Free Certification Course Title: Complete Linear Regression Analysis in Python
Linear Regression in Python| Simple Regression, Multiple Regression, Ridge Regression, Lasso and subset selection also
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What you’ll learn:
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Learn how to solve real life problem using the Linear Regression technique
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Preliminary analysis of data using Univariate and Bivariate analysis before running Linear regression
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Predict future outcomes basis past data by implementing Simplest Machine Learning algorithm
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Understand how to interpret the result of Linear Regression model and translate them into actionable insight
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Understanding of basics of statistics and concepts of Machine Learning
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Indepth knowledge of data collection and data preprocessing for Machine Learning Linear Regression problem
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Learn advanced variations of OLS method of Linear Regression
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Course contains a end-to-end DIY project to implement your learnings from the lectures
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How to convert business problem into a Machine learning Linear Regression problem
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Basic statistics using Numpy library in Python
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Data representation using Seaborn library in Python
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Linear Regression technique of Machine Learning using Scikit Learn and Statsmodel libraries of Python
Requirements:
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Students will need to install Python and Anaconda software but we have a separate lecture to help you install the same
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Who this course is for:
- People pursuing a career in data science
- Working Professionals beginning their Data journey
- Statisticians needing more practical experience
- Anyone curious to master Linear Regression from beginner to Advanced in short span of time
This course includes:
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7.5 hours on-demand video
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16 articles
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35 downloadable resources
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Full lifetime access
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Access on mobile and TV
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Certificate of completion
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How to Subscribe for Complete Linear Regression Analysis in Python?
- Sign Up on Udemy.com
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Apply Coupon Code: C30E56
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