A coordinated concentrated effort is being made by so called NGOs and then then propagated by Pakistan sponsored social media units to project India as persecutor and fuel disturbance from within the nation, among the community.

It's high time to expose these entities
(1/n)

"Hindutvawatch" - A well known fake narrative peddler website features article published by "International Christian concern" calling PM Modi as persecutor.
Let's know who these associations are
(2/n)

" Hindutvawatch" - A well managed vicious propaganda unit Operating from #Pakistan having presence almost everywhere in social media propagating vicious agenda of creating narrative of "Minority persecution", which is then amplified by the usual anti national elements.
(3/n)

When users on social media flagged fake news reporting and propagating fake agenda on twitter of this handle, someone came to cry foul and rescue - GLOBAL TIMES.
Yes, it's huge. Isn't it ? What mutual interest does China have with a Pak operated propaganda handle.

(4/n)

Now let's come to "International Christian concern"
So called NGO- serial fake news peddler.

Remember john chau who illegaly sneaked in Andaman and then killed by sentinels.
However , ICC termed this as
"Hindu radicals attack"
(5/n)

Meet @FlamingoTrader_ A 20-year-old upcoming trader from Gujarat. Also his strategy. He mostly trades in BTST and sometimes in STBT

He read many books, and reports and is using Darvas Box Theory.

Here are some notes ( with my limited understanding)

Strategy

a) Finds 52 Week High Stocks
b) or stocks that Doubled in year
c) Volume Should be High - 20 ma of Vol
d) Darvas Box - Indicator or Manual

e) If stock Makes High, Then doesn’t break high for 3 days or more, Then makes low and doesn’t break for 3 days or more. It doesn't break low considering the first candle low as low. It's called Darvas box.

f) Whichever side breakout comes, is called Darvas Box Breakout.

g) Also sees Japanese Candlesticks, it increases breakout.
h) At 3.10 to 3.20 closing should be outside the box.
i) Also consider Bollinger Band Breakout
j) Also consider Market Trend

Simple, but it works for him. You can ask if you have any queries to him,

🚩"Maharana Pratap Singh"🚩

The Invincible King:
Epitome of Valour, Courage & Bravery🙌🙌

अभूत्पुरा भारतभाविभासकः स एकलिङ्गस्य सदंघ्र्युपासकः।
महाबली दुर्गचित्तोड़शासकः प्रतापसिंहः परतापनाशकः॥

MAHARANA PRATAP was born in the kingdom of Mewar, on 9th May, 1540 to Queen Jayawanti & Maharana Uday Singhji.

Ekalingaji is considered as the head of Mewar Rajya (Mewar-Adhipati), and therefore Maharana of Mewar is also called Diwanji.
#Thread

After the death of Maharana Uday Singh ji in Gogunda (1572), his eldest and most ablest son .

Pratap Singh ascended the throne of Mewar with the support of the Nobles.

In 1573, Akbar sent Kunwar Man Singh as an emissary to Udaipur, in order to win over Maharana and to make him accept the suzerainty of Mughals. He was unsuccessful.

Finally in1576, the memorable battle of Haldighati fought between Maharana Pratap & Akbar’s forces was fought.

The Battle of Haldighati was fought on 18 June 1576 between Pratap Singh and Akbar's forces led by Man Singh I of Amer.

The Mughals despite having a bigger army failed to kill or capture the Maharana Pratap.

1️⃣ #KashmiriPandits के खिलाफ आतंकवाद का ये खूनी खेल शुरू हुआ था साल 1986-87 में, जब सलाहुद्दीन और यासीन मलिक जैसे आतंकवादियों ने J&K का चुनाव लड़ा॥

नेशनल कॉन्फ्रेंस और कांग्रेस के गठबंधन की सरकार बनी लेकिन वहां हुकूमत चल रही थी आतंकवादियों और अलगाववादियों की. #KashmirExodus1990

2️⃣ चुनावों में हार से नाख़ुश यासीन मलिक का संगठन JKLF (Jammu Kashmir liberation front) जो “भारत से अलग” होना चाहता था उसने पाकिस्तान के साथ मिलकर घाटी में “आतंकी प्रवृत्ति को बढ़ाकर कश्मीरी पंडितों को कश्मीर घाटी से निकालने के षडयंत्र” के तहत अपने संगठन को विस्तृत करना शुरू किया॥

3️⃣
पाकिस्तान की मदद से JKLF ने अपने सदस्यों को POK मैं आतंकवाD की ट्रेनिंग दिलवाई,हथियार मुहैया करवाये JKLF ने कश्मीर घाटी के लोगों को भारत और कश्मीरी पंडितों के ख़िलाफ़ भड़काना शुरू किया, हालात यहाँ तक बिगाड़ दिए थे की JKLF के आतंकी घाटी की गलियों में AK-47 लेके घूमते थे!

