{"id":4707,"date":"2023-03-22T09:23:33","date_gmt":"2023-03-22T09:23:33","guid":{"rendered":"https:\/\/3ctrainingbd.com\/lms?post_type=lp_course&#038;p=4707"},"modified":"2026-01-06T09:02:19","modified_gmt":"2026-01-06T09:02:19","slug":"machine-learning","status":"publish","type":"lp_course","link":"https:\/\/3ctrainingbd.com\/lms\/lp-courses\/machine-learning\/","title":{"rendered":"Machine learning"},"content":{"rendered":"<p>Machine Learning in Bangla (Best For Beginners)<\/p>\n<p>Course Trainer :Hrb Ranjan, BSc (BUET)<\/p>\n<p>&nbsp;<\/p>\n<p>Course Content :<\/p>\n<p>* Basic Knowledge of Machine Learning Algorithms &amp; Supervised learning Data<\/p>\n<p>* Basic Statistics on Dataset: Mean, Median, Mode, Standard Deviation, Percentile, Data Distribution, Normal Data Distribution, Scatter Plot, Data Scale<\/p>\n<p>* Data Engineering using Pandas with cross-validation by training\/Test<\/p>\n<p>* Knowledge of data overfitting<\/p>\n<p>* Scikit-learn &amp; TensorFlow Fundamentals<\/p>\n<p>* Algorithms: KNN, Decision Tree, Linear Regression, Polynomial Regression, Multiple Regression, Logistic Regression<\/p>\n<p>* Machine Learning to Deep Learning Guidelines<\/p>\n<p>* How to start ANN &amp; CNN Guidelines<\/p>\n<p>&nbsp;<\/p>\n<p>Study Materials:<\/p>\n<p>Practice Colab-Notebook<br \/>\nSlides &amp; Books<br \/>\nSupport &amp; Helping Group<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machine Learning in Bangla (Best For Beginners) Course Trainer :Hrb Ranjan, BSc (BUET) &nbsp; Course Content : * Basic Knowledge [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":4708,"comment_status":"open","ping_status":"closed","template":"","course_category":[544,499,324],"course_tag":[],"class_list":["post-4707","lp_course","type-lp_course","status-publish","has-post-thumbnail","hentry","course_category-courses","course_category-machine-learning","course_category-online-live","course"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/lp_course\/4707","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=4707"}],"version-history":[{"count":1,"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/lp_course\/4707\/revisions"}],"predecessor-version":[{"id":4709,"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/lp_course\/4707\/revisions\/4709"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/media\/4708"}],"wp:attachment":[{"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/media?parent=4707"}],"wp:term":[{"taxonomy":"course_category","embeddable":true,"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/course_category?post=4707"},{"taxonomy":"course_tag","embeddable":true,"href":"https:\/\/3ctrainingbd.com\/lms\/wp-json\/wp\/v2\/course_tag?post=4707"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}