BC FUN
Saved by @Alex1Powell

Absolutely stunning picture!

 Since we're looking at this, thought I would bring up something interesting that's been going on for the last few days.

@mil_ops did a video Thursday noting some interesting traffic in the DC area.
https://t.co/thIUzmSS7m
In short, there's been some interesting traffic moving from Italy to Europe.
Black ops seem to be grounded on Thursday with no new flights on the flight log.
And there's been a flurry of activity in the DC area. AF1 & 2 went up with a lot of protection (only AF2 squawking). Drones all over DC, and Green Jolly's all over Langley.
Interesting about the Green Jolly (search and rescue) given this tweet from November. At least I think it is.
https://t.co/jj5m4zA9z4
Could this have just been an exercise? Don't know... notice the signal jam (zig zag flight path.

But here's where it gets even crazier.
Everyday this week, Tuesday - Friday, the Glare12 was circling for 3-4 hours each day. It takes off from Hagerstown, Md, takes a path from Frederick, Md down to Dale City, VA and returns along the same path... for 3 hours and 4 on Thursday.
What's the Glare12? Well, it's a hunter. Look at this baby!
Here's more about it.
Anyone familiar with the DC area would quickly notice how interesting the flight path is... From just south of Frederick over Reston & Chantilly, turning around at Dale City and repeating that path in a near perfect straight line.

That's all, thought it was interesting.

More from Fun

CueBellaK8
CueBellaK8
@CueBellaK8
Alice and Wonderland
[1] + [1]
[2]

Alice & Wonderland
🤔

https://t.co/Oyi7U3nAxJ


Who’s next?

10:10 WARNING 🙌🙌🙌🙌
FUN
GirlNextDoor
GirlNextDoor
@TeiMutuku
As the year ends,lemme entertain y'all with kidogo trauma that I have😂

So I'm dating this man,and we're living together(sort of) and he has had so many affairs over the year that I no longer talk about it. I just go about my bs like the clown I am


This particular girl,lemme call her Z,has stuck around for long ju she said,"Mimi sikuachi,we niache lakini sikuachi. I'm prettier than Emma so why would you decide to settle with Emma and not me". I know she's in my man's life but I don't address it ju nishachoka kufight


This particular day,his friends from campus are coming over to Nyeri and they're planning to party all night ju they don't get to meet often bc of work.
Normally,me and my guy don't party together bc idk, it's not a tradition we've set in our relationship


So him he goes to Zero19 with his boys and I'm to join him later bc I have to finish up cleaning dishes. So hapo 6, I'm done,nimevaa thotfit you'd think I'm still in coast na vile it's cold in Nyeri,but you know,pombe ndio hukua jacket on Fridays
FUN
Advertisement
Elon Musk\u2019s Meme \U0001f171\ufe0fot
Elon Musk’s Meme 🅱️ot...
@theMemesBot
why do I hear boss music
FUN
Sarah Alice | Not so carefully considered calamity
Sarah Alice | Not so c...
@Sarah_Alice_X
The Christmas Story (Luke 2 - New Revised Bogan Edition):

Back in the days of some Roman bastard named Caesar Augustus, he called out for a census or some shit, to count how many people the Romans had under their thumb. So everyone had to piss off back to their

own towns to do it. Shows how nothing's changed, at least they didn't have to deal with MyGov. Caesar was a bit of a dog cunt though.

So, Joseph hoofed it back to Bethlehem from Nazareth because that's where he was from, right? He had to take Mary with him, because she was his

defacto or some shit and she was knocked up. She had great fuckin' timing though, cos while they were in Bethlehem gettin' their names marked off by the Roman pigs, she decided that's where she was gonna pop her sprog! They didn't even have some you beaut section of highway for

sheilas to have their kids on. Mary did it rough, wrapped her kid in Joseph's fave Holden shirt and put Him in a manger cos no cunt had a room spare at the inn.

There were some blokes herding sheep out in the paddock near the inn, watching 'em so no bastard fucked off with

any of them while they slept. Then, out of nowhere, some winged bastard appears with light around them like it came from the PolAir chopper, and they were packin' it. But he yelled out "Oi cunt! No need to be scared, mate! I got some goss for ya! It's fuckin' great and
FUN
Andrew Barry \U0001f981
Andrew Barry 🦁...
@Bazzaruto
In the spirit of @threadapalooza, here are all my tweets on building courses, all in one place with 1 line summaries

Continually updating...

Everything I know about how to create a transformational online course

Let's go 👇

1/ The thread that started it all, a collection of my essays and checklists on the


2/ There are two stages to building a successful online course business - launch and your first students

They require mastering different skill


3/ Avoid the same mistakes I made over the last 15 years doing this


4/ Great online courses are not about the transfer of knowledge

They're about the transformation of students
FUN

You May Also Like

Quinn Cummings
Quinn Cummings
@quinncy
Gather round, Gentle Readers. It is time I tell the story of the worst decision I ever made in an office. Some of you have heard this. Some have not. Whatever you do in your office today, this week, the rest of this year, you can console yourself by recalling this tale.

A long time ago, I was a talent agent. I worked for a woman named Susan Smith, who had her own small boutique agency. She was known for three things:

1. She had fantastic taste in clients. If there is someone you admire, odds are good that at some point, she was their agent,

2. She could negotiate a deal like few who have ever trod the earth. Casting would give her all the money they had budgeted for that part, plus a little more, plus promising to get her dog Barnaby groomed. She was magnificent to watch.

