Data Mining & Analytics with R : Introduction to R, RStudio and Rattle

Data Mining & Analytics with R : Introduction to R, RStudio and Rattle - Day 1

This is a blog post on a workshop I attended : a three-day hands-on Workshop on Data Mining & Analytics with R at Technopark, Trivandrum on 5th May 2015

Taught by :

Graham Williams - Senior Director and Data Scientist , Australia

Graham.Williams@togaware.com

http://datamining.togaware.com

Read About

- Literate Programming

- Literate Data Mining

Philosophy

We are not writing program for the computer, it is written to share with other people.

Everything that we write should be written for others.

We should control the computer not vice versa.

Introducing Data Science

Data Mining

Started in around 1989.

Lego house - model - > not real but we get an idea. Data mining is all about building such models.

Analytics

Descriptive Analytics - what happens , suggestions in Amazon

Diagnostic Analytics - explain why the above happened

Correlation and Causation - Find up people who ended up in hospital after taking a particular drug

Predictive Analytics - machine learning and statistics models - predicts when it happen in the future.

Prescriptive Analytics - decide on what to do and how to decide the best interaction

Philosophy

Science brings knowledge, philosophy brings wisdom

Everything begins as science and ends as an ard.

The Data Roles

Data Technician -> Data Analyst (Add value to data) -> Data Miner (Computer Scientist/Statistician, Machine Learning etc) -> Data Scientist (Ability to follow one’s intuitions to draw it all together)

Continued.. Read Day 2 Here.

Comments

Building Autonomous Drone with Raspberry Pi and APM 2.8

I am a total newbie to hardware and was pushing my limits to see how far I can reach on with hardware projects (which sparked my interest lately). I have set out on a very ambitions mission to control a drone from raspberry pi .I began the research for this around 2 months ago and had brought a raspberry pi, drone body kit and apm flight controller. The key difference of this project from common drone projects is that I'm trying to avoid the use of and RC and instead use the raspberry pi to control it. Hardware Ins tallation Setup: I am using APM 2.8 and Mission Planner. I am using RPi 3 to control the APM 2.8 via Telem port of APM I am planning to power the apm via the battery to ESC (Electronic Speed Controllers) Now, documenting my steps below: Day 1 Watch Tutorial To get started with APM flight controller, I watched this video tutorial [1] which gives a gentle introduction about APM board. Setup APM board and Calibrate Sensors I downloade...

Data Mining & Analytics with R : Running R Scripts and Data Mining Techniques - Day 2

Warning: These are my messy study notes, much better legible notes can be found here http://onepager.togaware.com 1. A Tour Thru Rattle Transform Tab ( by no means near to the full power of underlying R) Data Mining Tabs - Cluster, Associate Model Log Tab - Capture the corresponding R command Working from Left to Right on Tabs Remember to Click Execute Button 'Save' -> Projects save the current state, all models etc. 'Open' Projects can be restored at a later time You can even load it back to R 2. First R Program Load rattle and ggplot2 library(rattle) # Provides the weather dataset library(rattle) # Provides the ggplot() function ggplot -> Grammar of Graphics : Just like english grammar or grammar of a computer language. A result of Hadley's Phd . Look him up to learn more details. Then produce a plot using ggplot() # handsondatascience.com - tips on elegantly writing repeated code ds ...

Adafruit GFX - How to change line spacing in text?

You may want to update the line spacing to be a little lower than default due to small screen size on IoT devices. I faced this challenge while working on a Watchy hobby project. You may have used a font generator or just using the default fonts and got a *.h file that has the details of the font. In that case just change the last integer value in the PROGMEM variable.

Akhil's Passion

Search This Blog