{"id":75875,"date":"2023-08-05T12:23:28","date_gmt":"2023-08-05T16:23:28","guid":{"rendered":"https:\/\/bangla.salearningschool.com\/recent-posts\/?p=75875"},"modified":"2023-08-05T12:23:31","modified_gmt":"2023-08-05T16:23:31","slug":"step-2-review-report-a-dsl-automate-initial-and-exploratory-analysis-for-data-analytics-projects","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=75875","title":{"rendered":"Step 2 Review Report a DSL Automate Initial and Exploratory Analysis for Data analytics projects"},"content":{"rendered":"\n<iframe loading=\"lazy\" width=\"1280\" height=\"616\" src=\"https:\/\/www.youtube.com\/embed\/6uhodL1ZlCU\" title=\"Step 2 Review Report a DSL Automate Initial and Exploratory Analysis for Data analytics projects\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[1961],"tags":[],"class_list":["post-75875","post","type-post","status-publish","format-standard","hentry","category-dsl","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":75873,"url":"http:\/\/bangla.sitestree.com\/?p=75873","url_meta":{"origin":75875,"position":0},"title":"Step 1 A DSL to Automate Initial and Exploratory Analysis for data analytics project","author":"Sayed","date":"August 5, 2023","format":false,"excerpt":"","rel":"","context":"In &quot;DSL&quot;","block_context":{"text":"DSL","link":"http:\/\/bangla.sitestree.com\/?cat=1961"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":78189,"url":"http:\/\/bangla.sitestree.com\/?p=78189","url_meta":{"origin":75875,"position":1},"title":"Initial and Exploratory Analysis for Data Analytics Projects","author":"Sayed","date":"May 21, 2025","format":false,"excerpt":"To have a thorough understanding of the data. Two Types: \u2022 Initial Analysis \u2022 Exploratory Analysis Initial Analysis: Univariate Bi-Variate Multi-Variate Univariate Analysis \u2022 Deciding\/Determining the dependent (target) variable \u2022 Assigning the correct data types, appropriate column names \u2022 Address: Inconsistencies, missing values, outliers \u2022 Categorical variables with too many\u2026","rel":"","context":"In &quot;Analytics and Machine Learning Project Development&quot;","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":78191,"url":"http:\/\/bangla.sitestree.com\/?p=78191","url_meta":{"origin":75875,"position":2},"title":"Data Requirements for Data Analytics Projects","author":"Sayed","date":"May 21, 2025","format":false,"excerpt":"Data \u2022 Dataset Characteristics \u2022Large Scale, Real, Representative, Relevant Features, balanced classes, unit relevant \u2022 Adapting data\/dataset for the project \u2022Clean, normalize\/standardize, bring more data, and bring more data of the missing type \u2022 Data Suitability for the project \u2022 Check for R Square Measure \u2022 Check for Bias, Variance,\u2026","rel":"","context":"In &quot;Analytics and Machine Learning Project Development&quot;","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":78193,"url":"http:\/\/bangla.sitestree.com\/?p=78193","url_meta":{"origin":75875,"position":3},"title":"Initial Analysis of Text and Image Data (Data Analytics and ML Projects)","author":"Sayed","date":"May 21, 2025","format":false,"excerpt":"Initial Analysis of Text Data \u2022 Stop word filter \u2022 Lemma \u2022 POS \u2022 Vocabulary Analysis Image Data: Initial Analysis \u2022 Fix image size, ratios \u2022 Image Scaling \u2022 Transform to Gray \u2022 Standardize Data Analytics, Machine Learning, Data Science","rel":"","context":"In &quot;Analytics and Machine Learning Project Development&quot;","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":76257,"url":"http:\/\/bangla.sitestree.com\/?p=76257","url_meta":{"origin":75875,"position":4},"title":"Can you answer these questions on Data Science Project Development","author":"Sayed","date":"August 24, 2024","format":false,"excerpt":"Can you answer these questions on Data Science Project Development Questions to answer 1. 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