[UDEMY] Machine Learning for Beginners-Regression Analysis in Python

Kangaroo69

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What you'll learn:
  • Learn how to solve real life problem using the Linear Regression technique​
  • Preliminary analysis of data using Univariate and Bivariate analysis before running Linear regression​
  • Predict future outcomes basis past data by implementing Simplest Machine Learning algorithm​
  • Understand how to interpret the result of Linear Regression model and translate them into actionable insight​
  • Understanding of basics of statistics and concepts of Machine Learning​
  • Indepth knowledge of data collection and data preprocessing for Machine Learning Linear Regression problem​
  • Learn advanced variations of OLS method of Linear Regression​
  • Course contains a end-to-end DIY project to implement your learnings from the lectures​
  • How to convert business problem into a Machine learning Linear Regression problem​
  • Basic statistics using Numpy library in Python​
  • Data representation using Seaborn library in Python​
  • Linear Regression technique of Machine Learning using Scikit Learn and Statsmodel libraries of Python​
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