Machine Learning Linear & Logistic Regression Video Course
Short course
Online
Description
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Type
Short course
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Methodology
Online
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Class hours
24h
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Duration
12 Months
This excellent Machine Learning – Linear & Logistic Regression course will teach you how to build robust linear models and do logistic regressions in Excel, R, and Python that will stand up to scrutiny when you apply them to real world situations.
Facilities
Location
Start date
Start date
About this course
"Simple Regression:
•Method of least squares, Explaining variance, Forecasting an outcome
•Residuals, assumptions about residuals
•Implement simple regression in Excel, R and Python
•Interpret regression results and avoid common pitfalls
Multiple Regression:
•Implement Multiple regression in Excel, R and Python
•Introduce a categorical variable
Logistic Regression:
•Applications of Logistic Regression, the link to Linear Regression and Machine Learning
•Solving logistic regression using Maximum Likelihood Estimation and Linear Regression
•Extending Binomial Logistic Regression to Multinomial Logistic Regression
•Implement Logistic regression to build a model stock price movements in Excel, R and Python
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If you are needs to get to grips with machine learning, this Machine Learning – Linear & Logistic Regression course is for you, and it will help you to grasp the theory underlying factor analysis.
"•You must be 16 or over
•You should have a basic understanding of English, Maths and ICT
•You will need a computer or tablet with internet connection (or access to one)"
On receiving your request, one of our staff members will call you or send you a message by explaining everything about the course you are requesting information including how you can sign up, payment options, exam and enrollment requirements etc.
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All courses are up to date
The average rating is higher than 3.7
More than 50 reviews in the last 12 months
This centre has featured on Emagister for 7 years
Subjects
- Excel
- MS Excel
- Linear Regression
- Logistic Regression
- Basic Statistics
- Simple Regression
- Multiple Regression
- Categorical Dependent Variables
- Solving Logistic Regression
- Applying Logistic Regression
- Connect the Dots
Teachers and trainers (1)
Vitthal Srinivasan
Flipkart, Credit Suisse and INSEAD
Course programme
· Module 01: Introduction
· Module 02: Connect the Dots with Linear Regression
· Module 03: Basic Statistics Used for Regression
· Module 04: Simple Regression
· Module 05: Applying Simple Regression
· Module 06: Multiple Regression
· Module 07: Applying Multiple Regression using Excel
· Module 08: Logistic Regression for Categorical Dependent Variables
· Module 09: Solving Logistic Regression
· Module 10: Applying Logistic Regression
Method of Assessment· You will have one assignment. Pass mark is 65%.
· You will only need to pay £19 for assessment.
· You will receive the results within 72 hours of submittal, and will be sent a certificate in 7-14 days.
"Additional information
Machine Learning Linear & Logistic Regression Video Course