4️⃣1988 अंत तक JKLF ने भारत से कश्मीर को आज़ाद कर ISLAM!C RULE (निज़ाम-E-मुस्तफ़ा) स्थापित करने के लिए अपनी आतंकी गतिविधियों को तेज कर दिया, कश्मीर घाटी में कश्मीरी पंडित Minority मे थे; जो कश्मीरी पंडित भारत के साथ रहने की बात करता था उसको को जान से मारने की धमकी दी जाने लगी॥

5️⃣ तत्कालीन पाकिस्तान के प्रधानमंत्री बेनज़ीर भुट्टो ने कश्मीर घाटी में जिहाD को बढ़ावा देने के लिए POK में सैकड़ों कश्मीर घाटी के उग्रवादियों को Training देकर आतंकी बनाया और हथियार मुहैया कराए गए॥ कश्मीरी पंडितों में डर फैला कर घाटी से निकालने के लिए TARGET करना शुरु हो चुका था॥

The Ultimate List of Trading Mistakes I have committed.

A long thread. Read on.

Which mistakes have you committed?

1) Strategy Hopping: Changing Strategy as soon as I got a series of losses. Sometimes faster than changing daily clothes. What about you?

2) Trading without knowing the rules of the market:

a few examples

a) Change in lot size
b) Not knowing the margin
c) Not knowing how Options settle

Sounds Familiar?

3) No Backups

One should be prepared for unknown events, like having 2 internet lines, 2 laptops, 2 brokers, etc

4) Not expecting the worse

Remember

PNB Scam
Air Strike
A big leader dying

Anything can happen, that's why keep stop-loss in the system.

#BAJFINANCE

Again heading for a 15-18 weeks Cup and Handle?

This is the real Shark in the Sea guys...

10 Insightful Lessons From the Book ”Man’s Search For Meaning”

(Over 12 Million Copies Sold)

⚡️Book Review⚡️

1. He who has a why to live for can bear almost any how.

✅You will be able to face hard times way much easier if you manage to find meaning for your life.

2. You can adapt and get used to literally any condition.

It is not the strongest species that survive, nor the most intelligent, but the ones most responsive to change.

🔴 Stepping out of our comfort zone will make us understand how further we can actually push our limits.

3. Have courage to accept the things you can’t control.

While being high in self-control is important in achieving our goals, we must not waste our time with things we can’t control.

👉What matters is how we react to situations that are beyond our control.

4. Avoid thinking about success

If you focus on making success your target, you are more likely to miss it.

✅Dedicate your time and effort to a vision that is more significant than yourself, and let success becomes a by-product of this dedication!

How to get started in web3 ⚡️

I didn't know what web3 was 7 months ago. Recently I completed the #100daysofweb3 challenge!

🧵 Here you go, my web3 roadmap for anyone getting started:

1/4 Start by doing

Start by learning and using the tools in the web3/crypto space 🤝

Do anything related to crypto but DO it. Don't just listen to a podcast or read a blog post.

- setup a crypto wallet eg: @MetaMask @phantom
- Interact with dApps: exchange some tokens, get an ens name etc.

⭐️ Checkout @rabbithole_gg, a dApp to onboard users to web3. It has some challenges for you to get started in the web3 world

2/4 Read, Research, Repeat

There is so much to learn and too many myths! Make sure to spend some time and do your own research.

Here are some resources to get you started:

- Look into the blockchains and protocols websites to get more information. Check out the white papers
- @useWeb3 by @wslyvh has a curated list of awesome resources
- @BanklessHQ and @rabbithole_gg Podcasts
- @gaby_goldberg's web3 reading

I’m excited to share our new paper on HyperTransformers, a novel architecture for few-shot learning able to generate the weights of a CNN directly from a given support set. 🧵👇

📜: https://t.co/vcm67G6P6t with Andrey Zhmoginov and Mark Sandler.

2) We train a transformer model to `convert` a few-shot task description into a small CNN network specialized in solving it on new images.

