- Promoted by: Anonymous
- Platform: Udemy
- Category: Other IT & Software
- Language: English
- Instructor: Dr. Amar Massoud
- Duration: 1 hour(s) 30 minute(s)
- Student(s): 155
- Rate 4.9 Of 5 From 0 Votes
- Expires on: 2025/03/21
-
Price:
44.990
Mastering Feature Engineering: Boost Machine Learning Models with Advanced Techniques and Automation
Unlock your potential with a Free coupon code
for the "Feature Engineering Step by Step" course by Dr. Amar Massoud on Udemy.
This course, boasting a 4.9-star rating from 0 reviews
and with 155 enrolled students, provides comprehensive training in Other IT & Software.
Spanning approximately
1 hour(s)
30 minute(s)
, this course is delivered in English
and we updated the information on March 18, 2025.
To get your free access, find the coupon code at the end of this article. Happy learning!
Unlock the full potential of your machine learning models with our comprehensive course on Feature Engineering. Designed for data science enthusiasts, machine learning practitioners, and developers, this course covers essential and advanced feature engineering techniques that will elevate your model’s performance, accuracy, and interpretability.
From handling missing data and transforming features to automated feature engineering with libraries like FeatureTools, you'll learn the skills to create powerful, relevant features. Discover key techniques like scaling, normalization, one-hot encoding, and feature extraction. Understand when to apply polynomial and interaction features to uncover deeper patterns, and leverage time-based features for time series data. This course also introduces crucial ethical considerations, showing you how to avoid bias, ensure fairness, and enhance interpretability in your features.
Through hands-on examples, a consistent real-world use case, and Python code for each method, you’ll gain practical experience you can apply immediately. You’ll also learn best practices for documentation and version control, ensuring your features are organized and reproducible. Finally, with continuous learning and iteration techniques, you'll be equipped to keep your models relevant and effective as data evolves.
Whether you’re looking to refine your feature engineering skills or automate your workflow, this course provides the knowledge and tools to build high-performing, ethical models. Enroll today and take a step toward mastering feature engineering in machine learning!
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