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 Classification and Regression with Orange

Unlock the power of data analysis with our comprehensive classification and regression course using Orange. Ideal for aspiring data scientists, analysts, and researchers, this program covers essential techniques for predicting outcomes and making data-driven decisions. Learn to build and evaluate models, interpret results, and visualize patterns in your data. Gain hands-on experience with real-world datasets and enhance your analytical skills. Whether you're new to data science or looking to advance your career, this certificate will equip you with valuable machine learning skills.
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Data Science Training: Elevate your machine learning training with our Professional Certificate in Classification and Regression with Orange. Gain data analysis skills through hands-on projects and learn from real-world examples to master classification and regression techniques. This self-paced course offers practical skills in predictive modeling using the powerful Orange data mining software. Unlock the secrets of decision trees, support vector machines, and more, guided by industry experts. By the end of the program, you'll be equipped to tackle complex data challenges with confidence. Take the next step in your data science journey today!
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Course structure

• Introduction to Classification and Regression • Data Preprocessing for Machine Learning • Supervised Learning Algorithms • Evaluation Metrics for Classification and Regression • Feature Selection and Dimensionality Reduction • Ensemble Learning Techniques • Model Interpretability and Explainability • Hyperparameter Tuning • Time Series Forecasting • Real-World Case Studies and Applications

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

Enhance your data analysis skills with the Professional Certificate in Classification and Regression with Orange. This comprehensive program focuses on mastering classification and regression techniques using the Orange data mining software.


By completing this certificate, you will be able to build predictive models, analyze complex datasets, and make data-driven decisions with confidence. Whether you are a beginner or an experienced data analyst, this course will help you advance your career in data science.


The duration of this self-paced certificate program is 8 weeks, allowing you to learn at your own pace and balance your studies with other commitments. Throughout the course, you will work on real-world projects to apply your knowledge and skills in a practical setting.


This certificate is highly relevant to current trends in data science and analytics, as classification and regression are fundamental techniques used in various industries. The curriculum is designed to be aligned with modern tech practices, ensuring that you acquire the latest skills and knowledge needed to succeed in the field of data analysis.

Professional Certificate in Classification and Regression with Orange

The demand for professionals with expertise in classification and regression techniques is on the rise. In the UK, 78% of businesses are actively seeking individuals with advanced data analysis skills to drive decision-making and enhance business performance.

Year Percentage of Businesses
2018 65%
2019 72%
2020 78%
2021 85%
2022 78%

Career path