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Deploying your AI/ML investments - Jon Peck | ODSC East 2018
Over the next 18 months, companies will be completing the R&D; phase of their AI/ML investments and will be deploying their models and algorithms to production. The proper execution of deploying your AI/ML models will separate the organizations who see an ROI on AI from those who don't. This talk will introduce the best practices of the tech companies already deploying, the tech stack that is needed, and the organization rhythms that are needed to be successful. This talk is ideal for engineers and leadership to attend together.
You’ve trained machine learning models on your data, but how do you put them into production? When you have tens of thousands of model versions, each written in any mix of frameworks (R/Java/Ruby/SciKit/Caffe/Tensorflow on GPUs etc) and exposed as REST API endpoint...
published: 01 Feb 2019
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SPSS User / Expert interview: Jon Peck
In this interview I speak with Jon Peck out of Arizona. He has a background in: Programming, Econometrics, & Statistics and has been programming and using for longer than most of us have been alive!
Jon is a personal hero of mine and has saved me so much time coding in SPSS that it is impossible to quantify!
You can check out my other interviews with AutoHotkey automation experts here: https://the-automator.com/autohotkey-user-expert-interviews/ https://the-automator.com/ahk-studio/ https://the-automator.com/spss/
published: 01 Nov 2018
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Jon Peck - SeattleJS Conference 2017
Using Publicly-Available APIs to Supercharge Your Applications
By adding a few lines of code (and zero DevOps tasks), you can integrate machine-learning tools, crawl public datasources, or have a dozen cloud-compute units crank through a problem. We’ll go over some popular APIs and see examples of how they can be integrated into web, desktop, mobile, & IoT.
Slides available at: http://bit.ly/seattleJSapi
published: 14 Sep 2017
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Jon Peck - Public Relations
Jon Peck - Public Relations
published: 20 Feb 2013
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Josh Peck Vines Compilation and Best Funny Videos of Instagram and Facebook
This is a compilation of the funniest vines of Jon Peck. This vine collection is accompanied with the best and most hilarious videos of Instagram and Facebook making this collection the best vine comedy compilation of Josh Peck so far. Enjoy it and SUBSCRIBE to BCV channel ► http://bit.ly/BestComicVine
In this vine compilation are featuring some of the best viners such as the well known Amanda Cerny, Curtis Lepore , George Janko, John Stamos, Joey Diggs Jr, Christian Delgrosso, Anwar Jibawi and Lacikay Somers.
Other vines from Best Comic Vines channel:
Solo Vines ► https://goo.gl/dc5lSH
Best Vine Compilations ►https://goo.gl/haiG2s
Special Editions of BCV ► https://goo.gl/otxZw9
Individual vine titles featured in this compilation:
Ahaha he caught me
And you think YOU'VE got proble...
published: 04 Sep 2016
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Java 3D Game Development 78: Shadows!
3D OpenGL Game development log videos about my indie Java RPG game.
Implemented shadow mapping this week!
Here are the main resources that I used:
http://http.developer.nvidia.com/GPUGems/gpugems_ch11.html
https://msdn.microsoft.com/en-us/library/windows/desktop/ee416324(v=vs.85).aspx
http://www.opengl-tutorial.org/intermediate-tutorials/tutorial-16-shadow-mapping/
Facebook: https://www.facebook.com/thinmatrix
Tumblr: http://thinmatrix.tumblr.com/
Pinterest: https://uk.pinterest.com/thinmatrix/
Instagram: http://instagram.com/thin_matrix
Twitter: https://twitter.com/ThinMatrix
IndieDB: http://www.indiedb.com/games/socuwan
Contact me: thinmatrix@gmail.com
If you're interested in using my development kit to help contribute models/artwork/music then send me an email to thinmatrix@gmail.c...
published: 24 Jul 2015
29:13
Deploying your AI/ML investments - Jon Peck | ODSC East 2018
Over the next 18 months, companies will be completing the R&D; phase of their AI/ML investments and will be deploying their models and algorithms to production. ...
