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5 GitHub Repositories To Boost Your Machine Learning/Data Science Skills
👇[Thread]

1️⃣ homemade-machine-learning:
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
https://t.co/OsdUcnEKHy

2️⃣ PythonDataScienceHandbook:
Python Data Science Handbook: full text in Jupyter Notebooks
https://t.co/7QirjIQcbK

3️⃣ AI-Expert-Roadmap:
Roadmap to becoming an Artificial Intelligence Expert in 2021.
https://t.co/xqHjkmKnJG

4️⃣ MLResources:
Repository for Machine Learning resources, frameworks, and projects. Managed by the DLSU Machine Learning Group.
https://t.co/WNT9xqiIEy

5️⃣ Data-science:
Collection of useful data science topics along with code and articles.
https://t.co/BW2PrbPFP3

✉️Footnote: If you want to receive more Open-Source related resources, or want to support us, how about joining our family by clicking on the follow button 😊

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$\u0b85\u0bb8\u0bcd\u0ba4\u0bbf\u0ba9\u0bbe\u0baa\u0bc1\u0bb0\u0ba4\u0bcd\u0ba4\u0bc1 \u0b85\u0bb0\u0b9a\u0bbf\U0001f478$

அஸ்தினாபுரத்து அரசி👸...
@SivaRoobini555

#தினம்_ஒரு_திருவாசகம்
தொல்லை இரும்பிறவிச் சூழும் தளை நீக்கி
அல்லல் அறுத்து ஆனந்தம் ஆக்கியதே – எல்லை
மருவா நெறியளிக்கும் வாதவூர் எங்கோன்
திருவாசகம் என்னும் தேன்

பொருள்:
1.எப்போது ஆரம்பித்தது என அறியப்படமுடியாத தொலை காலமாக (தொல்லை)

2. இருந்து வரும் (இரும்)

3.பிறவிப் பயணத்திலே ஆழ்த்துகின்ற (பிறவி சூழும்)

4.அறியாமையாகிய இடரை (தளை)

5.அகற்றி (நீக்கி),

6.அதன் விளைவால் சுகதுக்கமெனும் துயரங்கள் விலக (அல்லல் அறுத்து),

7.முழுநிறைவாய்த் தன்னுளே இறைவனை உணர்த்துவதே (ஆனந்த மாக்கியதே),

8.பிறந்து இறக்கும் காலவெளிகளில் (எல்லை)

9.பிணைக்காமல் (மருவா)

10.காக்கும் மெய்யறிவினைத் தருகின்ற (நெறியளிக்கும்),

11.என் தலைவனான மாணிக்க வாசகரின் (வாதவூரெங்கோன்)

12.திருவாசகம் எனும் தேன் (திருவா சகமென்னுந் தேன்)

முதல்வரி: பிறவி என்பது முன்வினை விதையால் முளைப்பதோர் பெருமரம். அந்த ‘முன்வினை’ எங்கு ஆரம்பித்தது எனச் சொல்ல இயலாது. ஆனால் ‘அறியாமை’ ஒன்றே ஆசைக்கும்,, அச்சத்துக்கும் காரணம் என்பதால், அவையே வினைகளை விளைவிப்பன என்பதால், தொடர்ந்து வரும் பிறவிகளுக்கு, ‘அறியாமையே’ காரணம்

அறியாமைக்கு ஆரம்பம் கிடையாது. நமக்கு ஒரு பொருளைப் பற்றிய அறிவு எப்போதிருந்து இல்லை? அதைச் சொல்ல முடியாது. அதனாலேதான் முதலடியில், ஆரம்பமில்லாத அஞ்ஞானத்தை பிறவிகளுக்குக் காரணமாகச் சொல்லியது. ஆனால் அறியாமை, அறிவின் எழுச்சியால், அப்போதே முடிந்து விடும்.

