"Curse
of Dimensionality" (http://ow.ly/DiF3L ) JK--Exponentially
increasing difficulty finding patterns or global optima in hi-dim data
"Containing
Disease by Spreading Data" (http://ow.ly/DiExs )
JK--Excellent piece from #IBM
Center for Applied Insights.
"Researchers
use silicon to push quantum computing toward reality" (http://ow.ly/DiDsF )
JK--Silicon as a protectant shell around qubits
#Hadoop – redesigning
how you handle your #data
(petabytes at a time): http://ibm.co/1nCx7sG #IBM #bigdata
RT
@kexpplaylist #kexp Far From Any Road by
The Handsome Family from Singing Bones JK--2003. Nice. Sounds like lost
Hazlewood-Sinatra track
The
next wave of mobile apps will put loyalty front and center http://ibm.co/1D3AD0W
#IBMMobile @sltrunzo
The
Trick to Harnessing Big Green Data http://bit.ly/ZPSJH7
How
Analytics Are Aiding in Elder Care http://bit.ly/1wkmmOI
San
Francisco’s Bluemix Garage Opens http://bit.ly/ZPSGuK
Creating
a ‘Brand’ New Experience Through Mobile http://bit.ly/1wkmiyk
The
Role of Big Data Analytics in Caring for the Most Vulnerable http://bit.ly/1wkmfTc
This
wk #IBMDataMag
qhs: http://ow.ly/Dh6WO
http://ow.ly/Dh6WP
http://ow.ly/Dh6WQ
http://ow.ly/Dh6WR
http://ow.ly/Dh6WS
Machine
learning? An evolving grab-bag of magic tricks that still lacks a unifying
framework (http://ow.ly/Dh6tN ) Friday #IBMDataMag qh
HMO
sends info about Ebola. Also reminds us to get flu shots. Remember Spanish Flu?
Wonder if in future people will get annual Ebola shots.
RT
@kexpplaylist #kexp Psycho Killer by
Talking Heads from Stop Making Sense JK--Doesn't sound like he's
run-run-running away. Fa fa fa fa.
"Fake
traffic un-detected by Google Analytics" (http://ow.ly/DeNMe )
JK--Undetected, this bogus traffic distorts website rankings.
"Researchrs
developing algos 2 detect fake reviews" (http://ow.ly/DeNfE ) JK--ML
models look at rating distortion, sentiment, timing, etc
#Cloudant users,
not only will you sleep more, but know you will know more! Hot news coming ...
stay tuned at #KnowMOREinaDASH next
week!
Soon
on #Bluemix you
can #KnowMOREinaDASH from
your apps! What does it all mean? Watch this hashtag starting next week!
#analytics in a
flash mean you #knowMOREinaDASH!
Exciting data warehousing news coming from #IBMInsight. Watch
these hashtags next week!
#IBMInsight attendees
soon you will #KnowMOREinaDASH,
even as you also #makedatawork!
What does it all mean? Stay tuned next week in Vegas!
Soon,
#Cloudant &
#Bluemix users
can #KnowMOREinaDASH!
The future is here and we can't wait to tell you next week from #IBMInsight
First
time going to #ibminsight?
#IBMChampion @ember_crooks walks you through the
basics http://bit.ly/1DvWO1M
One
of the many great offerings next week at #IBMInsight 2014 –
DB2 HADR with pureScale in SAP Systems. http://ibm.co/1DEdtjS
Learn
about IBM solution stack for #IoT &
market drivers shaping biz models @ibminsight
#IoTDeepDive.
