Great Learning Free Courses Machine Learning Earn a certificate & get recognized Feature Engineering for Machine Learning 4.46 Beginner level 1.5 learning hrs 866 Learners Key Highlights Get free course content Master in-demand skills & tools Test your skills with quizzes About this course Feature Engineering is to extract the features from the data and substitute them in the algorithms.This course will help you to understand the concept of upsampling, downsampling, SMOTE, etc. Also, the course will help you understand to build the model using logistic regression and make you understand the confusion matrix. Course outline Introduction to Feature Engineering Concept of Undersampling and Oversampling Hands-on exercise showing tuning of model View More Get access to the complete curriculum once you enroll in the course View Full Course Stand out with an industry-recognized certificate Start learning 10,000+ certificates claimed, get yours today! Get noticed by top recruiters Share on professional channels Globally recognised Land your dream job Feature Engineering for Machine Learning 4.46 1.5 Hours Beginner Sign up with Email 866 learners enrolled so far Get free course content Master in-demand skills & tools Test your skills with quizzes Trusted by 10 Million+ Learners globally 4.8 4.89 4.94 4.7 Learner reviews of the Free Courses 4.46 ★★★★ ★ ☆ ★★★★★ 77% ★★★★ ☆ 10% ★★★ ☆☆ 7% ★★ ☆☆☆ 3% ★ ☆☆☆☆ 3% Vishal Randhawa 5.0 ★★★★ ★ Insightful and Well-Structured Course I enjoyed the detailed curriculum and the instructor's teaching approach. The quizzes and assignments were challenging and helped solidify my understanding of feature engineering concepts. The course is easy to follow and perfect for anyone looking to dive deeper into this topic. Highly recommended! Read more Bandana Tigela 5.0 ★★★★ ★ Comprehensive Guide to Feature Engineering and Model Tuning I enjoyed the thorough explanation of feature engineering and how it relates to improving model accuracy. The course also did a great job of covering model tuning with practical examples. I would have liked more exercises using diverse datasets to deepen my understanding further. Read more What our learners enjoyed the most Instructor 69% 69% of learners liked instructor's teaching style Skill & tools 64% 64% of learners found all the desired skills & tools Topic depth 60% 60% of learners liked the in-depth coverage of topics Become a Skilled Professional with Pro Courses Gain work-ready skills with guided projects, top faculty and AI tools, all at an affordable price. 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