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
Graduate Certificate in Feature Selection and Engineering with Orange
Explore the world of data science with our specialized feature selection and engineering program. Designed for aspiring data analysts and machine learning engineers, this certificate equips you with the skills to optimize data sets for better model performance. Learn to identify relevant features, reduce dimensionality, and improve prediction accuracy using Orange, a powerful data mining tool. Gain the expertise needed to drive data-driven decisions and advance your career in the fast-growing field of data science.
Start your learning journey today!
Feature Selection and Engineering with Orange Graduate Certificate offers a comprehensive program for individuals seeking to enhance their data analysis skills and specialize in machine learning training. This course provides hands-on experience through real-world examples and practical projects, ensuring students develop a deep understanding of feature selection techniques. With a focus on self-paced learning and personalized feedback, participants can tailor their studies to fit their schedule and learning style. Gain a competitive edge in the field of data science with this specialized certificate, designed to equip you with the tools and knowledge needed to excel in feature engineering.Get free information
Course structure
• Introduction to Feature Selection and Engineering • Exploratory Data Analysis for Feature Selection • Statistical Methods for Feature Selection • Machine Learning Algorithms for Feature Selection • Feature Engineering Techniques • Dimensionality Reduction Methods • Evaluation Metrics for Feature Selection • Feature Selection in Text and Image Data • Feature Selection in Time Series Data • Feature Selection in Big Data AnalyticsOur Graduate Certificate in Feature Selection and Engineering with Orange program equips students with the skills and knowledge needed to excel in the field of data science. Through this program, participants will learn advanced techniques for feature selection and engineering, enabling them to extract valuable insights from complex datasets. The course covers a range of topics, including data preprocessing, dimensionality reduction, and model optimization.
Upon completion of the program, students will be able to effectively use the Orange data mining software to perform feature selection and engineering tasks. They will also have a solid understanding of key machine learning concepts and be able to apply them to real-world problems. Graduates will be well-prepared to pursue roles such as data scientist, machine learning engineer, or research analyst.
The Graduate Certificate in Feature Selection and Engineering with Orange is a self-paced program that can be completed in 12 weeks. This flexible format allows students to balance their studies with other commitments, making it ideal for working professionals looking to upskill. Whether you are a recent graduate or a seasoned professional, this program will help you stay ahead in the rapidly evolving field of data science.
This certificate program is highly relevant to current trends in the industry, as feature selection and engineering are essential steps in the data analysis process. By mastering these techniques, students will be able to improve the performance of machine learning models and make more accurate predictions. The curriculum is designed to be practical and hands-on, ensuring that students develop the skills needed to succeed in today's data-driven world.
Graduate Certificate in Feature Selection and Engineering with Orange
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