Assessment mode Assignments or Quiz
Tutor support available
International Students can apply Students from over 90 countries
Flexible study Study anytime, from anywhere

Overview

Certificate Programme in Feature Engineering for Data Mining

Unlock the power of data with our comprehensive feature engineering course. Designed for aspiring data scientists and machine learning enthusiasts, this programme equips you with the skills to extract valuable insights from complex datasets. Learn to preprocess data, handle missing values, and create new features for improved model performance. Dive deep into data mining techniques and enhance your analytical capabilities. Take your career to the next level in the rapidly evolving field of data science.

Start your learning journey today!

Data Mining Certificate Programme in Feature Engineering offers a comprehensive blend of data science training and machine learning skills. Participants will delve into data analysis techniques and hands-on projects to master the art of feature engineering. The course provides a platform for self-paced learning and real-world examples to enhance practical skills. Gain a competitive edge in the field of data mining with a focus on feature selection, extraction, and transformation. Elevate your career with this specialized programme designed to equip you with the essential tools for success in the world of data analysis.
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Course structure

• Introduction to Feature Engineering
• Data Preprocessing for Feature Engineering
• Feature Selection Methods
• Feature Extraction Techniques
• Handling Missing Data in Features
• Encoding Categorical Variables
• Feature Scaling and Normalization
• Dimensionality Reduction
• Time Series Feature Engineering
• Feature Engineering for Text Data

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

Immerse yourself in the world of data mining with our Certificate Programme in Feature Engineering. This comprehensive course equips you with the skills needed to extract and select relevant features for data analysis and machine learning models. Throughout the programme, you will master Python programming, a crucial tool for data manipulation and analysis.


The Certificate Programme in Feature Engineering is designed to be completed in 10 weeks, allowing for a self-paced learning experience that fits into your busy schedule. Whether you're a beginner or an experienced data professional, this course will enhance your expertise in feature engineering techniques and best practices.


This programme is highly relevant to current trends in the data mining industry, as feature engineering plays a vital role in the success of data-driven projects. By completing this course, you will be well-equipped to tackle real-world data challenges and stay aligned with modern tech practices in data mining and machine learning.

Year Number of Data Breaches
2018 4,156
2019 4,809
2020 5,183
The Certificate Programme in Feature Engineering for Data Mining is of paramount importance in today's market due to the increasing number of data breaches in the UK. According to the statistics provided, there has been a steady rise in the number of data breaches over the past few years, highlighting the critical need for professionals with strong data mining skills to prevent and detect such incidents. By enrolling in this programme, individuals can gain essential skills in data preprocessing, feature selection, and transformation techniques, allowing them to effectively extract valuable insights from large datasets. This specialised training equips learners with the necessary tools to enhance data quality, improve model performance, and ultimately make better business decisions. In a competitive market where data security and accuracy are top priorities, professionals with expertise in feature engineering for data mining are in high demand. This programme not only addresses the current industry needs but also provides individuals with a competitive edge in their careers.

Career path