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
Certificate Programme in Feature Engineering for Machine Learning Models
Our certificate programme offers in-depth training in feature engineering for machine learning models. Ideal for data scientists, analysts, and AI enthusiasts looking to enhance their skills. Learn to optimize data features, improve model performance, and drive better predictions. Gain hands-on experience with real-world datasets and industry-relevant techniques.
Unlock the potential of your machine learning projects with advanced feature engineering. Start your learning journey today! Data Science Training: Elevate your machine learning training with our Certificate Programme in Feature Engineering for Machine Learning Models. Gain data analysis skills through hands-on projects and real-world examples. This self-paced course offers in-depth knowledge of feature selection, extraction, and transformation techniques. Learn to optimize model performance and interpret results effectively. Acquire practical skills to enhance predictive models and make data-driven decisions. Join a community of learners and industry experts to expand your network. Stand out in the competitive field of machine learning with this comprehensive programme. Enroll now to unlock new opportunities in the world of data science.
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Course structure
• Introduction to Feature Engineering for Machine Learning Models• Data Cleaning and Preprocessing Techniques
• Feature Selection Methods
• Handling Missing Data in Features
• Encoding Categorical Variables
• Feature Scaling and Normalization
• Dimensionality Reduction Techniques
• Text and Image Feature Extraction
• Time Series Feature Engineering
• Feature Engineering Best Practices
Our Certificate Programme in Feature Engineering for Machine Learning Models is designed to help participants master the crucial skill of feature engineering in the context of machine learning. By the end of the programme, students will be equipped with the knowledge and tools to extract valuable features from raw data, leading to improved model performance and accuracy.
The duration of this self-paced programme is 10 weeks, allowing participants to learn at their own pace and schedule. This flexibility enables working professionals and students to balance their existing commitments while upskilling in this essential area of machine learning.
This certificate programme is highly relevant to current trends in the field of machine learning and data science. Feature engineering is a critical step in the model-building process, and mastering this skill is essential for developing high-performing models. Our programme is aligned with modern tech practices and industry standards, ensuring that participants are well-prepared for real-world applications.
Certificate Programme in Feature Engineering for Machine Learning Models
As data continues to grow in volume and complexity, the need for skilled professionals in feature engineering for machine learning models is more critical than ever. In the UK, 87% of businesses face cybersecurity threats, underscoring the importance of robust machine learning models to detect and prevent such threats.
| Year | Number of Cybersecurity Threats |
|---|---|
| 2018 | 120,000 |
| 2019 | 150,000 |
| 2020 | 180,000 |