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

Overview

Global Certificate Course in Feature Engineering for Artificial Intelligence

Enhance your AI skills with our comprehensive feature engineering course designed for aspiring data scientists and machine learning enthusiasts. Learn the essential techniques to extract meaningful features from data, optimize model performance, and drive impactful decision-making in the world of artificial intelligence. Dive deep into data preprocessing, feature selection, and transformation methods to stay ahead in the rapidly evolving AI landscape. Join us and master the art of feature engineering to unlock the full potential of AI technology.

Start your learning journey today!

Feature Engineering for Artificial Intelligence is crucial for effective machine learning training. Our Global Certificate Course offers hands-on projects, practical skills, and self-paced learning to enhance your data analysis skills. Learn from real-world examples and gain expertise in transforming raw data into informative features. This course covers advanced techniques such as dimensionality reduction, feature scaling, and feature selection. By mastering Feature Engineering, you'll improve model performance and make better data-driven decisions. Elevate your AI skills and stay ahead in the competitive tech industry with this comprehensive course. Sign up now!
Get free information

Course structure

• Introduction to Feature Engineering for AI
• Data Preprocessing and Cleaning Techniques
• Feature Selection and Dimensionality Reduction
• Feature Extraction and Transformation Methods
• Handling Missing Values in Data
• Encoding Categorical Variables
• Scaling and Normalizing Features
• Handling Outliers in Data
• Feature Engineering for Time Series Data
• Feature Engineering for NLP Tasks

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

Join our Global Certificate Course in Feature Engineering for Artificial Intelligence to enhance your data processing skills and boost your AI projects. This intensive program covers advanced techniques in feature extraction, transformation, and selection, equipping you with the knowledge to optimize machine learning models effectively.


By enrolling in this course, you will master Python programming for feature engineering, learn how to handle diverse data types, and understand the importance of feature scaling and dimensionality reduction. Additionally, you will gain hands-on experience with popular libraries like NumPy, Pandas, and Scikit-learn, enabling you to manipulate data seamlessly.


The duration of this certificate course is 8 weeks, allowing you to learn at your own pace and apply your new skills immediately in real-world projects. Whether you are a data scientist looking to deepen your expertise or a business professional aiming to leverage AI technologies, this program will provide you with valuable insights and practical tools.


This certificate course is relevant to current trends in artificial intelligence and data science, ensuring that you stay ahead in a rapidly evolving field. The curriculum is designed by industry experts and is aligned with modern tech practices, giving you a competitive edge in the job market. Don't miss this opportunity to upskill and advance your career in AI!

Global Certificate Course in Feature Engineering for Artificial Intelligence

Year Number of AI Professionals
2018 500,000
2019 800,000
2020 1,200,000

Career path