3) This effectively decouples a high-capacity transformer generator from a much smaller inference model. It is different from most of the existing methods, e.g. MAML where the generator and the executing model share the same architecture.

4) CNN weights are generated layer-by-layer from a combination of layer embedding (features from the last generated layer), and image w/ class embeddings (features directly from the data). The final weights are extracted from output of self-attention (similar to [CLS] tokens).

5) What is cool is that we can also add unlabeled samples from the support set into the mix, effectively allowing for semi-supervised few-shot learning!

प्रश्न = वाल्मिकि रामायण कब,कहां और किस चीज पर लिखी गई थी और इतने समय तक सुरक्षित कैसे थी?

इस प्रश्न के लिए धन्यवाद। आपके इस प्रश्न का उत्तर हिन्दू धर्म के ही दो सबसे बड़े धर्मग्रंथों के समूह में छिपा हुआ है। हालांकि अधिकतर लोग उनसे परिचित नही है। आशा है कि उत्तर के समाप्त होते होते ना केवल आपकी शंका का समाधान हो जाएगा

बल्कि हम सभी हिन्दू धर्मग्रंथों के उन दो समूहों और व्यवस्था के विषय में भी जान जाएंगे। तो चलिए पहले आपकी शंका का समाधान ढूंढते हैं।

प्रश्न आपका उचित है कि कैसे वैदिक काल में इतने अधिक ज्ञान को संचित कर के रखा गया। उस समय तो कागज होते नही थे।

कागज से बहुत पहले शिलालेख और ताड़पत्र हुआ करते थे। जहां शिलालेख में सभी बातें पत्थर पर उकेर कर सुरक्षित रखी जाती थी वही ताड़पत्र वृक्षों की छाल और पत्तों से बनाया जाता था और उसे उसी प्रकार उपयोग में लाया जाता था जैसे आज कागज को लाया जाता है।

किंतु अगर हम महाभारत, रामायण और उससे भी प्राचीन वैदिक काल की बात करें तो उस समय तो शिलालेख और ताड़पत्र भी नही होते थे। फिर इतने ज्ञान को कैसे संचित रखा जाता था

We introduce a new paradigm for dataset creation based on human 🧑‍💻 and machine 🤖 collaboration, which brings together the generative strength of LMs and the evaluative strength of humans. And we collect 🎉 WaNLI, a dataset of 108K NLI examples! 🧵

Paper: https://t.co/IUXcm9wIh2

Our pipeline starts with an existing dataset (MNLI), and uses data maps 📜 to automatically identify pockets of examples that demonstrate challenging 🧐 reasoning patterns relative to a trained model. Then we use GPT-3 to generate new examples likely to have the same pattern. 2/

Next we propose a new metric, also inspired by data maps, to automatically filter generations for those most likely to aid model learning. Finally, we validate ✅ the generated examples through crowdworkers, who assign a gold label 🟡 and (optionally) revise for quality ✍️. 3/

Remarkably, replacing MNLI with WaNLI (which is 4x smaller) for training improves performance📈 on seven OOD test sets🧪, including by 11% on HANS and 9% on ANLI. Under a data augmentation setting, combining MNLI with WaNLI is more effective than using other augmentation sets. 4/

Our method addresses limitations of crowdsourcing, where workers may resort to repetitive writing strategies 🤷, and leverages the great progress in text generation 📃. We get the best of both worlds: 🤖’s ability to produce diverse examples, and 🧑‍💻’s ability to evaluate them. 5/

@praveen0582 I use a combination of Jupyter notebooks and (just a bit biased :)) Scale Nucleus.

Are you planning to buy any property in India? If yes, you must know these TDS rules.

A thread 🧵

If you're buying a property in India and the consideration exceeds Rs. 50 lakhs, you need to deduct TDS i.e. (Tax deducted at source) at the rate of 1% and then, remit 99% amount to the seller.

TDS is attracted at the time of payment of consideration.

But, deducting TDS requires one to obtain a tax account deduction number i.e. TAN. Although, in this case, it is not applicable as it is a special situation and the government does not intend to burden taxpayers with all compliances related to TDS.

Therefore, in this case, a buyer can deduct TDS with his/her PAN (Permanent account number) itself.

PAN of buyer and seller is mandatory. If either of them does not have PAN, he/she can apply for the same before tax is deducted and deposited.

The TDS amount so deducted needs to be deposited within 30 days from the last date of the month in which TDS was deducted.

For example: if the deduction was made on 10th June, it needs to be deposited by 31st July.