We can directly find out the value of θ without using Gradient Descent. Normal Equation is an analytical approach to Linear Regression with a Least Square Cost Function. Decision Tree Introduction with example.Removing stop words with NLTK in Python.Regression and Classification | Supervised Machine Learning.Basic Concept of Classification (Data Mining).Gradient Descent algorithm and its variants.ML | Momentum-based Gradient Optimizer introduction.Optimization techniques for Gradient Descent.ML | Mini-Batch Gradient Descent with Python.Difference between Batch Gradient Descent and Stochastic Gradient Descent.Difference between Gradient descent and Normal equation.ML | Normal Equation in Linear Regression.Mathematical explanation for Linear Regression working.Linear Regression (Python Implementation).ISRO CS Syllabus for Scientist/Engineer Exam.
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