What We Do - DjamgaTech
Description: AWS Machine Learning MLS-C01: Home
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Machine Learning Basics Machine Learning Advanced ML NLP Natural Language Processing ML OPS on AWS Azure GCP
Q1: What is Machine Learning? - Machine learning is the study of computer algorithms that improve automatically through experience. It is seen as a subset of artificial intelligence. Machine Learning explores the study and construction of algorithms that can learn from and make predictions on data. You select a model to train and then manually perform feature extraction. Used to devise complex models and algorithms that lend themselves to a prediction which in commercial use is known as predictive analyti
Q2: What are the assumptions required for linear regression? There are four major assumptions: - There is a linear relationship between the dependent variables and the regressors, meaning the model you are creating actually fits the data, - The errors or residuals of the data are normally distributed and independent from each other, - There is minimal multicollinearity between explanatory variables, and - Homoscedasticity. This means the variance around the regression line is the same for all values of the
What We Do - DjamgaTech