Over the next 18 months, companies will be completing the R&D; phase of their AI/ML investments and will be deploying their models and algorithms to production. The proper execution of deploying your AI/ML models will separate the organizations who see an ROI on AI from those who don't. This talk will introduce the best practices of the tech companies already deploying, the tech stack that is needed, and the organization rhythms that are needed to be successful. This talk is ideal for engineers and leadership to attend together.
You’ve trained machine learning models on your data, but how do you put them into production? When you have tens of thousands of model versions, each written in any mix of frameworks (R/Java/Ruby/SciKit/Caffe/Tensorflow on GPUs etc) and exposed as REST API endpoints, and your users love to chain algorithms and run ensembles in parallel... how do you maintain a latency less than 20ms on just a few servers?
As much as AI has been a hot topic lately, with advances being made constantly in what is possible, there has not been as much discussion of the infrastructure and scaling challenges that come with it. As co-founder of Algorithmia, I’ve built, deployed, and scaled thousands of algorithms and machine learning models, using every kind of framework (from scikit-learn to tensorflow). We’ve seen many of the challenges faced in this area, and in this talk I’ll share some insights into the problems you’re likely to face, and how to approach solving them.
What do you think about this material?
Share your thoughts in the comments below!
#AI #MachineLearning #DataScience #ODSC
https://wn.com/Deploying_Your_Ai_Ml_Investments_Jon_Peck_|_Odsc_East_2018
Over the next 18 months, companies will be completing the R&D; phase of their AI/ML investments and will be deploying their models and algorithms to production. The proper execution of deploying your AI/ML models will separate the organizations who see an ROI on AI from those who don't. This talk will introduce the best practices of the tech companies already deploying, the tech stack that is needed, and the organization rhythms that are needed to be successful. This talk is ideal for engineers and leadership to attend together.
You’ve trained machine learning models on your data, but how do you put them into production? When you have tens of thousands of model versions, each written in any mix of frameworks (R/Java/Ruby/SciKit/Caffe/Tensorflow on GPUs etc) and exposed as REST API endpoints, and your users love to chain algorithms and run ensembles in parallel... how do you maintain a latency less than 20ms on just a few servers?
As much as AI has been a hot topic lately, with advances being made constantly in what is possible, there has not been as much discussion of the infrastructure and scaling challenges that come with it. As co-founder of Algorithmia, I’ve built, deployed, and scaled thousands of algorithms and machine learning models, using every kind of framework (from scikit-learn to tensorflow). We’ve seen many of the challenges faced in this area, and in this talk I’ll share some insights into the problems you’re likely to face, and how to approach solving them.
What do you think about this material?
Share your thoughts in the comments below!
#AI #MachineLearning #DataScience #ODSC
- published: 01 Feb 2019
- views: 209
1:31:50
SPSS User / Expert interview: Jon Peck
In this interview I speak with Jon Peck out of Arizona. He has a background in: Programming, Econometrics, & Statistics and has been programming and using for ...
In this interview I speak with Jon Peck out of Arizona. He has a background in: Programming, Econometrics, & Statistics and has been programming and using for longer than most of us have been alive!
Jon is a personal hero of mine and has saved me so much time coding in SPSS that it is impossible to quantify!
You can check out my other interviews with AutoHotkey automation experts here: https://the-automator.com/autohotkey-user-expert-interviews/ https://the-automator.com/ahk-studio/ https://the-automator.com/spss/
https://wn.com/Spss_User_Expert_Interview_Jon_Peck
In this interview I speak with Jon Peck out of Arizona. He has a background in: Programming, Econometrics, & Statistics and has been programming and using for longer than most of us have been alive!
Jon is a personal hero of mine and has saved me so much time coding in SPSS that it is impossible to quantify!
You can check out my other interviews with AutoHotkey automation experts here: https://the-automator.com/autohotkey-user-expert-interviews/ https://the-automator.com/ahk-studio/ https://the-automator.com/spss/
- published: 01 Nov 2018
- views: 103
24:53
Jon Peck - SeattleJS Conference 2017
Using Publicly-Available APIs to Supercharge Your Applications
By adding a few lines of code (and zero DevOps tasks), you can integrate machine-learning tools,...
