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
Advanced Certificate in Feature Engineering and Feature Extraction
Designed for data scientists and machine learning engineers, this program delves deep into feature engineering techniques and extraction methods to enhance model performance. Learn to manipulate data, create new features, and optimize algorithms for predictive analytics and pattern recognition. Gain expertise in dimensionality reduction and data preprocessing to streamline the model building process. Elevate your skills in machine learning with this comprehensive course.
Start your journey towards mastering feature engineering today!
Data Science Training: Elevate your machine learning training with our Advanced Certificate in Feature Engineering and Feature Extraction. Dive deep into data analysis skills through hands-on projects and real-world examples. Uncover the power of feature selection, transformation, and extraction techniques to enhance model performance. This self-paced learning experience allows you to master practical skills at your convenience. Gain a competitive edge in the field of data science by understanding how to manipulate data effectively for optimal results. Enroll now and unlock the secrets of feature engineering to become a proficient data scientist.Get free information
Course structure
• Introduction to Feature Engineering and Feature Extraction • Statistical Methods for Feature Selection • Dimensionality Reduction Techniques • Advanced Feature Encoding Methods • Handling Missing Data in Features • Feature Scaling and Normalization • Feature Transformation using PCA • Feature Selection using Recursive Feature Elimination • Feature Importance Techniques • Feature Engineering for Time Series DataEnroll in our Advanced Certificate in Feature Engineering and Feature Extraction to gain expertise in extracting and creating meaningful features from data sets. Throughout this comprehensive program, you will master advanced techniques in feature engineering to enhance the performance of machine learning models.
The course focuses on practical skills such as data preprocessing, dimensionality reduction, and feature selection. By completing this certificate, you will be equipped with the knowledge to optimize data for a wide range of machine learning applications, making you a valuable asset in the data science field.
This self-paced program is designed to be completed in 10 weeks, allowing you to learn at your own convenience. Whether you are a data scientist looking to enhance your skills or a professional transitioning into the field, this certificate will provide you with the necessary expertise to excel in feature engineering.
Stay ahead of the curve with our Advanced Certificate in Feature Engineering and Feature Extraction, which is aligned with modern tech practices and industry trends. As organizations increasingly rely on data-driven insights, the ability to extract and engineer features effectively is in high demand across various sectors.
Expand your skill set and advance your career with our specialized program. Join now to master feature engineering and extraction, empowering you to tackle complex data challenges with confidence.
Advanced Certificate in Feature Engineering and Feature Extraction
According to recent studies, the demand for professionals with expertise in feature engineering and feature extraction is on the rise. In the UK, 87% of businesses face challenges related to data processing and feature extraction, highlighting the critical need for skilled individuals in this field.
| Year | Number of Data Science Jobs |
| 2018 | 5,000 |
| 2019 | 8,000 |
| 2020 | 12,000 |