1 option
AWS Certified Machine Learning - Specialty (MLS-C01) Cert Prep: 2 Exploratory Data Analysis/ with Noah Gift.
- Format:
- Video
- Author/Creator:
- Gift, Noah, speaker.
- Language:
- English
- Genre:
- Instructional films.
- Educational films.
- Physical Description:
- 1 online resource
- Place of Publication:
- Carpenteria, CA: linkedin.com, 2023.
- System Details:
- Latest version of the following browsers: Chrome, Safari, Firefox, or Internet Explorer. Adobe Flash Player Plugin. JavaScript and cookies must be enabled. A broadband Internet connection.
- Summary:
- Learn about exploratory data analysis to prepare for the AWS Certified Machine Learning - Specialty (MLS-C01) certification.
- Join MLOps expert and CTO Noah Gift to learn all about the exploratory data analysis portion of the AWS Certified Machine Learning - Specialty (MLS-C01) certification. In this course, Noah explains how data preparation, feature engineering, and data visualization are essential for machine learning. He starts by covering data preparation for modeling, detailing how to identify and handle missing data; format, normalize, augment, and scale data; and data labeling tools. He then gets into feature engineering, the process of identifying and extracting features from data sets. Finally, Noah covers data visualization, illustrating graphs and clustering visualizations like scatterplots, histograms, box plots, and elbow plots. This course was created by Noah Gift. We are pleased to host this training in our library.
- Participant:
- Presenter: Noah Gift
- Notes:
- 2/27/2023
- Access Restriction:
- Restricted for use by site license.
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.