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Complete Summary for Statistical Learning in Marketing for MADS (All Lectures + Step-by-Step R Code Guide for Team Assignment 1)

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The best complete summary for Statistical Learning in Marketing for MADS (EBM214A05), it includes: All Lectures and an extensive step-by-step guide for Team Assignment 1. Enhanced with a dynamic table of contents and meticulous organization for readability and easy studying. Note that this course has no exam and no readings. 100% of profit from this summary is donated to local Groningen NGOs, as well as national ones.

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Uploaded on
February 6, 2023
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February 17, 2023
Number of pages
152
Written in
2022/2023
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SUMMARY OF EVERYT HING

LECTURES, CODE EXAMPLES, TIPS & STEP -BY-STEP ASSIGNMENT 1 GUIDE .
Note: This course has no readings.


Enhanced with a dynamic table of contents.

, MADS MADLAD |2




Note from MADS MADLAD:

Thank you for buying my summary. When I was writing these I sometimes
struggled with this program, but there were no summaries available. This is
why I decided to write something that is truly complete with a lot of effort put
into it.
It helped me and my friends get good grades, but I always had you in mind, the
future reader. When necessary, I always went the extra mile to make my
summaries, more readable, organized and complete.
If you feel like it, leave me a review of how the course is going using this
summary, it will make my day to hear your feedback.


Check out my other extensive summaries for other MADS courses:




Contact info:
If you need help or have an inquiry, contact me: https://www.georgedreemer.com
Connect with me on LinkedIn: https://www.linkedin.com/in/georgedreemer/
Donations:
By no means am I looking for fellow students to send me money! But if you feel like sending
me some ETH or BTC, you can do so here:
--> ETH: 0x123e086c6808459e7fC6Ac7F64a77dBA1dDe0149
--> BTC: bc1qgwzc82vph5v8rmzef4ywechjf85772n7m2e22g

, MADS MADLAD |3




wishes you g ood luck & persev erance.




Grades Testimony:

, MADS MADLAD |4


Table of Contents
Week 1 (Lecture 1)........................................................................................... 10
Lecture 1 – Intro to R + Intermediate R ......................................................... 10
Introduction to R: Variables, Vectors, Matrices, Factors, Data Frames and
Lists............................................................................................................ 10
Variables .............................................................................................. 10
Vectors ................................................................................................. 10
Matrices ............................................................................................... 10
Factors ................................................................................................. 11
Data Frames (DF).................................................................................. 11
Lists ...................................................................................................... 12
Intermediate R: Conditionals, Control flow, Loops, Functions, Apply family,
Utilities. ..................................................................................................... 12
Conditionals and Control Flow ............................................................. 12
- Relational operators ................................................................... 12
- Logical operators ........................................................................ 13
- Conditional Statements .............................................................. 13
Loops.................................................................................................... 14
- While loops ................................................................................ 14
- For loops .................................................................................... 14
Functions.............................................................................................. 15
Apply family ......................................................................................... 16
- Lapply ......................................................................................... 16
- Sapply ......................................................................................... 16
- Vapply ........................................................................................ 17
Utilities ................................................................................................. 17
- Data utilities ............................................................................... 18
- Importing Data in R .................................................................... 19
Week 2 (Lecture 2)........................................................................................... 20
Lecture 2 – Reducing data complexity .......................................................... 20
R307,37
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MADS Madlad

My name is George, aka the MADS Madlad. I write premium study materials for the MSc Marketing Analytics and Data Science, that help you get good grades and help people in need. Namely, 100% of the profits made from my summaries are donated to local NGO's in Groningen, as well as national ones in the whole Netherlands. The list includes: - Dutch Cancer Society - Voedselbanken Groningen - AidsFonds - Alzheimer Nederland - LGBT+ Asylum Support - SIAN (Stichting Inclusive Action North, which includes Queer Pride Groningen, Groningen Feminist Network, Black Ladies of Groningen and asterisk).

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