A month ago I spoke at Strata Conf in Santa Clara. Unlike my usual talks, this one was a 3 hour tutorial taken from my book, Data Smart. Specifically, I spent 3 hours doing chapter 3 and an abbreviated chapter 8. On the whole, I think it was a useful session, so I've posted it online so anybody can follow along.
Chapter 3 is an introduction to supervised machine learning via naive Bayes. And Chapter 8 is demand forecasting using triple exponential smoothing (Holt-Winters).
The first 5 minutes of the first video have garbled audio, but the tech fixes it before too long. My apologies.
To follow along, download the spreadsheets for chapters 3 and 8 from the downloads section of the book's website:
http://www.wiley.com/WileyCDA/WileyTitle/productCd-111866146X.html
Direct links:
http://media.wiley.com/product_ancillary/6X/11186614/DOWNLOAD/ch03.zip
http://media.wiley.com/product_ancillary/6X/11186614/DOWNLOAD/ch08.zip
You'll need to unzip these spreadsheets and clear some data out of them per my instructions in the talk. Also, you'll need access to spreadsheet software.
PART 1:
Chapter 3 is an introduction to supervised machine learning via naive Bayes. And Chapter 8 is demand forecasting using triple exponential smoothing (Holt-Winters).
The first 5 minutes of the first video have garbled audio, but the tech fixes it before too long. My apologies.
To follow along, download the spreadsheets for chapters 3 and 8 from the downloads section of the book's website:
http://www.wiley.com/WileyCDA/WileyTitle/productCd-111866146X.html
Direct links:
http://media.wiley.com/product_ancillary/6X/11186614/DOWNLOAD/ch03.zip
http://media.wiley.com/product_ancillary/6X/11186614/DOWNLOAD/ch08.zip
You'll need to unzip these spreadsheets and clear some data out of them per my instructions in the talk. Also, you'll need access to spreadsheet software.
PART 1:
You're doing great, hang in there! Part 2:
Can you feel the knowledge washing over you? Part 3:
One lap to go!!! Part 4:
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