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 Skill Certificate in Feature Engineering and Feature Scaling
Designed for data scientists and machine learning enthusiasts, this certificate program focuses on mastering feature engineering and feature scaling techniques. Learn how to preprocess data effectively, handle missing values, encode categorical variables, and normalize features for optimal model performance. Dive deep into advanced algorithms and tools used in feature selection and extraction. Gain the skills needed to enhance model accuracy and efficiency in complex data analysis projects. Elevate your data science expertise with this specialized training.
Start your journey to becoming a feature engineering expert today!
Data Science Training: Elevate your machine learning training with our Advanced Skill Certificate in Feature Engineering and Feature Scaling. Gain mastery in extracting valuable features from raw data and optimizing them for data analysis skills. This intensive course offers hands-on projects and real-world case studies to enhance your practical skills. Learn from industry experts and sharpen your expertise in data preprocessing techniques. Benefit from self-paced learning and personalized feedback to accelerate your career in data science. Enroll now to unlock the secrets of feature engineering and scaling for impactful data-driven decisions.Get free information
Course structure
• Introduction to Feature Engineering and Feature Scaling • Exploratory Data Analysis for Feature Engineering • Missing Data Imputation Techniques • Encoding Categorical Variables • Feature Selection Methods • Dimensionality Reduction Techniques • Normalization and Standardization of Features • Feature Scaling Algorithms • Feature Engineering for Machine Learning ModelsEnroll in our Advanced Skill Certificate in Feature Engineering and Feature Scaling to master essential techniques for data preprocessing and machine learning model performance optimization. Throughout this intensive program, you will learn how to manipulate data features effectively, handle missing values, encode categorical variables, and scale numerical features for enhanced model accuracy.
The duration of this certificate program is 10 weeks, designed to be self-paced to accommodate various schedules. Whether you are a working professional looking to upskill or a student eager to delve into advanced data science concepts, this course offers the flexibility you need to succeed.
This certificate is highly relevant to current trends in the data science field, as feature engineering and feature scaling are crucial steps in developing robust machine learning models. By honing these skills, you will be better equipped to tackle real-world data challenges and deliver impactful insights to drive business decisions.
| Year | Number of UK businesses facing cybersecurity threats |
|---|---|
| 2018 | 87% |
| 2019 | 92% |
| 2020 | 95% |
With the increasing number of cybersecurity threats faced by UK businesses, the demand for professionals with Advanced Skill Certificate in Feature Engineering and Feature Scaling is higher than ever. These skills are essential in developing robust machine learning models that can effectively detect and prevent cyber attacks.
By mastering feature engineering and feature scaling, professionals can enhance the performance of their models, leading to more accurate predictions and better decision-making processes. This not only helps in strengthening the cybersecurity posture of organizations but also ensures compliance with data protection regulations.
Employers are actively seeking individuals with expertise in these areas to safeguard their systems and data from evolving threats. Investing in acquiring these skills can open up lucrative career opportunities in ethical hacking and cyber defense, making it a valuable asset in today's competitive market.