Register now: http://ibm.co/1DkRLlG
IBM
Insight @ibminsight is the place
to be to attend the best sessions focused on Internet of Things. http://bit.ly/1xBuz1i
#IoT #Informix
You
won't want to miss these sessions! RT @IBM_DB2:
Roger Sanders previews next weeks #db2 sessions at #ibminsight - http://bit.ly/1rflOmq
Even
if you're not going to #ibminsight,
you can follow along at home with #InsightGo: http://bit.ly/1rgdt0R
Join
us and gain first-hand knowledge of best practices for #DB2 10.5 for SAP
applications http://ibm.co/10e46cB #IBMInsight
Keep
on top of all the book signings and giveaways at #IBMinsights with
this handy guide: http://bit.ly/BooksatIBMInsight …
#bigdata #ibmblu
Learn
how IBM #DB2 has
delivered performance gains and cost savings for Pepsico http://ibm.co/1DioY0m
#ibminsight #ibmblu
Why
#UofT Loves #IBMBLU: Faster,
Smaller, & Simpler in Only a Few Hours - Tue Oct 28, 10- 11 am at #IBMInsights http://ibm.co/1u62jgU
Adoption
Guidelines & Lessons Learned at Coca-Cola Bottling Company: Mon Oct 27,
3:30-4:30 pm at #IBMInsights
http://ibm.co/ZZyCa9
#ibmblu
Kelly
Schlamb shares the DB2 pureScale sessions he's most interested in: http://ibm.co/11XyDvS
#IBMInsight #DB2 @KSchlamb
Join
@samlightstone to learn tips
& insights into the latest DB2 "Cancun Release" enhancements http://ibm.co/1x0IWsa
#IBMInsight
Find
out the latest and greatest about IBM #DB2 with BLU Acceleration
from the team http://ibm.co/1ri57Wv #ibminsight #ibmblu
Hear
from the experts on how to tune & enhance #DB2 10.5 for an SAP
Environment http://ibm.co/1rFOVOG #SAP #IBMBLU #IBMInsight
New
#IBM jk blog:
"What's keeping data science from playing a more central role in public
policy?" (http://ow.ly/DdDjY )
Talent
analytics? Non-obvious patterns o who knows what, does what p1 http://ow.ly/Dduyj
p2 http://ow.ly/Dduyk
Thurs #IBMDataMag
qh
Big
things come in small packages http://wp.me/p4NNL8-3E via @IBMDATAWH
Self-Service
Analytics, Data Warehousing, and Information Management in the Cloud http://wp.me/p4NNL8-3w
via @IBMDATAWH
Advanced
Security in an Insecure Data World http://wp.me/p4NNL8-3H
via @IBMDATAWH
Introducing
the #IBM #PureData System for #Analytics #Mini #Appliance http://buff.ly/1pD4BD0
: @IBMDataWH blog by @wlucas001
Why
did #IBM add a #mini appliance to the
family? Read @wlucas001 Blog http://buff.ly/1vQwi0X
@IBMDataWH @IBMPureSystems #datawarehouse
The
@IBMPureSystems #N3001 is again changing
the game for #datawarehouse
appliances http://buff.ly/1vQv6L8 @rhughes134 Blog for @IBMDataWH
#Watson Analytics’
built-in capabilities for advanced #datamanagement
ensures, #data is
accessible rapidly http://buff.ly/1pD2v67 @IBMDataWH
Self-Service
#Analytics #Data Warehousing & #Information
Management in the #Cloud
: @IBMDataWH Blog by @jameskobielus http://buff.ly/1pD0Ptl
What
if you can #KnowMOREinaDASH in
#Bluemix?
Starting next week you can! What does it all mean? Learn more next week.
#Cloudant users soon
you can #KnowMOREinaDASH!
What does this mean? Watch this space from IBM Insight next week!
#KnowMOREinaDASH
What does it mean? Can't wait to tell you from #IBMInsight. Watch
this space next week!
Need
#analytics in
a pinch? Provision #datawarehousing in
a dash! IBM thinks you can #KnowMOREinaDASH More
next week from #IBMInsight
RT
@kexpplaylist #kexp Nothing Can Change
This Love by Sam Cooke from The Best of Sam Cooke JK--1963. The man could
certainly sing.
RT
@kexpplaylist #kexp: Madman by Sean Rowe
from Madman JK--2014. Good throaty roadhouse voice.
The
phrase "end user" still drives me bananas. Are they using
"ends"? Or is an "end" user to be contrasted with an
"intermediate" user?
What
if you can #KnowMOREinaDASH in
#Bluemix?
Starting next week you can! What does it all mean? Learn more next week.
#Cloudant users soon
you can #KnowMOREinaDASH!
What does this mean? Watch this space from IBM Insight next week!
#KnowMOREinaDASH
What does it mean? Can't wait to tell you from #IBMInsight. Watch
this space next week!
Need
#analytics in
a pinch? Provision #datawarehousing in
a dash! IBM thinks you can #KnowMOREinaDASH More
next week from #IBMInsight
"
#IBM & MSFT 2 Offer
Greater Choice in Hybrid Cloud" (http://ow.ly/DbgOd )
JK--Key solutions 2 B available on each other's public clouds
A7:
#makedatawork
Streamlining access to data-driven insights needs a cognitive-computing fabric
to guide your explorations--e.g., #Watson
A7:
#makedatawork
Streamlining access to clean/relevant data also involves giving users access to
powerful data-discovery tools.
