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Statistical Concepts and Application with R
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Highlights
On-Demand course
5 hours 22 minutes
All levels
Description
Overview
Statistical Concepts and Application with R Course is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this Statistical Concepts and Application with R Course and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills.
Consisting of several modules, the course teaches you everything you need to succeed in this profession.
The course can be studied part-time. You can become accredited within 05 Hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website.
Why Choose Teachers Training
Some of our website features are:
This is a dedicated website for teaching
24/7 tutor support
Interactive Content
Affordable price
Courses accredited by the UK's top awarding bodies
100% online
Flexible deadline
Entry Requirements
No formal entry requirements. You need to have:
Passion for learning
A good understanding of the English language
Be motivated and hard-working
Over the age of 16.
Certification
CPD Certification from The Teachers Training
Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish.
You can get your digital certificate (PDF) for £4.99 only
Hard copy certificates are also available, and you can get one for only £10.99
You can get both PDF and Hard copy certificates for just £12.99!
The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs.
Introduction to the course | |||
Introduction | 00:03:00 | ||
Single Linear Regression | |||
Install R, RStudio and Basic Functionality | 00:08:00 | ||
Basics of Linear Regression | 00:03:00 | ||
Basics of Linear Regression Ctnd | 00:03:00 | ||
Linear Regression Analysis | 00:09:00 | ||
Linear Relationships | 00:09:00 | ||
Line of Best Fit, SSE and MSE | 00:05:00 | ||
Linear Regression Analysis Ctnd | 00:02:00 | ||
Regression Results and Interpretation | 00:10:00 | ||
Predicting Future Profits | 00:13:00 | ||
Statistical Validity Tests | 00:09:00 | ||
Statistical Validity Discussion | 00:07:00 | ||
Single Linear Regression | 00:06:00 | ||
Multiple Linear Regression | |||
Single Linear Regression | 00:06:00 | ||
Importing the data | 00:04:00 | ||
Correlation Matrix and MLR | 00:08:00 | ||
MLR Results and ANOVA | 00:07:00 | ||
The Best Model? | 00:05:00 | ||
Interaction Terms and Validity Testing | 00:18:00 | ||
ANOVA and Predictions | 00:18:00 | ||
Non-linear Regression | |||
Non-linear Regression (and Recap) | 00:07:00 | ||
Logistic Regression Overview | 00:22:00 | ||
Logistic Regression: Odds, Logs and Poisson | 00:13:00 | ||
Logistic Regression: Fitting the Models in R | 00:24:00 | ||
Optimization Theory and Differential Calculus | |||
Differential Calculus - Finding the Maximum and the Minimum | 00:15:00 | ||
Differential Calculus: One Unknown Input | 00:08:00 | ||
Analysis in R: One Unknown Input Differential Calculus | 00:29:00 | ||
Differential Calculus - Two Unknown Inputs | 00:07:00 | ||
Analysis in R: Two Unknown Inputs Differential Calculus | 00:44:00 | ||
Downloadable Resources | |||
Resource - Statistical Concepts and Application with R | 00:00:00 |
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