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Analytics4All – An Analytics Education for All. Unraveling the Mystery Behind Big Data and Analytics

Analytics4All is dedicated to unraveling the mystery behind Big Data and Analytics. The goal is to provide a plain spoken, accessible education in Analytics. Not everyone needs to strive for a PhD in machine learning to take advantage of the insights analytics can offer. Each section in this site is designed to operate on its…

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Analytics4All – An Analytics Education for All. Unraveling the Mystery Behind Big Data and Analytics | analytics4all.org Reviews

https://analytics4all.org

Analytics4All is dedicated to unraveling the mystery behind Big Data and Analytics. The goal is to provide a plain spoken, accessible education in Analytics. Not everyone needs to strive for a PhD in machine learning to take advantage of the insights analytics can offer. Each section in this site is designed to operate on its…

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Feedback Loops in Predictive Models – Analytics4All

https://analytics4all.org/2017/01/04/feedback-loops-in-predictive-models

An Analytics Education for All. Unraveling the Mystery Behind Big Data and Analytics. Feedback Loops in Predictive Models. January 4, 2017. January 4, 2017. Predictive models are full of perilous traps for the uninitiated. With the ease of use of some modeling tools like JMP or SAS, you can literally point and click your way into a predictive model. These models will give you results. And a lot of times, the results are good. But how do you measure the goodness of the results? What is a feedback loop?

2

R – Analytics4All

https://analytics4all.org/r

An Analytics Education for All. Unraveling the Mystery Behind Big Data and Analytics. R: Data Types Tutorial. R: Intro to Statistics Central Tendency. R: Create Functions in R. R: Loops For, While, Repeat. R: seq() and rep(). R: Working with lists. R: Converting Factors to Numbers. R: Working with Dataframes. R: Graphing with matplot(). R: Intro to qplot(). R: Intro to ggplot(). R: ggplot using facets. R: Boxplot comparing data. R: ANOVA (Analysis of Variance). R: laply and ldply from plyr package. Simps...

3

Tableau – Analytics4All

https://analytics4all.org/data-visualization

An Analytics Education for All. Unraveling the Mystery Behind Big Data and Analytics. Tableau is a leading data visualization tool. It consistently lands in Gartner’s Magic Quadrant as a leader in BI tools. Intro to Tableau: Line and Bar Charts. Intro to Tableau: Dual Axis Charts. Intro to Tableau: Line Chart: 3 or More Measures. CPI: Common Food Items 2013-2015. 8211; Bar Chart. HTM: Visualizing Inspection Schedule Balancing. 8211; Stacked Bar Chart. NCAA Men’s Basketball Winners and Losers. Garotas de ...

4

SQL: Case Statement – Analytics4All

https://analytics4all.org/2017/01/09/sql-case-statement

An Analytics Education for All. Unraveling the Mystery Behind Big Data and Analytics. January 9, 2017. January 9, 2017. In MS SQL Server. The Case Statement is SQL’s version of IF/THEN logic statements. In this example, I am using the AdventureWorks2012 database, which is free to download. You do not need this to follow the lesson, but if you want to play along, follow this link: SQL: SELECT Statement. Let’s start by looking at our data, using the following Select Statement:. Here is the output. Now, let...

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SQL – Analytics4All

https://analytics4all.org/sql

An Analytics Education for All. Unraveling the Mystery Behind Big Data and Analytics. SQL (Structured Query Language) is one of the most common languages found in the data profession. Don’t let the NoSQL chatter scare you away from learning SQL, as the appearance of applications such as SQL on Hadoop are testimony that no matter what the underlying data structure, SQL is still going to have a strong presence in the data world. Automating Data Preparation with SQL Server. Getting Full Days Worth of Data.

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Always Up-to-Date: Learning Resources | Liminal Space

https://dyslexicphd.wordpress.com/2015/01/13/learningresources

A Dyslexic PhD Journey. Always Up-to-Date: Learning Resources. This is my always up-to-date page of Learning Resources. As I navigate the PhD process, I will make sure to collect as many resources as I can. At the moment, I have collected resources for Statistics, Programming, and Writing. Last Updated: August, 2016. Khan Academy: Probability and Statistics. Khan Academy provides short videos that cover the basics of probability and statistics. From UW-Madison, a 21-page refresher. The focus is on SPSS.

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Analytics4All – An Analytics Education for All. Unraveling the Mystery Behind Big Data and Analytics

An Analytics Education for All. Unraveling the Mystery Behind Big Data and Analytics. Analytics4All is dedicated to unraveling the mystery behind Big Data and Analytics. The goal is to provide a plain spoken, accessible education in Analytics. Not everyone needs to strive for a PhD in machine learning to take advantage of the insights analytics can offer. Is there something you would like to see me cover? Feel free to reach out to me. Twitter – https:/ twitter.com/blarson424. Linkedin – link. You are com...

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