills that are sought after by top employers in the industry.
Executive Certificate in Feature Engineering for Feature Engineering Approaches
Feature engineering plays a crucial role in developing machine learning models that can accurately predict outcomes and make informed decisions. In today's market, the demand for professionals with expertise in feature engineering approaches is on the rise. According to recent statistics, 78% of UK businesses believe that feature engineering is essential for improving the performance of their machine learning models.
| Industry | Percentage |
|---|---|
| Finance | 42% |
| Healthcare | 19% |
| Retail | 25% |
| Others | 14% |