From 49869c578fcbf2c98d719b650d22080b28241061 Mon Sep 17 00:00:00 2001 From: Saad Bin Manjur Adit <49765532+saadbinmanjur@users.noreply.github.com> Date: Thu, 22 Jul 2021 22:46:54 +0600 Subject: [PATCH] Create Saad Bin Manjur Adit --- Saad Bin Manjur Adit | 59 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 59 insertions(+) create mode 100644 Saad Bin Manjur Adit diff --git a/Saad Bin Manjur Adit b/Saad Bin Manjur Adit new file mode 100644 index 000000000..b296782e7 --- /dev/null +++ b/Saad Bin Manjur Adit @@ -0,0 +1,59 @@ +# This what I have learned From Module 2 + + + +## On module 2 I have learned these bascis + + +- 1. Supervised Learning +- 2. Unsupervised Learning +- 3. Regression Problem +- 4. Classification Problem +- 5. Performance Measure +- 6. Linear Regression + + +# And learned avout some algorithms foundation like random forest, liear rigression, KNN, K-means, etc + + + +## On Supervised Learning I got the info from this module + + +- Expert System. +- Training DataSet. +- Validation DataSet. +- Test DataSet. +- Target Variable. +- Classification. +- Regression. +- Feature. + + +## On Unsupervised Learning + + +- Clustering +- Hierarchical clustering + + +## On Classification Problem + + +- Logistic Regression +- Naive Bayes Classifier +- K-Nearest Neighbor +- Decision Tree +- Random Forest +- Support Vector Machines + + +And also I have learned much more thing about Classification Problem Evaluation Metrics, Concrete Compressive Strength Prediction using Machine Learning, etc. + + + +Contact Info + + +- Name: Saad Bin Manjur Adit +- Email:saadbinmanjuradit@gmail.com