A note about opinionated curation...
Please note, I'm aware many of these videos could be in other categories but I had to make a call around which area of data science is best presented in each talk.
Why we're so bad at statistics - Alan Smith
Teach statistics before calculus! - Arthur Benjamin
How not to be ignorant about the world - Hans and Ola Rosling
How juries are fooled by statistics - Peter Donnelly
Lies, damned lies, and statistics - Sebastian Wernicke
3 ways to spot a bad statistic - Mona Chalabi
The era of blind faith in big data must end - Cathy O'Neil
The best stats you've ever seen - Hans Rosling
Why smart statistics are the key to fighting crime - Anne Milgram
Battling bad science - Ben Goldacre
Is life really that complex? - Hannah Fry
Are athletes really getting faster, better, stronger? - David Epstein
The math behind basketball's wildest moves - Rajiv Maheswaran
The hidden influence of social networks - Nicholas Christakis
Surprising stats about child carseats - Steven Levitt
The mathematics of love - Hannah Fry
Global population growth, box by box - Hans Rosling
The nightmare videos of children's YouTube — and what's wrong with the internet today - James Bridle
How to train employees to have difficult conversations - Tamekia Mizladi Smith
What makes a good life? Lessons from the longest study on happiness - Robert Waldinger
How we found the worst place to park in New York City — using big data - Ben Wellington
What AI is — and isn't - Sebastian Thrun and Chris Anderson
Why we will rely on robots - Rodney Brooks
Big data is better data - Kenneth Cukier
How data will transform business - Philip Evans
The jobs we'll lose to machines and the ones we won't - Anthony Goldbloom
The wonderful and terrifying implication of computers that can learn - Jeremy Howard
How AI can bring on a second industrial revolution - Kevin Kelly
Will automation take away all our jobs - David Autor
Demand a more open source government - Beth Novell
The key to growth? Race with the machines - Erik Brynjolfsson
Does racism affect how you vote? - Nate Silver
My battle to expose government corruption - Heather Brooke
How the NSA betrayed the world's trust - time to act
Who controls the world? - James B Glattfelder
Can we build AI without losing control over it? - Sam Harris
What happens when our computers get smarter than we are - Nick Bostrom
Machine intelligence makes human morals more important - Zeynep Tufekci
The human insights missing from big data - Tricia Wang
What so we do with all this big data - Susan Etlinger
How I hacked online dating - Amy Webb
Your social media "likes" expose more than you think - Jennifer Golbeck
How algorithms shape our world - Kevin Slavin
Your phone company is watching you - Malte Spitz
Protecting Twitter users (sometimes from themselves) - Del Harvey
What moral decisions should driverless cars make? - Iyad Rahwan
Why we need to imagine different futures - Anab Jain
Watson, Jeopardy and me, the obsolete know-it-all - Ken Jennings
How to get empowered, not overpowered, by AI - Max Tegmark
Don't fear superintelligence - Grady Booch
Your company's data could help end world hunger - Mallory Soldner
Where's Google going next? - Larry Page
What if we eliminated one of the world's oldest diseases - Caroline Harper
How open data is changing international aid - Sanjay Pradhan
Social experiments to fight poverty - Esther Duflo
New insights on poverty - Hans Rosling
Insights on HIV, in stunning data visuals - Hans Rosling
How we study the microbes living in your gut - Dan Knights
The big idea my brother inspired - Jamie Heywood
A new way to monitor vital signs that can see through walls - Dina Katabi
Welcome to the genomic revolution - Richard Resnick
How to read the genome and build a human being - Riccardo Sabatini
How AI is making it easier to diagnose disease - Pratik Shah
A test for parkinson's with a phone call - Max Little
The beauty of data visualization - David McCandless
Visualizing ourselves ... with crowd-sourced data - Aaron Koblin
Turning powerful stats into art - Chris Jordan
Art made of storms - Nathalie Miebach
How I built an information time machine - Frederic Kaplan
Every piece of art you've ever wanted to see — up close and searchable
Social maps that reveal a city's intersections — and separations - Dave Troy
What's the next window into our universe? - Andrew Conolly
How your pictures can help reclaim lost history - Chance Coughenour
How augemented reality will change sports and build empathy - Chris Kluwe
How we're teaching computers to understand pictures - Fei Fei Li
This app knows how you feel — from the look on your face - Rana el Kaliouby
What does a block hole look like - Katie Bouman
How computers learn to recognize objects instantly - Jospesh Redmon
How PhotoSynth can connect the world's images - Blaise Agüera
Fake videos of real people — and how to spot them - Supasorn Suwajanakorn
The quantified self - Gary Wolf
Art that looks back at you - Golan Levin
The rise of human computer cooperation - Shyam Sanker
Don't fear intelligent machines. Work with them - Gary Kasparov
Making a car for blind drivers - Dennis Hong
Get ready for hybrid thinking - Ray Kurzweil
How AI can enhance our memory, work and social lives - Tom Gruber
All your devices can be hacked - Avi Rubin
The case for anonymity online - Christopher "m00t" Poole
How to fool a GPS - Todd Humphreys
If cars could talk, accidents might be avoidable - Jennifer Healey
Google's driverless car - Sebastian Thrun
The future race car — 150mph, and no driver - Chris Gerdes
How a driverless car sees the road - Chris Urmson
A future beyond traffic gridlock - Bill Ford
What a driverless world could look like - Wanis Kabbaj
How autonomous flying taxis could change the way you travel - Rodin Lyasoff