Using Publicly-Available APIs to Supercharge Your Applications
By adding a few lines of code (and zero DevOps tasks), you can integrate machine-learning tools, crawl public datasources, or have a dozen cloud-compute units crank through a problem. We’ll go over some popular APIs and see examples of how they can be integrated into web, desktop, mobile, & IoT.
Slides available at: http://bit.ly/seattleJSapi
https://wn.com/Jon_Peck_Seattlejs_Conference_2017
Using Publicly-Available APIs to Supercharge Your Applications
By adding a few lines of code (and zero DevOps tasks), you can integrate machine-learning tools, crawl public datasources, or have a dozen cloud-compute units crank through a problem. We’ll go over some popular APIs and see examples of how they can be integrated into web, desktop, mobile, & IoT.
Slides available at: http://bit.ly/seattleJSapi
- published: 14 Sep 2017
- views: 47
16:31
Josh Peck Vines Compilation and Best Funny Videos of Instagram and Facebook
This is a compilation of the funniest vines of Jon Peck. This vine collection is accompanied with the best and most hilarious videos of Instagram and Facebook m...
This is a compilation of the funniest vines of Jon Peck. This vine collection is accompanied with the best and most hilarious videos of Instagram and Facebook making this collection the best vine comedy compilation of Josh Peck so far. Enjoy it and SUBSCRIBE to BCV channel ► http://bit.ly/BestComicVine
In this vine compilation are featuring some of the best viners such as the well known Amanda Cerny, Curtis Lepore , George Janko, John Stamos, Joey Diggs Jr, Christian Delgrosso, Anwar Jibawi and Lacikay Somers.
Other vines from Best Comic Vines channel:
Solo Vines ► https://goo.gl/dc5lSH
Best Vine Compilations ►https://goo.gl/haiG2s
Special Editions of BCV ► https://goo.gl/otxZw9
Individual vine titles featured in this compilation:
Ahaha he caught me
And you think YOU'VE got problems
BEST way to get out of being arrested
BRENDA THE BURNER
CUPS SONG FAIL
Ever wonder what they're really typing back there
Every gym has one
Fill in Olympics announcer who has no idea what spot
Follow me on Snapchat for more sillyness
Follow the poor guy on INSTA, he's desperate
Full House theme song fail
Guess it's not the same
Guys can find ANYTHING sexy
Happy Father's Day
Happy Valentine's Day
Hey Girls, in case you were wondering what we do while you're shopping
How I justify my holiday eating habits
How LA people react to rain
I fit RIGHT in at Paris Fashion Week
John and Josh
Life of Toast
Love conquers ALMOST all
Love is complicated
Me trying to figure out the new snapchat filters
Miss Courtney Nikole won a chance to make vid with me for charity
Movie Trailers be like
My sick with impressions
Nice guys finish LAST
Oprah and Josh
SANTA IS BUGGING RIGHT NOW
Secret Lives of Bumble Bees
Sleep over
Some guys are just too competitive
Some like it ROUGH
Some like it rough
Stoners be like
SuperBowl Priorities
Teen life
Teenage girl can't remember life before Smart Phones
That friend growing up who always had the snacks at their house
That one kid who never wants to leave the club
The first person in the history of the world to do a Duck Face
The sad truth about New Years Resolutions
This is how I spend my Easter
Travel size WINE
Trudy The Truther
We all need a Hype Man sometimes
What Friday is like for the TURKEYS THAT SURVIVED
What's next
When I hear people talking about Coachella
When she gives you the cheek
When someone says your name wrong
When someone who doesn't believe in God sneezes
When the truth is so much worse than you thought
When they can't accept it's over
When you catch your friends hanging out without you
When you crush so hard you go CRAZY
When you don't want to admit you met your Boo on a dating app
When you just can't find the right words to tell someone
When you just can't say the right thing
When you KNOW you know someone
When you spend the day all alone and slowly go crazy
When you take that bro code SERIOUSLY
When you try to explain nicely that
When your comeback game is flames
When your friend is low key racist and doesn't even know it
White Girl 911 ft
Who ever could it be
Work
WORST way to break up
https://wn.com/Josh_Peck_Vines_Compilation_And_Best_Funny_Videos_Of_Instagram_And_Facebook
This is a compilation of the funniest vines of Jon Peck. This vine collection is accompanied with the best and most hilarious videos of Instagram and Facebook making this collection the best vine comedy compilation of Josh Peck so far. Enjoy it and SUBSCRIBE to BCV channel ► http://bit.ly/BestComicVine
In this vine compilation are featuring some of the best viners such as the well known Amanda Cerny, Curtis Lepore , George Janko, John Stamos, Joey Diggs Jr, Christian Delgrosso, Anwar Jibawi and Lacikay Somers.