A7:
#makedatawork
Streamlining access to refined/relevant data should involve convergence onto a
strategic cloud #datarefinery
platform.
A6:
#makedatawork
IT focuses on setting policies around data sourcing, security. governance, and
access in self-svc cloud-analytics era
A6:
#makedatawork
IT's role shifts toward providing ctr of excellence to help business analysts
collab with data scientists on biz problems
A6:
#makedatawork
In era of self-svc data access, analytics, DW, & refinement, IT's role
becomes implement/admin foundation cloud platform
A5
application integration too - need to plug refinery services into apps and biz
processes #makedatawork
jameskobielus retweeted
A5
We've focused on access to the data. Now it needs to be governed--quality
controls, privacy, etc. #makedatawork
A5
machine learning - refineries should learn and get smarter as biz people use
data #makedatawork
jameskobielus retweeted
A5:
#makedatawork
Data cant be clean if stewardship absent. #Datarefinery must
enforce cleansing/enhance policies defined by data stewards
A5:
#makedatawork
Data can't be accessible to all if #datarefinery
layer doesn't delivery it downstream. Landing/staging must be transient
A5:
#makedatawork
Data not relevant without context. Hence, metadata needs to be refined for
downstream delivery & contextual insights
0
replies 1 retweet 0 favorites
A4:
#makedatawork
Agile #datarefinery
also needs to orchestrate complex workflows between/among sources and
downstream data apps/platforms
A4:
#makedatawork #Datarefinery for #bigdata needs
connectors into structured & unstruct sources + support for batch &
real-time latencies
A4:
#makedatawork #Datarefinery core
capabilities include integration with sources, archives, data warehouses, &
downstream analytic apps
A4:
#makedatawork
Critical capabs for #datarefinery:
acquire, extract, aggregate, profile,transform, match, merge, cleanse, enhance,
load
A3
important 2 think about refinery from pov of biz user - it's about getting data
& automatic refinement #makedatawork
A3:
#makedatawork
Refining is process that happens every step o way 2 insight/action. #Datarefinery is
where it happens 1st & in high-volume
A3
and on development PaaS so developers build data-ready apps - stop the problem
at the source #makedatawork
jameskobielus retweeted
Q3
Data refinery sits by the lake/makes the data in the lake accessible to other
parts of infrastructure #makedatawork
A3
plugged into every business application as the easy button to get data #makedatawork
0
replies 1 retweet 0 favorites
jameskobielus retweeted
A3
bolted on to a Hadoop data lake as the @rwang0
brita filter to clean data before wide usage #makedatawork
jameskobielus retweeted
A3:
#makedatawork #BigData pipeline (data
-> insight) tiers: source -> #Datarefinery
-> DW -> mart/access -> end user.
A3:
#makedatawork #DataRefinery fits
into enteprise data architecture in data acquisition, landing, staging,
preprocessing, cleaning tier
RT
@DCorrigan: A2: A refinery
definitely adds value - relevant data in biz users hands. #makedatawork
A2:
#makedatawork
Data refinement is no gimmick: it's the core of every data
integration/cleansing tool/job. Acquire, land, stage, transform
A2:
#makedatawork
Many terms in big-data lexicon metaphors: warehouse, mart, etc.
"Refinery" alludes to distill of value from data reservoir
A1
I think it's about augmenting systems with new additions like a data lake to
land and understand all data #makedatawork
jameskobielus retweeted
MyPOV:
on Q1 the big issues is to make sure your #datalake does not
turn into a #dataswamp
#makedatawork
jameskobielus retweeted
A1
new "paradigms" still require key foundational data constructs #makedatawork
0
replies 3 retweets 0 favorites
jameskobielus retweeted
A1
those new systems like a data lake create new needs - like taking raw data
& refining it b4 sharing with existing systems #makedatawork
jameskobielus retweeted
A1:
#makedatawork
If you associate reservoir w/ specific optimized platforms, eg Hadoop, then
it's clear that they're not for all use cases
A1:
#makedatawork
IMHO, metaphor "reservoir" makes more sense than "lake."
Big data is resource to be held in reserve and tapped when needed
A1:
#makedatawork A
data lake/reservoir is primarily for data explore and/or refinement. Trad'l
platforms play other roles (hub, mart, etc.)