3. She was insane.

I'm sure you're thinking, "Quinn, it's the entertainment industry, they are all insane." Yes, many are. So consider this; if you told someone you worked for Susan, people who worked for insane people would look and you and whisper, "I hear she's insane."
LIFE
John Myles White
John Myles White
@johnmyleswhite
This post is pretty bizarre, but it manages to hit on so many false beliefs that I've seen hurt junior data scientists that it deserves some explicit

(1) The notion that R is well-suited to "building web applications" seems totally out of left field. I don't feel like most R loyalists think this is a good idea, but it's worth calling out that no normal company will be glad you wrote your entire web app in R.

(2) It is true that Python had some issues historically with the 2-to-3 transition, but it's not such a big deal these days. On the flip side, I have found interesting R code that doesn't run in modern R interpreters because of changes in core operations (e.g. assignment syntax).

(3) "Most of the time we only need a latest, working interpreter with the latest packages to run the code" -- this is where things get real and reveal some things that hurt data scientists. If this sentence is true, it's likely because you don't share code with coworkers.

(3) Really is a broader issue in data science: people only think of what they need to do their work if no one else existed and code was never maintained. Junior data scientists almost always operate on projects they start from scratch and don't have to maintain for long.
DATA SCIENCE
Advertisement
\u0938\u093e \u0935\u093f\u0926\u094d\u092f\u093e \u092f\u093e \u0935\u093f\u092e\u0941\u0915\u094d\u0924\u092f\u0947
सा विद्या या विमुक्तये...
@raghav_aanya
#ज्योतिष_विज्ञान #मंत्र_विज्ञान

ज्योतिषाचार्य अक्सर ग्रहों के दुष्प्रभाव के समाधान के लिए मंत्र जप, अनुष्ठान इत्यादि बताते हैं।

व्यक्ति के जन्म के समय ग्रहों की स्थिति ही उसकी कुंडली बन जाती है जैसे कि फ़ोटो खींच लिया हो और एडिट करना सम्भव नही है। इसे ही "लग्न" कुंडली कहते हैं।


लग्न के समय ग्रहों की इस स्थिति से ही जीवन भर आपको किस ग्रह की ऊर्जा कैसे प्रभावित करेगी का निर्धारिण होता है। साथ साथ दशाएँ, गोचर इत्यादि चलते हैं पर लग्न कुंडली का रोल सबसे महत्वपूर्ण है।


पृथ्वी से अरबों खरबों दूर ये ग्रह अपनी ऊर्जा से पृथ्वी/व्यक्ति को प्रभावित करते हैं जैसे हमारे सबसे निकट ग्रह चंद्रमा जोकि जल का कारक है पृथ्वी और शरीर के जलतत्व पर पूर्ण प्रभाव रखता है।
पूर्णिमा में उछाल मारता समुद्र का जल इसकी ऊर्जा के प्रभाव को दिखाता है।


अमावस्या में ऊर्जा का स्तर कम होने पर वही समुद्र शांत होकर पीछे चला जाता है। जिसे ज्वार-भाटा कहते हैं। इसी तरह अन्य ग्रहों की ऊर्जा के प्रभाव होते हैं जिन्हें यहां समझाना संभव नहीं।
चंद्रमा की ये ऊर्जा शरीर को (अगर खराब है) water retention, बैचेनी, नींद न आना आदि लक्षण दिखाती है


मंत्र क्या हैं-
मंत्र इन ऊर्जाओं के सटीक प्रयोग करने के पासवर्ड हैं। जिनके जप से संबंधित ग्रह की ऊर्जा को जातक की ऊर्जा से कनेक्ट करके उन ग्रहों के दुष्प्रभाव को कम किया और शुभ प्रभाव को बढ़ाया जाता है।
ALL
Pat Walls
Pat Walls
@thepatwalls
And here they are...

THE WINNERS OF THE 24 HOUR STARTUP CHALLENGE

Remember, this money is just fun. If you launched a product (or even attempted a launch) - you did something worth MUCH more than $1,000.

#24hrstartup

The winners 👇

#10

Lattes For Change - Skip a latte and save a life.

https://t.co/M75RAirZzs

@frantzfries built a platform where you can see how skipping your morning latte could do for the world.

A great product for a great cause.

Congrats Chris on winning $250!


#9

Instaland - Create amazing landing pages for your followers.

https://t.co/5KkveJTAsy

A team project! @bpmct and @BaileyPumfleet built a tool for social media influencers to create simple "swipe up" landing pages for followers.

Really impressive for 24 hours. Congrats!


#8

SayHenlo - Chat without distractions

https://t.co/og0B7gmkW6

Built by @DaltonEdwards, it's a platform for combatting conversation overload. This product was also coded exclusively from an iPad 😲

Dalton is a beast. I'm so excited he placed in the top 10.


#7

CoderStory - Learn to code from developers across the globe!

https://t.co/86Ay6nF4AY

Built by @jesswallaceuk, the project is focused on highlighting the experience of developers and people learning to code.

I wish this existed when I learned to code! Congrats on $250!!
MAKERS
Roger Grosse
Roger Grosse
@RogerGrosse
Important paper from Google on large batch optimization. They do impressively careful experiments measuring # iterations needed to achieve target validation error at various batch sizes. The main "surprise" is the lack of surprises. [thread]

https://t.co/7QIx5CFdfJ


The paper is a good example of lots of elements of good experimental design. They validate their metric by showing lots of variants give consistent results. They tune hyperparamters separately for each condition, check that optimum isn't at the endpoints, and measure sensitivity.

They have separate experiments where the hold fixed # iterations and # epochs, which (as they explain) measure very different things. They avoid confounds, such as batch norm's artificial dependence between batch size and regularization strength.

When the experiments are done carefully enough, the results are remarkably consistent between different datasets and architectures. Qualitatively, MNIST behaves just like ImageNet.

Importantly, they don't find any evidence for a "sharp/flat optima" effect whereby better optimization leads to worse final results. They have a good discussion of experimental artifacts/confounds in past papers where such effects were reported.
MACHINE LEARNING