Feature Engineering | Process of Feature Engineering | Great Learning

🔥1000+ Free Courses With Free Certificates: https://www.mygreatlearning.com/academy?ambassador_code=GLYT_DES_Top_SEP22&utm_source=GLYT&utm_campaign=GLYT_DES_Top_SEP22 Looking for a career upgrade & a better salary? We can help, Choose from our no 1 ranked top programmes. 25k+ career transitions with 400 + top corporate companies. Exclusive for working professionals: https://glacad.me/3bnh4uP Get your free certificate of completion for the Feature Engineering course, Register Now: https://glacad.me/3muXm6I Understanding what parameters or features has what level of impact on the solution to a Machine Learning problem statement is key. If the talk is about using machine learning to solve a problem, then providing the algorithm with high-quality features is what makes the difference between a raw machine learning model and a very well-optimized one. Feature engineering is the most critical aspect of working with data and helping the machine understand the same. This is a skill that all analysts, data scientists, and machine learning engineers must possess. Now, keeping exactly this in mind, we have come up with this course on Feature Engineering to get you all started with the same. The instructor will also be covering a hands-on demonstration with an ample amount of examples to help concrete your understanding. 00:00:00 - Introduction 00:01:34 - Agenda 00:03:56 - Introduction to Feature Engineering 00:13:23 - Feature Engineering in Machine Engineering 00:21:47 - Goal of Feature Engineering 00:24:06 - Feature Engineering is an art 00:26:49 - Process of Feature Engineering 00:34:52 - Feature Engineering Techniques 00:56:18 - Correlation Matrix 00:58:16 - Underfitting and Fitting 01:05:26 - Practical Demonstration using Python 01:24:32 - Summary Visit Great Learning Academy, to get access to 300+ free courses with 1000+ hours of content on Data Science, Data Analytics, Artificial Intelligence, Big Data, Cloud, Management, Cybersecurity, Software Development and many more. These are supplemented with free projects, assignments, datasets, quizzes. You can earn a certificate of completion at the end of the course for free. https://glacad.me/3brX22m Get the free Great Learning App for a seamless experience, enroll for free courses and watch them offline by downloading them. https://glacad.me/3cSKlNl About Great Learning: - Great Learning is an online and hybrid learning company that offers high-quality, impactful, and industry-relevant programs to working professionals like you. These programs help you master data-driven decision-making regardless of the sector or function you work in and accelerate your career in high growth areas like Data Science, Big Data Analytics, Machine Learning, Artificial Intelligence & more.