A1:
#makedatawork
Paradigms don't replace plaforms. Only better platforms can. Data
"lake"/"reservoir" platforms supplement, don't replace
0
replies 0 retweets 0 favorites
#Datarefinery chat
beging in 10 mins. Get ready! #makedatawork
jameskobielus retweeted
Water
main break nearby has been fixed. The liquid is coursing thru our pipes once
again. We'll bring in the pails we left out to catch rain
@craigmullins #datarefinery
tweetchat at 1 pm ET today - http://bit.ly/1yGQ1CB Use #makedatawork tag
to participate.
Catch
me at 10:00 am PT for a twitter jam on Data Refinement. Follow the hashtag #makedatawork
jameskobielus retweeted
"
#IBM: Hard Look At
R&D" (http://ow.ly/DaJQh ) JK--"Long-term
potential created by ongoing investmnt in R&D not being recognized in
mkt"
RT
@kexpplaylist #kexp Cayucos by Cayucas
from Cayucos JK--2012. The "o-ay-o-ay-o" in this reminds me of
"Walk Like an Egyptian."
Join
me et al for #datarefinery
tweetchat 1hr 45 minutes from now http://bit.ly/1yGQ1CB
Use #makedatawork
tag to participate.
New
#IBM #DW #IBMInsight jk blog:
"Self-Service Analytics, Data Warehousing, & Information Management in
the Cloud" (http://ow.ly/D9XvA )
RT
@kexpplaylist #kexp I'm Waiting for th
Man by The Velvet Underground JK--1967. "Until tomorrow"? I mis-hear
"eat too tomorrow" (post-fix)
Business
process optzn? Limits of disintermediation in cognitive era p1 http://ow.ly/D9wvS
p2 http://ow.ly/D9wvT
Wed #IBMDataMag
qh
RT
@kexpplaylist #kexp Fool by Perfume
Genius from Too Bright JK--2014. Interesting new artist. The songs have
dramatic depth.
RIP
Ben Bradlee. Built Washington Post into a superb newspaper. Still solidly in
his template long after he retired.
Organizers
o IoT World 2014 Santa Clara say demand to hear me speak on "Big Data 2
Secure IoT" is great. Can't wait (http://klou.tt/dnm7zlgrlz1b )
"How
to detect a pattern? Problem and solution" (http://ow.ly/D7xMH )
JK--Good illustration of th power o visualization + math/stat tools
"Is
Data th Best Preparation Against Natural Disasters?" (http://ow.ly/D7x18 )
JK--Terabytes of preparedness could save lives & property
"Which
GPUs to Get for Deep Learning" (http://ow.ly/D7w9f )
JK--Hot hardware topic in cognitive computing.
"
#BigData & The
Death of Passion" (http://ow.ly/D7vty ) JK--Melodramatic
overstatement about data-driven risk-averse biz strategies.
"Hooray
For Captain Spaulding" (http://ow.ly/D7sNh ) JK--"African
explorer"? Bad casting. Groucho didn't look African.
"Crowdsrcd
Suprcomput Proj Seeks Better Understand o DNA, Improved Qual o Life" (http://ow.ly/D7s1w )
JK-- #IBM World
Community Grid proj
"What
if Watson and not Wilson would have been on an island with Tom Hanks?" (http://ow.ly/D6Zki )
JK--Funniest #Watson
reference ever.
RT
@kexpplaylist #kexp Do You Remember Rock
'n' Roll Radio? by The Ramones JK--Oddly starts by referencing Rock 'n' Roll TV
shows, not radio
"‘Mindful’
commutrs say deep breaths, clear mind keep them calm under stress" (http://ow.ly/D6J3q
) JK--Be most mindful o muscle tensing
Machine
learning? Decision tree 4 data sci choose among ML stat fws p1 http://ow.ly/D67vi
p2 http://ow.ly/D67vj
Tues #IBMDataMag
qh
RT
@kexpplaylist #kexp Little Lover by The
Barr Brothers JK--Very nice. Americana folkish sound a la Fleet Foxes or Bon
Iver.