Other vines from Best Comic Vines channel:
Solo Vines ► https://goo.gl/dc5lSH
Best Vine Compilations ►https://goo.gl/haiG2s
Special Editions of BCV ► https://goo.gl/otxZw9
Individual vine titles featured in this compilation:
Ahaha he caught me
And you think YOU'VE got problems
BEST way to get out of being arrested
BRENDA THE BURNER
CUPS SONG FAIL
Ever wonder what they're really typing back there
Every gym has one
Fill in Olympics announcer who has no idea what spot
Follow me on Snapchat for more sillyness
Follow the poor guy on INSTA, he's desperate
Full House theme song fail
Guess it's not the same
Guys can find ANYTHING sexy
Happy Father's Day
Happy Valentine's Day
Hey Girls, in case you were wondering what we do while you're shopping
How I justify my holiday eating habits
How LA people react to rain
I fit RIGHT in at Paris Fashion Week
John and Josh
Life of Toast
Love conquers ALMOST all
Love is complicated
Me trying to figure out the new snapchat filters
Miss Courtney Nikole won a chance to make vid with me for charity
Movie Trailers be like
My sick with impressions
Nice guys finish LAST
Oprah and Josh
SANTA IS BUGGING RIGHT NOW
Secret Lives of Bumble Bees
Sleep over
Some guys are just too competitive
Some like it ROUGH
Some like it rough
Stoners be like
SuperBowl Priorities
Teen life
Teenage girl can't remember life before Smart Phones
That friend growing up who always had the snacks at their house
That one kid who never wants to leave the club
The first person in the history of the world to do a Duck Face
The sad truth about New Years Resolutions
This is how I spend my Easter
Travel size WINE
Trudy The Truther
We all need a Hype Man sometimes
What Friday is like for the TURKEYS THAT SURVIVED
What's next
When I hear people talking about Coachella
When she gives you the cheek
When someone says your name wrong
When someone who doesn't believe in God sneezes
When the truth is so much worse than you thought
When they can't accept it's over
When you catch your friends hanging out without you
When you crush so hard you go CRAZY
When you don't want to admit you met your Boo on a dating app
When you just can't find the right words to tell someone
When you just can't say the right thing
When you KNOW you know someone
When you spend the day all alone and slowly go crazy
When you take that bro code SERIOUSLY
When you try to explain nicely that
When your comeback game is flames
When your friend is low key racist and doesn't even know it
White Girl 911 ft
Who ever could it be
Work
WORST way to break up
- published: 04 Sep 2016
- views: 1395
4:15
Java 3D Game Development 78: Shadows!
3D OpenGL Game development log videos about my indie Java RPG game.
Implemented shadow mapping this week!
Here are the main resources that I used:
http://htt...
3D OpenGL Game development log videos about my indie Java RPG game.
Implemented shadow mapping this week!