Anu Satheesh
@AnuSatheesh5

Story of Thumba Poo and Shiva

Thumba poo is a tiny white flower which grows in all areas. These flowers are used for treatment for sinus. Small children who have polyps in Nose are told to crush tumbha leaves and apply in nose part.
There is an interesting story of Thumba and

Mahadeva. Thumba flowers were not taken for Shiva Pooja. Saddened to this Thumba prayed sincerely and Mahadeva appeared before her.
She was surprised that Shiva had appeared before her. Instead of saying that she wants to under his feet always, she said
@SriramKannan77

She said that her feet should be on his head. Shiva accepted her prayers. It is because of this Thumba flower is placed in the head of Shiva Linga.
Shambo Mahadeva
Om Namah Sivaye
🙏🕉🙏

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Mitesh Patel
@Mitesh_Engr

Again sharing bank nifty intraday weekly straddle. How to play by selling straddle.
Mostly will work on Monday to Wednesday. Sometimes on Friday.
Why to pay your money to learn this if u can get it here.
U need only practice.
Let’s go.

Say bank nifty future is at 32000.
Sell both 32000 call and put.
Considering current volatile market lest say premium on Monday morning is 350 on both sides.
Sold with 700 points combine premium.
If bank nifty will trade in narrow range say +\- 100 hold it.
If moving 200 points

then exit previous sold straddle. Sell new one. Let’s say BN moved +200
Now sell 32200. If bank nifty will move here within range then u will get profit through theta decay. Follow same procedure for next 150-200 pts move.

This is only for single straddle sell position.

Now in second case sell three straddle. 31900/32000/32100
In case of 100 points move no need to change.
If 200 + then future is 32200.
Exit 31900 and sell 31200 straddle.
If moving another 100 then exit 32000 and sell 32300. Continue same with 100 points move.
If no move then

it will consolidate between 32000-32200 or 32100 to 32300 and u will get theta decay.

This is for normal move. Sudden big move may come anytime. So keep SL in system.
If u r selling at 350-350 then keep SL in system 475 for both legs.
Practice it. No need to attend webinar.

$Ranbir Singh \U0001fa9e$

Ranbir Singh 🪞...
@ranbirsinghlive

Giveaways are smashing the Twitter algo.

I've gained dozens of followers & newsletter subs.

Small accounts NEED to use them.

They drive growth, but also experience & trust.

Because a Twitter giveaway is a mini-product launch.

Steal my blueprint to create 1 in an afternoon🧵

The phases of a Twitter giveaway launch:

1. Ideate
2. Build
3. Promote
4. Deliver
5. Follow-Up

Let's break them down:

IDEATE

Grab a piece of paper and write down 3 lists:

1. Concepts you've learned in the last WEEK
2. Problems you've solved in the last MONTH
3. Questions you've been asked the most in the last YEAR

You're Twitter giveaway is somewhere on these lists...

FILTER

Combine the best from your 3 lists into 1 based on these criteria:

1. Quickly actionable
2. Easily explainable
3. Broadly relatable (beginner)

Once done, you're going to pick ONE that sings to you the most.

But don't throw out the rest. They'll be your next giveaways

BUILD

Pick 1 the easiest medium to convey your idea:

• Loom video
• Checklist (Notion)
• Written guide (Google Doc)

Give yourself ONE HOUR to script & edit your giveaway.

You get an additional 15 minutes to record, if applicable ;)

Angela Jamison
@AnJamison

@bellingcat @buzz\_chronicles @buzz\\\_chronicles @buzz_chronicles save as category @pdfmakerapp grab @pdfmakerapp grab this @readwiseio save @readwiseio save thread @threader compile summarize @Threadreaderapp unroll please @ttttreads unroll @unrollthread.com @SaveToBookmarks

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STEALTH JEFF
@drawandstrike

One thing that makes this #Khashoggi story difficult to assess when it comes to who's responsible is that there are different factions within Saudi Arabia constantly jockeying for power. It's not one monolithic thing.

Bin Salman heads only one faction.

Mohammad Bin Salman [MbS] not only has to deal with states in the region that want to thwart his plans for Saudi Arabia [SA} & the Middle East [ME] such as Iran, Turkey, Syria, Russia, Quatar...he also has people inside SA itself that don't like his reforms or agenda.

So when the narrative gets presented that "The only way Khashoggi could end up dead is on the direct orders of MbS" you might want to keep this in mind.

There are SEVERAL ways Khashoggi could end up meeting his demise at the hands of Saudis not working on the orders of MbS.

Powerful factions within SA, several of whom do not like the Crown Prince's reforms or the fact he was promoted to his current position ahead of others in the royal family, could have done this in the hopes of pinning it on MbS.

