Imputation Methods for Missing Data

This excerpt from "AWS Certified Machine Learning Specialty: Hands On!" covers ways to impute missing data during the process of feature engineering for machine learning. Including: mean or median replacement, machine learning imputation, dropping, and MICE.

Full course: https://sundog-education.com/course/aws-certified-machine-learning-specialty-2021-hands-on/

This excerpt from "AWS Certified Machine Learning Specialty: Hands On!" covers the high-level architecture of Amazon SageMaker, AWS's core service for machine learning and AI.

View Our Full Course Catalog:
https://sundog-education.com/

DATA SCIENCE & MACHINE LEARNING PLAYLIST - WHAT TO WATCH NEXT:

7 Tips for Getting Hired at Amazon or Google
https://youtu.be/clqoD43Qeas

How to Get Experience in Big Data
https://youtu.be/WnueBG-ddCw

Machine Learning Tutorial / Online Course
https://youtu.be/ZuQ9PDVwzUA

MORE RESOURCES TO SUPPORT YOU:

FREE Course: Deep Learning with Tensorflow and Python
https://sundog-education.com/course/deeplearning/

Sundog Education All-Access Course Membership
https://sundog-education.com/membership/become-a-machine-learning-and-big-data-expert/

Check Out Our Course Catalog
https://sundog-education.com/

Machine Learning & Data Science Books
https://sundog-education.com/books/

CONNECT WITH US ON SOCIAL MEDIA:

LinkedIn: https://www.linkedin.com/company/sundogeducation
Twitter: http://www.twitter.com/SundogEducation
Facebook: https://www.facebook.com/SundogEdu

ABOUT SUNDOG EDUCATION:

Sundog Education provides online courses teaching big data, machine learning, and valuable data science skills at very affordable prices.

All the courses are taught by Frank Kane (Sundog Education, Founder & CEO) and his team of industry experts. Frank Kane spent over 9 years at Amazon.com as a senior manager and was an instrumental part of creating their recommendations through recommender systems.

At Sundog Education our mission is to make highly valuable skills in machine learning, big data, AI, and data science accessible at prices anyone in the world can afford. Our current online courses have reached over 500,000 students worldwide and are helping make six-figure careers accessible to individuals around the world.

#datascience #machinelearning #AI #bigdata #deeplearning #recommendersystems #datamining #artificialintelligence #autonomouscars #hadoop #apachespark #python #elasticsearch #aws #amazonwebservices

Видео Imputation Methods for Missing Data канала Sundog Education with Frank Kane