Here are the main resources that I used:
http://http.developer.nvidia.com/GPUGems/gpugems_ch11.html
https://msdn.microsoft.com/en-us/library/windows/desktop/ee416324(v=vs.85).aspx
http://www.opengl-tutorial.org/intermediate-tutorials/tutorial-16-shadow-mapping/
Facebook: https://www.facebook.com/thinmatrix
Tumblr: http://thinmatrix.tumblr.com/
Pinterest: https://uk.pinterest.com/thinmatrix/
Instagram: http://instagram.com/thin_matrix
Twitter: https://twitter.com/ThinMatrix
IndieDB: http://www.indiedb.com/games/socuwan
Contact me: thinmatrix@gmail.com
If you're interested in using my development kit to help contribute models/artwork/music then send me an email to thinmatrix@gmail.com and let me know what you'd be willing to help me with. :)
The Team:
Website creation: Josh Speight
Richard Weug: Buffalo, Fox model, Sickle, Trident, Aether bow, ancient war hammer, holy short sword, Sai, Wand, Turtle model
Christopher Jubell: Horse model, Small boat, Fox animations, Food Stall, Mage Attack Animation, Chicken animations, Turtle animations, Skeleton, Giant Spider, Weapon & Tent market stalls, Shadow Battle Axe, Spirit Power Staff, Mellee Helmets, wooden bridge, Church, all house models, training dummies, city walls, city gate, round city towers, shadow trident, Log Pile, Shadow Horned Helmet
Erik Quick: Jetty, All Ancient Ruins models, Oak Tree, Desert Well, Wizard hat, rustic bench, standard armour, Great Sword, Combat Icons, Overhanging House, shadow armour, Ancient Long Sword, Holy Long Sword, New Fence, Tavern(!), Palm Tree, Shadow 2H, Hatchet in Stump, Shadow Horned Helmet, Desert Hut, Dead Tree
marCOmics: Herb Stall, Holy Horned Helmet, New Armour Set, Tribal War bow, present pile, camp fire, Shadow Power Staff, Light Staff, Animal Skeleton
Itay Almog: Medium Desert House, Many weapon textures & icons, small lamp texture, pot market stall texture, darker market stall texture, small mushrooms texture, tribal long sword icon
Jacob Brewer: Shadow Lesser Staff, Holy Lesser Staff, Ancient Lesser Staff
Code Magnet: Both Desert Towers, Ancient Short Bow, Wooden Cart, fire lamp, guard tower, Fancy Lamp, Spirit Zweihaender, Chicken model
Joko: Water Well, Pots Market Stall, darker market stall, warhammer, small lamp, small mushrooms, Cacti, Ball Lamp, Greater Bow, New Bench
MatheStar (https://www.youtube.com/user/TheMathestar) : Bear Model, Square wall tower, tribal long sword model
Ben Jilks: (https://www.youtube.com/user/onegamingmoose) : Player animation, Rocks & new tree model
Alexander Schulte: Small Bush
Jack Theakstone: Ancient B.Axe, Ancient Dagger
Andrew Knowles: Mace, Ancient Short Sword, Ancient 2H
Ricardo: Wooden Crate
Rob: Wooden Barrel, snowman, second Xmas tree
Stiles3D: Xmas tree
ostylk (http://youtube.com/ostylk) : Single Present
Josh "Shadow" Monson: Various sound effects
Aleksander Długosz: Spirit Short Sword, Tribal Spear
Niklavs: Headwear Shop Icon
Dannek Studio (https://www.youtube.com/user/DannekStudio) : Fire pit sound
Nicolas: Waterfall sound fx (not yet shown)
Simeon Heinze: Candy Cane
Titas Vaitkunas: The loud thunder clap!
Teddy C: crossbow (not yet shown)
BonJoniLP: 2H sword (not yet shown)
Tadej Gasparovic: Texture and settings for fire lamp entity, Palm tree collision box
Reza Enayatizaman: Shadow Long Sword
Jon Peck (https://www.youtube.com/user/jonathanpeck) : OpenGL tips!
Music:
"Wallpaper" Kevin MacLeod (incompetech.com)
Licensed under Creative Commons: By Attribution 3.0
http://creativecommons.org/licenses/by/3.0/
Outro Music: "Waking Stars" Kai Engel
http://freemusicarchive.org/music/Kai_Engel/Evening_Colors/01_-_Waking_Stars
https://wn.com/Java_3D_Game_Development_78_Shadows
3D OpenGL Game development log videos about my indie Java RPG game.
Implemented shadow mapping this week!
