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
Professional Certificate in Feature Engineering:
Enhance your data science skills with our Feature Engineering Techniques course. Designed for aspiring data scientists and analysts, this program covers advanced methods for creating meaningful features from raw data. Learn how to manipulate data effectively, handle missing values, and create new variables for predictive modeling. Gain hands-on experience with real-world datasets and machine learning algorithms. Elevate your data analysis skills and unlock new opportunities in the field of data science. Take the next step in your career with our Feature Engineering course.
Start your learning journey today!
Data Science Training doesn't get better than our Professional Certificate in Feature Engineering and Feature Engineering Techniques. Explore the world of machine learning training with hands-on projects and practical skills that will set you apart in the industry. Our course is designed for data analysis skills enthusiasts who want to dive deep into feature engineering, learn from real-world examples, and master advanced techniques. Enjoy the flexibility of self-paced learning and collaborative discussions with industry experts. Elevate your career with a certificate that showcases your expertise in this critical aspect of data science. Sign up now!Get free information
Course structure
• Introduction to Feature Engineering• Exploratory Data Analysis (EDA) for Feature Engineering
• Feature Selection Methods
• Encoding Categorical Variables
• Handling Missing Data in Features
• Feature Scaling and Normalization
• Dimensionality Reduction Techniques
• Feature Engineering for Time Series Data
• Feature Engineering for Natural Language Processing (NLP) tasks
Looking to enhance your data science skills? Enroll in our Professional Certificate in Feature Engineering and master the art of extracting valuable insights from data. This comprehensive program covers a range of feature engineering techniques essential for building robust machine learning models.
By the end of this course, you will be equipped with the knowledge and practical skills to manipulate data effectively, handle missing values, encode categorical variables, and create new features to improve model performance. Whether you are a beginner or an experienced data scientist, this certificate will elevate your expertise in feature engineering.
The program is designed to be flexible, allowing you to learn at your own pace. With a duration of 12 weeks, you can balance your studies with other commitments. The self-paced nature of the course enables you to delve deep into each topic and practice feature engineering techniques extensively.
Stay ahead of the curve by acquiring feature engineering skills that are in high demand across various industries. This certificate is aligned with modern tech practices and will give you a competitive edge in the job market. Gain hands-on experience with real-world datasets and showcase your expertise in feature manipulation to potential employers.
| Year | Number of Data Science Jobs |
|---|---|
| 2018 | 15,000 |
| 2019 | 20,000 |
| 2020 | 25,000 |
The demand for professionals with expertise in feature engineering and feature engineering techniques has been steadily increasing in the UK job market. According to recent statistics, the number of data science jobs in the UK has been on the rise, with 25,000 such jobs available in 2020, up from 15,000 in 2018.
Professionals with skills in feature engineering are highly sought after by companies looking to extract valuable insights from large datasets. By obtaining a Professional Certificate in Feature Engineering, individuals can enhance their employability and stay competitive in the evolving job market.
Keeping up with the latest trends and techniques in feature engineering is crucial for professionals looking to advance their careers in fields such as data science, machine learning, and artificial intelligence. By acquiring in-depth knowledge of feature engineering, individuals can contribute to the development of innovative solutions and drive business growth.