{"id":9712,"date":"2024-10-17T07:26:17","date_gmt":"2024-10-17T07:26:17","guid":{"rendered":"https:\/\/3ctrainingbd.com\/lms?post_type=lp_course&#038;p=9712"},"modified":"2025-02-27T17:06:25","modified_gmt":"2025-02-27T17:06:25","slug":"complete-data-science-course-from-fundamentals-to-advanced-techniques","status":"publish","type":"lp_course","link":"https:\/\/3ctrainingbd.com\/lms\/lp-courses\/complete-data-science-course-from-fundamentals-to-advanced-techniques\/","title":{"rendered":"Complete Data Science Course: From Fundamentals to Advanced Techniques"},"content":{"rendered":"<p>Basic Python<br \/>\nData Visualization with Python<br \/>\nBasic Knowledge of Machine Learning Algorithms &amp; Supervised learning Data<br \/>\nBasic Statistics on Dataset: Mean, Median, Mode, Standard Deviation, Percentile, Data Distribution, Normal Data Distribution, Scatter Plot, Data Scale<br \/>\nData Engineering using Pandas with cross-validation by training\/Test<br \/>\nKnowledge of data overfitting<br \/>\nScikit-learn &amp; TensorFlow Fundamentals<br \/>\nAlgorithms: KNN, Decision Tree, Linear Regression, Polynomial Regression, Multiple Regression, Logistic Regression<br \/>\nMachine Learning to Deep Learning Guidelines<br \/>\nHow to start ANN &amp; CNN Guidelines<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Basic Python Data Visualization with Python Basic Knowledge of Machine Learning Algorithms &amp; Supervised learning Data Basic Statistics on Dataset: [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":9713,"comment_status":"open","ping_status":"closed","template":"","course_category":[544,527],"course_tag":[528,531,532,529,530,533],"class_list":["post-9712","lp_course","type-lp_course","status-publish","has-post-thumbnail","hentry","course_category-courses","course_category-data-science","course_tag-data-science","course_tag-data-visualization","course_tag-deep-learning","course_tag-machine-learning","course_tag-python-programming","course_tag-statistics","course"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/lp_course\/9712","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/lp_course"}],"about":[{"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/types\/lp_course"}],"author":[{"embeddable":true,"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/comments?post=9712"}],"version-history":[{"count":1,"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/lp_course\/9712\/revisions"}],"predecessor-version":[{"id":9714,"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/lp_course\/9712\/revisions\/9714"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/media\/9713"}],"wp:attachment":[{"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/media?parent=9712"}],"wp:term":[{"taxonomy":"course_category","embeddable":true,"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/course_category?post=9712"},{"taxonomy":"course_tag","embeddable":true,"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/course_tag?post=9712"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}