Here are the main resources that I used:
http://http.developer.nvidia.com/GPUGems/gpugems_ch11.html
https://msdn.microsoft.com/en-us/library/windows/desktop/ee416324(v=vs.85).aspx
http://www.opengl-tutorial.org/intermediate-tutorials/tutorial-16-shadow-mapping/
Facebook: https://www.facebook.com/thinmatrix
Tumblr: http://thinmatrix.tumblr.com/
Pinterest: https://uk.pinterest.com/thinmatrix/
Instagram: http://instagram.com/thin_matrix
Twitter: https://twitter.com/ThinMatrix
IndieDB: http://www.indiedb.com/games/socuwan
Contact me: thinmatrix@gmail.com
If you're interested in using my development kit to help contribute models/artwork/music then send me an email to thinmatrix@gmail.com and let me know what you'd be willing to help me with. :)
The Team:
Website creation: Josh Speight
Richard Weug: Buffalo, Fox model, Sickle, Trident, Aether bow, ancient war hammer, holy short sword, Sai, Wand, Turtle model
Christopher Jubell: Horse model, Small boat, Fox animations, Food Stall, Mage Attack Animation, Chicken animations, Turtle animations, Skeleton, Giant Spider, Weapon & Tent market stalls, Shadow Battle Axe, Spirit Power Staff, Mellee Helmets, wooden bridge, Church, all house models, training dummies, city walls, city gate, round city towers, shadow trident, Log Pile, Shadow Horned Helmet
Erik Quick: Jetty, All Ancient Ruins models, Oak Tree, Desert Well, Wizard hat, rustic bench, standard armour, Great Sword, Combat Icons, Overhanging House, shadow armour, Ancient Long Sword, Holy Long Sword, New Fence, Tavern(!), Palm Tree, Shadow 2H, Hatchet in Stump, Shadow Horned Helmet, Desert Hut, Dead Tree
marCOmics: Herb Stall, Holy Horned Helmet, New Armour Set, Tribal War bow, present pile, camp fire, Shadow Power Staff, Light Staff, Animal Skeleton
Itay Almog: Medium Desert House, Many weapon textures & icons, small lamp texture, pot market stall texture, darker market stall texture, small mushrooms texture, tribal long sword icon
Jacob Brewer: Shadow Lesser Staff, Holy Lesser Staff, Ancient Lesser Staff
Code Magnet: Both Desert Towers, Ancient Short Bow, Wooden Cart, fire lamp, guard tower, Fancy Lamp, Spirit Zweihaender, Chicken model
Joko: Water Well, Pots Market Stall, darker market stall, warhammer, small lamp, small mushrooms, Cacti, Ball Lamp, Greater Bow, New Bench
MatheStar (https://www.youtube.com/user/TheMathestar) : Bear Model, Square wall tower, tribal long sword model
Ben Jilks: (https://www.youtube.com/user/onegamingmoose) : Player animation, Rocks & new tree model
Alexander Schulte: Small Bush
Jack Theakstone: Ancient B.Axe, Ancient Dagger
Andrew Knowles: Mace, Ancient Short Sword, Ancient 2H
Ricardo: Wooden Crate
Rob: Wooden Barrel, snowman, second Xmas tree
Stiles3D: Xmas tree
ostylk (http://youtube.com/ostylk) : Single Present
Josh "Shadow" Monson: Various sound effects
Aleksander Długosz: Spirit Short Sword, Tribal Spear
Niklavs: Headwear Shop Icon
Dannek Studio (https://www.youtube.com/user/DannekStudio) : Fire pit sound
Nicolas: Waterfall sound fx (not yet shown)
Simeon Heinze: Candy Cane
Titas Vaitkunas: The loud thunder clap!
Teddy C: crossbow (not yet shown)
BonJoniLP: 2H sword (not yet shown)
Tadej Gasparovic: Texture and settings for fire lamp entity, Palm tree collision box
Reza Enayatizaman: Shadow Long Sword
Jon Peck (https://www.youtube.com/user/jonathanpeck) : OpenGL tips!
Music:
"Wallpaper" Kevin MacLeod (incompetech.com)
Licensed under Creative Commons: By Attribution 3.0
http://creativecommons.org/licenses/by/3.0/
Outro Music: "Waking Stars" Kai Engel
http://freemusicarchive.org/music/Kai_Engel/Evening_Colors/01_-_Waking_Stars
- published: 24 Jul 2015
- views: 28954