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Description

What Will You Learn?

  • Statistical modelling in R with real world examples and datasets
  • Develop and execute Hypothesis 1-tailed and 2-tailed tests in R
  • Understand statistical Data Distributions and their functions in R
  • Custom Data visualisations using R with limitations and interpretation
  • Applications of Statistical tests

Requirements

  • Course will teach how to install R and R-studio on Windows OS
  • Students should know and familiar with MAC/Linux distribution software installation, if they are using one.
  • Should know basic R fundamentals such as vectors, data frames etc.
  • NFT Certificate
  • 37 Lessons
  • Beginner
  • English
  • +100 XP

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Curriculum

Course consist of total 4hr 57min of content

Section 3: Plots and Charts
1:36:42
Bar plots for groups
07:49
Pie Charts and Graphical Parameters
10:36
Finishing Pie charts
06:51
Histograms
15:28
Understanding Urban Population of US using Histogram
02:55
Box Plots
09:07
Box plots for groups.
03:44
Scatter Plots
15:03
Mat Plots
09:02
Section 4: Statistical Tests and Applications
2:17:23
Statistical tests PDF for reference
Statistical tests
22:09
Power of a test; Type 1 and 2 errors
Data Distribution and Simulation Finished
10:48
Single Proportional Test
15:01
Double Proportion
05:38
T-Test Overview
06:07
One Sample T-Test Default T-Test
06:57
Two sample T-Test Independent sample T-test
11:34
Paired T-Test.
10:27
F-Test ANOVA Tukey HSD
06:27
Performing F-Test ANOVA Tukey HSD
12:39
Chi-Square test for Independence
07:05
Correlation Test
14:50
Section 5: Good Bye
01:20
Good Bye
01:20

About the Instructor

Jazeb Akram is a Data Scientist and has been working as a Developer consultant. He has been working as a Freelancer since 2011. He designed various Applications for many companies and also training individuals on development tools and languages. Jazeb Also has a university degree in computer science from the University of the Punjab, Pakistan, and a master's degree in Data Science from Western Sydney University, Australia.

You can read his full portfolio on his website jazebakram.com



Another Jazeb’s passion is teaching. He has joined the world's best learning platforms as an online instructor. Jazeb Akram says that the reason he came into teaching is his successful freelance experience because he loves to teach and gets very passionate and assisting others to achieve success in programming. That’s why at the end of his courses, students develop unique skill sets that they can use in a real-life and improve their career.

Jazeb loves to travel and explore new places.

On BitDegree, you have an opportunity to be guided by this amazing instructor to learn programming, complete projects and build apps. Jazeb Akram will teach you JavaScript, PHP, CSS, SQL and more. Choose the best course for you and dive into learning today!

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