Statistical Modeling Explained using Python

LeeAndro · Dec 28, 2022

Learn the about basics of statistical modeling in python
Learn how to calculate the Average(Mean, Mode, Median) by python
Learn how to calculate the Standard derivation
Learn how to calculate the IQR and Variance
Learn the basics of Hypothesis Testing
Learn the significance of Hypothesis Testing
Learn what are the teologies of Hypothesis Testing
Learn what is the P and Critical value in the Hypothesis Testing
Learn the hands-on Implementation of Statistical Modeling by Python
Learn about the Regression and about the Multiple Regression and its components
And much more.

No prior knowledge of Statistical Modeling, Data Analysis or Mathematics is needed. We will start from the basics and gradually build your knowledge in the subject
A willingness to learn and practice
Only basic Python is required

Comprehensive Course Description:Have you ever wanted to build a simple, easy and efficient Statistical Model for your businessDo you need an efficient instructor for your educationYou might have searched for many relevant courses, but this course is different!This course is a complete package for bners to learn the basics of Statistical Modeling with Python, its applications and building it from scratch by using Statistics concepts with python. Every module has engaging content covering necessary theoretical concepts with a complete practical approach used along with brief theoretical concepts.We will be starting with the theoretical and practical concepts of Statistical Modeling, after providing you with the basic knowledge of Statistical Modeling. You will be able to learn about the important fundamental concepts of Statistical Models which are the basic building blocks of it.This complete package will enable you to learn the basics to advance mechanism of developing Statistical Models by using python. We'll be using Python as a programming language in this course, which is the hottest language nowadays if we talk about machine learning. Python will be taught from elementary level up to an advanced level so that any machine learning concept can be implemented.This comprehensive course will be your guide to learning how to use the power of Python to evaluate your Statistical Models based on the datasets. We'll learn all the basic and necessary concepts for developing Statistical Models along with the Python.This course is designed for both bners with some programming experience and those who know nothing about Data Analysis, Statistical Models, Statistics and Python.This comprehensive course is comparable to other Statistical Models Development with Python courses that usually cost hundreds of dollars, but now you can learn all that information at a fraction of the cost in only one course! With over 3 hours of HD video lectures that are divided into many videos and detailed code notebooks for every address, this is one of the most comprehensive courses for Statistical Modeling with Python on Udemy!Why Should You Enroll in This CourseThe course is crafted to help you understand not only the role and impact of Statistical Modeling industry in real world applications but it provides a very unique hands on experience on developing complete Statistical Models for your customized dataset by using various projects. This straightforward learning by doing course will help you in mastering the concepts and methodology with regards to Python.This course is:· Easy to understand.· Expressive and self-explanatory· To the point· Practical with live coding· A complete package with three in depth projects covering complete course contentsTeaching Is Our Passion:We focus on creating online tutorials that encourage learning by doing. We aim to provide you with more than a superficial look at practical approach towards developing Statistical Models using Python. For instance, this course has one project in the final module which will help you to see for yourself via expentation the practical implementation of Statistics with python on the real-world datasets. We have worked extra hard to ensure you understand the concepts clearly. We want you to have a sound understanding of the basics before you move onward to the more complex concepts. The course materials that make certain you accomplish all this include high-quality video content, course notes, meaningful course materials, handouts, and evaluation exercises. You can also get in touch with our friendly team in case of any queries.Course Content:We'll teach you how to program with Python, how to use Statistics concepts to develop Statistical Models! Here are just a few of the topics that we will be learning:1. Course Overview2. Overview of Summary Statistics§ Average§ Mean, Mode, Median§ Std. Deviation§ Variance§ IQR3. Hypothesis Testing§ Basics of Hypothesis Testing§ Significance§ Teologies in Hypothesis Testing§ Null and Alternate Hypothesis§ Test Statistics§ P-value§ Critical Value and decision4. Correlation & Regression§ Correlation and Covariance§ Testing for correlation§ Linear Regression§ Coefficients5. Multiple Regression§ Hypothesis Testing and F-Test§ Multiple Regression§ CoefficientsEnroll in the course and become a Statistical Modeling expert today!After completing this course successfully, you will be able to:· Relate the concepts and theories for Statistical Modeling in various domains· Understand and implement Python for building real world Statistical Models· Understand evaluate the Statistical modelsWho this course is for:· People who want to advance their skills in applied Python· People who want to master relation of Statistics with Python· People who want to build customized Statistical Models for their applications· People who want to implement Python algorithms for Statistical Models· Individuals who are passionate about rule based and conversational Models· Research Scholars· Data Scientists

People who want to advance their skills in applied Python
People who want to master relation of Statistics with Python
People who want to build customized Statistical Models for their applications
People who want to implement Python algorithms for Statistical Models
Individuals who are passionate about rule based and conversational Models
Research Scholars
Data Scientists

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https://www.udemy.com/course/statistical-modeling-explained-using-python/

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Statistical Modeling Explained using Python

LeeAndro

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