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Extra info for Linux Journal (April 2016)
SERIES CAN CONTAIN ANY NUMBER OF ELEMENTS ALL OF WHICH SHOULD BE OF THE SAME TYPE FOR MAXIMUM EFFICIENCY AND REASONABLENESS 4HE BIG DEAL WITH A SERIES IS THAT YOU CAN SET whatever indexes you want, giving you more expressive power than would be possible in a NumPy array. indd 35 3/22/16 10:13 AM AT THE FORGE "UT THE REAL POWERHOUSE OF 0ANDAS IS THE hDATA FRAMEv WHICH IS SOMETHING LIKE AN %XCEL SPREADSHEET IMPLEMENTED INSIDE OF 0YTHON /NCE YOU GET A TABLE OF INFORMATION INSIDE A DATA FRAME YOU CAN PERFORM A WIDE VARIETY OF MANIPULATIONS AND CALCULATIONS OFTEN WORKING IN SIMILAR WAYS TO A RELATIONAL DATABASE )NDEED MANY OF THE METHODS YOU CAN INVOKE ON A DATA FRAME ARE SIMILAR OR IDENTICAL IN NAME TO THE OPERATIONS YOU CAN INVOKE IN 31, )NSTALLING 0ANDAS ISNT VERY DIFFICULT IF YOU HAVE A WORKING 0YTHON installation already.
Il, tweets at @reuvenmlerner and curates IN MY LAST ARTICLE, I started discussing the AMAZING WORLD OF DATA SCIENCEIN WHICH YOU EXPLORE AND NAVIGATE THROUGH DATA TRYING TO FIND CORRELATIONS THAT MIGHT BE OF INTEREST TO YOUR BUSINESS ANDOR POINT to trends you should consider. 3ERIOUS PRACTITIONERS OF DATA SCIENCE USE THE FULL SCIENTIFIC METHOD STARTING WITH A QUESTION AND A HYPOTHESIS FOLLOWED BY AN EXPLORATION OF THE DATA to determine whether the hypothesis holds up. com. Reuven lives in Modi’in, Israel, with his wife and three children.
IFTTT with SmartThings makes your smart house even smarter. WHEN 3MART4HINGS TRIGGERS A MOTION EVENT 7 ITH THE FLEXIBILITY OF )&444 YOUR SMART HOUSE BECOMES ONE MORE THING YOU CAN ADD TO your recipes. indd 64 3/22/16 10:13 AM THE OPEN-SOURCE CLASSROOM Figure 4. Alexa can do IFTTT things even if you don’t use SmartThings! WAYS &IRST THERE IS DIRECT INTEGRATION WITH 3MART4HINGS 5NFORTUNATELY THE DIRECT INTEGRATION IS LIMITED TO TURNING SWITCHES ON AND OFF 4HAT sounds great, and it is, but there’s so much more I’d like Alexa to do.
Linux Journal (April 2016)