"CSFs
in deploying #Hadoop
across industries" (http://ow.ly/D5Yea ) JK--Download the #IBM ebook: http://ow.ly/D5Yeb
#IBMDataMag
"Informix
Tech Talk: Live from #IBMInsight
2014" (http://ow.ly/D5X9d ) JK--IBM POV on IoT Oct
30 11:30am EDT #IBMDataMag
RT
@kexpplaylist #kexp Between the Bars by
Elliott Smith from either/or JK--1997. For some reason, guitar on this reminds
of "Rocky Raccoon"
"Twitter
Chat: Demystifying the Data Refinery" (http://ow.ly/D5U8H )
JK--Join me & others tomorrow 1pm EDT #makedatawork #IBMDataMag
"Changing
the World Bit by Byte" (http://ow.ly/D5TIK ) JK--Submissions to #BigData for Social
Good Challenge start Nov 15 #IBMDataMag
"
#BigData for Social
Good Challenge" (http://ow.ly/D5Tig ) JK--Apply #Hadoop to application
development for social causes #IBMDataMag
"Tapping
Data Potential" (http://ow.ly/D5T2N ) JK--Cloud-bsd data
access/refine. Download solu'n brief http://ow.ly/D5T2O #IBMDataMag
"From
Raw Data to Actionable Information" (http://ow.ly/D5Skt ) JK--#IBM's new Data Refinery
website: http://ow.ly/D5Sku #IBMDataMag
RT
@kexpplaylist #kexp My Sad Captains by
Elbow from The Take Off & Landing o Everything JK--2014. Love this one.
Like classic Peter Gabriel
"Unimpeded
Advanced Analytics" (http://ow.ly/D5Rgg ) JK--Download executive
whitepaper: http://ow.ly/D5Rgh #IBMDataMag
"
#IBMInsight 2014
Sponsors" (http://ow.ly/D5QGP ) JK--Stop by their
booths next week at Mandalay Bay, Las Vegas #IBMDataMag
"Busting
the “No Access to Refined Data” Myth" (http://ow.ly/D5QdZ )
JK--Register for #IBMInsight:
http://ow.ly/D5Qe0
#IBMDataMag
"Ensembles
to Boost Machine Learning Effectiveness" (http://ow.ly/D5Pyv )
JK--Bespectacled boffin on ensemble-bsd crowdsrcing #IBMDataMag
"Exploring
a Public Open Data Project: Pt 3" (http://ow.ly/D5P1T )
JK--Jennifer Shin with 3rd of her 4-part series on openFDA #IBMDataMag
"What’s
th Big Deal About Query Optimization? Pt 1" (http://ow.ly/D5NWs )
JK--Suresh Sane on challenges w/complex SQL queries #IBMDataMag
This
medicinal tea isn't half bad. What I mean by that is: on the badness spectrum,
it's somewhere between 0 & 100 percent, but not 50 %
"Ntwk
Theory Reveals Hiddn Link Btwn Trade+Military Alliances That Leads 2
Conflict-Free Stabilty" (http://ow.ly/D2ERT ) JK--Provocative!
RT
@kexpplaylist #kexp River by Akron
Family from Set Em Wild Set Em Free JK--I love the playground sing-song-ish
swing of this melody.
Lots
of things are called "research" that aren't research. If it's already
common knowledge or if you could figure it out yourself, it's not
"Top
12 Brain-Inspired AI Projects" (http://ow.ly/D1TyT )
JK--Good roll-up. Includes #IBM
Blue Brain.
Browsing's
an obstacle course o clicking thru page after page o links, closing pop-ups
& magnifying typefaces 2 get 2 stuff you want to read
"Researchers
are using deep learning to predict how we pose" (http://ow.ly/D1Ln7 )
JK--Improved gesture recognition & computer animation
Workload-optimized
systems? Pushing MapReduce's efficiency envelope p1: http://ow.ly/D1IsW
p2: http://ow.ly/D1IsX
Mon #IBMDataMag
qh
All
of the quick-hits I've prewritten for this week are on technical topics for
which I've had to stretch my head. Hope I pull them off well
The
Importance of Tracking Big Data Emotions http://bit.ly/1yasPcT
"IBM
3Q 2014 Reslts" (http://ow.ly/D1z8H ) JK--"Again
performd well in stratgc growth areas: cloud data analytics security social
mobile"
"GLOBALFOUNDRIES
2 Acq #IBM Microelectr
Biz" (http://ow.ly/D1wdE ) JK--Exclsv srvr procsr
tech prvdr for 22/14/10nm semicon for 10 years
I
think I’ll not attempt to read DF Wallace’s “Infinite Jest.” Infinite number o
chapters called “Year of the Depend Adult Undergarment”
