{"id":16526,"date":"2021-06-26T09:04:02","date_gmt":"2021-06-26T03:34:02","guid":{"rendered":"http:\/\/onlineappsdba.com\/?p=16526"},"modified":"2021-06-26T09:05:51","modified_gmt":"2021-06-26T03:35:51","slug":"mls-c01-aws-certified-machine-learning-specialty-qna-day-3-4-live-session-review","status":"publish","type":"post","link":"https:\/\/onlineappsdba.com\/index.php\/2021\/06\/26\/mls-c01-aws-certified-machine-learning-specialty-qna-day-3-4-live-session-review\/","title":{"rendered":"[MLS-C01] AWS Certified Machine Learning \u2013 Specialty QnA Day 3 &#038; 4 Live Session FAQs."},"content":{"rendered":"<p>The blog post &#8211; <a href=\"https:\/\/k21academy.com\/amazon-web-services\/aws-ml\/mls-c01-aws-certified-machine-learning-specialty-qna-day-3-4-live-session-review\/\" target=\"_blank\" rel=\"noopener noreferrer\"><em><strong>https:\/\/k21academy.com\/awsml21<\/strong><\/em><\/a> will cover the Q\/A\u2019s from Day 3 &amp; 4 of AWS Certified Machine Learning \u2013 Specialty in which we have covered Module 3: Data Engineering Basics and Module 4: Data Engineering in AWS FAQs. This blog will help you to get started with AWS Certified Machine Learning \u2013 Specialty[MLS-C01].<\/p>\n<p>We will cover:<\/p>\n<p>\u2022 Bias or Variance Trade-off<\/p>\n<p>\u2022 Data Cleaning &amp; Normalization<\/p>\n<p>\u2022 Normalizing numerical data<\/p>\n<p>\u2022 K-Fold cross-validation to avoid overfitting [Hands-on]<\/p>\n<p>\u2022 Feature Engineering and the Curse of Dimensionality<\/p>\n<p>\u2022 Techniques for Imputation Missing Data \u2022 Oversampling, Undersampling, and SMOTE<\/p>\n<p>\u2022 Binning, Transforming, Encoding, Scaling, and Shuffling<\/p>\n<p>\u2022 Dealing with Unbalanced data<\/p>\n<p>\u2022 Handling outliers [Hands-on]<\/p>\n<p>\u2022 Introduction to Data Engineering<\/p>\n<p>\u2022 Amazon S3 [Hands-on]<\/p>\n<p>\u2022 Amazon S3 &#8211; Storage classes &amp; Lifecycle Rules<\/p>\n<p>\u2022 S3 Security<\/p>\n<p>\u2022 Amazon S3 Security and so on\u2026<\/p>\n<p>If you are planning to become a Certified Machine Learning Specialist then register for the FREE Class at <a href=\"https:\/\/k21academy.com\/aws-certified-ml-speciality-free-class-waitlist\/?utm_source=onlineappsdba&amp;utm_medium=referral&amp;utm_campaign=awsml02_june21\" target=\"_blank\" rel=\"noopener noreferrer\"><em><strong>https:\/\/k21academy.com\/awsml02<\/strong><\/em><\/a>.<\/p>\n<p><a href=\"https:\/\/k21academy.com\/aws-certified-ml-speciality-free-class-waitlist\/?utm_source=onlineappsdba&amp;utm_medium=referral&amp;utm_campaign=awsml02_june21\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"transparent aligncenter\" src=\"https:\/\/k21academy.com\/wp-content\/uploads\/2021\/06\/WL_CU_AWSMLGIF.gif\" alt=\"https:\/\/k21academy.com\/wp-content\/uploads\/2021\/06\/WL_CU_AWSMLGIF.gif\" \/> <\/a><\/p>\n<p>Also, don&#8217;t forget to join us on our FREE Telegram group <a href=\"https:\/\/t.me\/aimlK21academy\"><em><strong>https:\/\/t.me\/aimlK21academy<\/strong><\/em><\/a> , and be the first to receive AWSML related news and updates.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The blog post &#8211; https:\/\/k21academy.com\/awsml21 will cover the Q\/A\u2019s from Day 3 &amp; 4 of AWS Certified Machine Learning \u2013 [&hellip;]<\/p>\n","protected":false},"author":115,"featured_media":16527,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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