AK
@DS_insights
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Engineer | Photographer | Public Speaker | Data Scientist
Toronto, Ontario
Joined April 2016
Finding That Needle! Isolation Forests for #AnomalyDetection - interesting #treebased approach #datascience
opendatascience.com
While not its original intention, isolation forests have become a great method for anomaly detection. See why here.
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#Dataecosystems made simple - Great read on setting up data ecosystems, their archetype and ensuring benefits .
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After #GDPR, it appears that the EU is considering #AIPR - among principal consideration is #surveillance and #socialcredit. it’s going to be interesting to see the vague terms being specified given the legal implications. #risk #compliance.
theverge.com
GDPR, but for AI.
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RT @lyndagratton: Lifelong learning was at the top of my agenda pre-Covid, but as the pandemic's impact becomes clearer, it's also now a pr….
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On this International Women’s day, I #ChooseToChallenge the exclusion of women from #leadership and #growth opportunities . We owe it to all inspiring women in our lives, happy international women’s day 2021, #IWD2021.
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Great discussion on #ML #featurestore for anyone thinking about implementing one. Although, unless you have the #engineering competencies and focus, all-in-one platforms are far better bets even if they may not optimize each layer
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#productmanagement is dead (or why it #product is less a role for a few but a #culture within the organization). For those with #anthropology background, this is a fascinating discussion #product #leadership #strategy.
knowledge.insead.edu
Treating product management as a role, rather than a culture all its own, deadens its meaning and impact.
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Great read on what’s next after #backprop, tl dr is feedback alignment, equilibrium prop and predictive coding, all designed to mimic the brain even more closely #neuralnetworks, #deeplearning.
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For those involved in #data #privacy #governance and #ethics, here’s a really interesting read on day in the life of #data. I really like that it’s written for a layperson and uses simplified language with proofs
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Since today is #BellLetsTalk day, our #leadership team is canceling a regular strategy meeting and we are using that time to reach out and build a dialogue. How are you supporting #mentalhealth and #awareness today?.
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As focus of #data shifts away from just specialist practitioners to general consumption, choice of #BI #analytics #visualization tool becomes important. With some prior exposure to #apache #superset, I found this write up from @Dropbox quite insightful
dropbox.tech
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Another #machinelearning trend in #2021 #newyear I am excited about #realtime #machinelearning. Great write up .
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DALL·E: Creating Images from Text A new and exciting development I found in field of #AI and #machinelearning #image #text.
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Pretty landmark achievement in #AI #machinelearning #NLP “Big Bird: Transformers for Longer Sequences”
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Corporate equivalent is “we have a flat organization”. .
VC Analyst, who reports to an Associate, who helps a Senior Associate, who dotted-line reports to a Principal, who works for a Venture Partner, who's working for a General Partner (all at a 20 person firm), to me, a founder:. "Just keep management and reporting really simple.".
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RT @ChrisJBakke: VC Analyst, who reports to an Associate, who helps a Senior Associate, who dotted-line reports to a Principal, who works f….
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The great Canadian scholar Marshal McLuhan pioneered the concept of a #globalvillage in the 60’s. At the #mlops2020, this was on full display with speakers from Israel, USA, Germany and Ukraine and of course, Canada! Great discussions and ideas on #AI #ML #operationalization.
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