Too many false/fake news stories came out of Turkey in the past week to say anything further. This latest news comes just after it was reported Pompeo heard an audio of the killing that was quickly walked back in less than a day.

/end

The New York Times
@nytimes

Stan Lee’s fictional superheroes lived in the real New York. Here’s where they lived, and why. https://t.co/oV1IGGN8R6

Stan Lee, who died Monday at 95, was born in Manhattan and graduated from DeWitt Clinton High School in the Bronx. His pulp-fiction heroes have come to define much of popular culture in the early 21st century.

Tying Marvel’s stable of pulp-fiction heroes to a real place — New York — served a counterbalance to the sometimes gravity-challenged action and the improbability of the stories. That was just what Stan Lee wanted. https://t.co/rDosqzpP8i

The New York universe hooked readers. And the artists drew what they were familiar with, which made the Marvel universe authentic-looking, down to the water towers atop many of the buildings. https://t.co/rDosqzpP8i

The Avengers Mansion was a Beaux-Arts palace. Fans know it as 890 Fifth Avenue. The Frick Collection, which now occupies the place, uses the address of the front door: 1 East 70th Street.

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Learning @ Prakash
@Prakashplutus

My simple Approach towards Breakout trading :

1. Scan stocks on the basis of FTDB Scanner.

2. Buy stocks with EMA-9> EMA-21> EMA-63 > EMA 200 & Volume 200% up

3. maximum SL of 1.25X ( ATR )

4. I do breakout trading only in Nifty -500 stocks

#StockMarket
#trading
#Nifty

Mike DiCenzo
@mikedicenzo

"How the Avengers would respond to the Capitol riot" (a thread)

CAPTAIN AMERICA - tells Falcon, "I fought Nazis once before. They're extremely dangerous." They then see the guy scaling the Capitol wall fall into the shrubs. Falcon: "You sure these are the same Nazis?"

IRON MAN - lands by the guy carrying the podium. Says, "Mind if I borrow this?" then tosses it to Hulk, who swings it like a bat at the mob. Guy: "Hey, that's MY podium!" Iron Man: "Actually it's the Speaker's. And technically, it's a lectern." Then punches him through a wall.

BLACK WIDOW - enters hotel room where Jack Dorsey is tied up. Rips duct tape off his mouth. Jack: "I'll do anything you want!" BW: "Disable POTUS's Twitter. NOW!" Jack fumbles with his phone. "Done. Anything else?" BW: "Yeah. Trim your beard for God's sake." *tosses him clippers*

HULK - grabs a selfie stick from one of the guys and beats him over the head with it. Deeming it too small, he grabs another guy's Confederate flag and takes out a whole swath of rioters. He then tosses the flag to Cap, who uses it as a javelin to impale a fleeing Ted Cruz.

HAWKEYE - hears Iron Man in his earpiece say, "Looks like Orange Julius is tweeting from another account." Hawkeye: "On it." He locks in on Trump through the White House window and fires an arrow, knocking the phone out of Trump's hands. Hawkeye: "Damn that felt good."

$Kestrel \u2664 lwj kin$

Kestrel ♤ lwj kin
@slutxian

MDZS is laden with buddhist references. As a South Asian person, and history buff, it is so interesting to see how Buddhism, which originated from India, migrated, flourished & changed in the context of China. Here's some research (🙏🏼 @starkjeon for CN insight + citations)

1. LWJ’s sword Bichen ‘is likely an abbreviation for the term 躲避红尘 (duǒ bì hóng chén), which can be translated as such: 躲避: shunning or hiding away from 红尘 (worldly affairs; which is a buddhist teaching.) (https://t.co/zF65W3roJe) (abbrev. TWX)

2. Sandu (三毒), Jiang Cheng’s sword, refers to the three poisons (triviṣa) in Buddhism; desire (kāma-taṇhā), delusion (bhava-taṇhā) and hatred (vibhava-taṇhā).

These 3 poisons represent the roots of craving (tanha) and are the cause of Dukkha (suffering, pain) and thus result in rebirth.

Interesting that MXTX used this name for one of the characters who suffers, arguably, the worst of these three emotions.

3. The Qian kun purse “乾坤袋 (qián kūn dài) – can be called “Heaven and Earth” Pouch. In Buddhism, Maitreya (मैत्रेय) owns this to store items. It was believed that there was a mythical space inside the bag that could absorb the world.” (TWX)