Logistic Regression with python from scratch to advanced
Ditulis pada: January 25, 2020
Logistic Regression with python from scratch to advanced, Learn how to implement logistic regression for any data set for predictive analysis using python
- NEW
- Created by AI Sciences, Sajjad Mustafa
- English
- English [Auto-generated]
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What you'll learn
- Learn to program in Python at a good level
- Learn how to code in Jupiter Notebooks
- Learn about numbers, sets, lists, tuples, string and other types in Python
- Learn how to create a while() loop and a for() loop in Python
- Learn how to install packages in Python
- Use Python for mini projects
- Learn the basics of Machine Learning
- Learn all terminologies and main concepts of Machine learning theoretically
- Learn basics of logistic regression
- Learn Reading and manipulating titanic dataset
- Learn Data Normalization/scaling using python
- Learn Data Visualization using python
- Use SciKit-Learn for Logistic Regression using titanic data set
- Learn and implement concepts like sigmoid, decision boundary, cost function and gradient decent using python
- Learn to create a complete structure for logistic regression from scratch using python
- Learn how to extend a binary class classifier to multi class classifier
- Learn how to implement logistic regression on any data set
