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
Postgraduate Certificate in Feature Engineering Techniques with Orange
Designed for data enthusiasts and aspiring data scientists, this program focuses on advanced feature engineering techniques using the powerful tool Orange. Learn to extract, transform, and select the most relevant features from complex datasets to improve machine learning model performance. Gain hands-on experience in data preprocessing, feature selection, and dimensionality reduction. Enhance your analytical skills and boost your employability in the competitive field of data science. Take your data analysis capabilities to the next level with this comprehensive certificate program.
Start your learning journey today!
Feature Engineering Techniques Postgraduate Certificate program with Orange offers comprehensive training in advanced feature engineering for data science professionals. This course combines machine learning training with hands-on projects to enhance your data analysis skills. Learn from real-world examples and gain practical skills in data preprocessing, feature selection, and transformation. Benefit from expert instructors and self-paced learning to develop a deep understanding of feature engineering techniques. Join this course to sharpen your analytical skills, boost your career prospects, and stay ahead in the competitive field of data science. Enroll now to unlock the power of feature engineering in your data analysis projects.Get free information
Course structure
• Introduction to Feature Engineering Techniques• Data Preprocessing and Cleaning Methods
• Feature Selection and Dimensionality Reduction
• Encoding Categorical Variables
• Handling Missing Data
• Feature Scaling and Normalization
• Text and Image Feature Extraction
• Time Series Feature Engineering
• Feature Engineering for Machine Learning Models
• Feature Engineering Best Practices and Case Studies
Our Postgraduate Certificate in Feature Engineering Techniques with Orange will equip you with the necessary skills to excel in the field of data science. Through this program, you will master feature engineering, a critical component of data preprocessing that significantly impacts the performance of machine learning models.
The course focuses on hands-on learning, where you will work with Orange, a powerful data visualization and analysis tool, to manipulate data and extract meaningful features. By the end of the program, you will be proficient in feature selection, extraction, and transformation techniques, enabling you to enhance model accuracy and interpretability.
The duration of the Postgraduate Certificate in Feature Engineering Techniques with Orange is 10 weeks, allowing you to complete the course at your own pace. Whether you are a working professional looking to upskill or a recent graduate aiming to enter the data science field, this program offers flexibility and convenience.
You can access the course materials online and engage with interactive assignments and projects that simulate real-world scenarios, providing you with practical experience in feature engineering.
This certificate program is highly relevant to current trends in data science and machine learning. Feature engineering is considered a crucial step in the model development process, and professionals with expertise in this area are in high demand.
By enrolling in this program, you will stay aligned with modern tech practices and gain a competitive edge in the job market. Whether you aspire to work as a data scientist, machine learning engineer, or AI specialist, mastering feature engineering techniques with Orange will set you apart from your peers.
Postgraduate Certificate in Feature Engineering Techniques with Orange
| Year | Number of Data Science Jobs |
|---|---|
| 2018 | 15,000 |
| 2019 | 20,000 |
| 2020 | 25,000 |