BC LEARNING
Saved by @vasantsri_

The MOST overlooked skill in data science...

And it could get you a $20,000 promotion.

Here's how. 🧵

#datascience #stats #rstats

 Text analysis is a treasure trove of predictive information.

Yet 90% of companies don’t know how to use it.

They are overlooking one of the most powerful and predictive sources of information…
In fact, text analysis is part of the strategy that I used to help double my business in 2022...

While companies like Facebook (Meta) lost 70% of their value.

My company went from $0.9M/year to $2,000,000 per year.

Using text analysis was a key piece.
So imagine how valuable you could become to your company if you doubled the part of the business you touch...

In less than 12 months.

They'd be more than happy to give you a $20,000 raise...

You just made them $1M. (or more)
But you need to learn Text Analysis so you can improve model performance...

Which leads to:

1. a better understanding of customers

2. a better understanding of products

3. better lead scoring

4. better marketing

5. $1,000,000+ ROI
Learning text analysis is full of pitfalls...

Yeah, there's a ton of text data available.

But which do you use?
The mistake every data scientist makes is trying to use every source of data...

And they always go for unstructured text first.

Big mistake.
The structured data is actually EASIER and MORE VALUABLE.

So start there.
Now you're probably thinking, great idea! But how?

How 'bout I show you...
I'd like to help you learn Text Analysis for free.

I put together a FREE workshop where I'll uncover how I do text analysis.

Here's what you learn:
1. How to work with text data

Learn how to tokenize structured and unstructured text so you can make it useful for solving business problems
2. My simple technique for automating text data mining

It's 1/10th of the code versus how the way I'm seeing others do it
3. How to improve your model performance with text data

Get the insider's secret to model performance increase + make your company more profitable
4. Get ideas for your future job portfolio

Expand your data science tool chest with Text Analysis
What's Your Next Step?

My Text Analysis Workshop is completely free.

All you need to do is register & show up.

https://t.co/cA1nVZhVY3

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Alex and Books \U0001f4da
Alex and Books 📚...
@AlexAndBooks_
I asked, "What book created the biggest mental shift in your life?"

I received 275+ responses.

Here are 20 books that might just change your life forever:

1/

The Almanack of Naval Ravikant

by @naval

2/

The Choice

by @DrEdithEger1

3/

Atomic Habits

by @JamesClear

4/

The 48 Laws of Power

@RobertGreene
LEARNING , BOOKS
NoCodeAPI
NoCodeAPI
@nocodeapi
After reading 100s of short and long ebooks,

We have shortlisted these ebooks every no-code learner should read:

#1 The No-code Revolution

https://t.co/reOSvnTOs6

The ebook from @webflow will provide an overview of the no-code movement and its importance.

It also provides insights on bringing no-code to your company and how it will impact the world!

#2 Zero to MVP with No-code

https://t.co/7JD6RQvocZ

The book written by @MakadiaHarsh, with 21 chapters, provides a complete guide to building no-code apps.

It also explains the difference between no-code, code, & low-code, and 120+ tools to build MVPs.

#3 The What's, How's, and Why's of No-code

https://t.co/YH5L6pJrW0

This book from @QuixyOfficial provides insights on no-code development, how it's different from other development, and why it is essential for stakeholders of an organization.

#4 No-code Ebook

https://t.co/PV6M9oMZCF

The book developed by @NeotaLogic explains the importance of no-code and provides advice on selecting the correct no-code platforms according to requirements.
LEARNING
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Aditya Todmal
Aditya Todmal
@AdityaTodmal
Trading Strategies 101

14 "must-try" trading strategies you can start using today: 🧵

Collaborated with @niki_poojary

We'll break these into portions of:

1. Intraday Trading Techniques
2. Positional Trading Techniques
3. Indicator Applications

1/ 6 Intraday Strategies 🧵

How to Filter Stocks for Intraday


2/ Intraday BNF strangle based on OI data. 🧵


3/ A few setups to make intraday trading easy.
ALL , OPTIONSLEARNINGS , OPTIONS STRATERGY
Sahil Bloom
Sahil Bloom
@SahilBloom
21 lessons learned in 2021:

Engineered Serendipity

I believe that some of what we call "luck" is actually the macro result of 1,000s of micro actions.

Your daily habits can put you in a position where "luck" is more likely to strike.

Increase your serendipity surface area.

Engineer your own serendipity.

Pessimists Sound Smart, Optimists Get Rich

Pessimists look at the future and see the doors that are closed.

Optimists look at the future and see the doors that are open—and probably kick down the closed doors, too.

Surround yourself with optimists. The future is bright.

The Exponential Growth Challenge

Human brains cannot fathom the insane power of exponential growth. We consistently underestimate its impact.

When you're on an exponential growth curve—stop trying to set specific goals.

Strap in, keep your head back, and enjoy the ride.

Work Like a Lion

Most people are not wired to work 9-5.

Modern work culture is a remnant of the Industrial Age—long periods of steady, monotonous work.

If your goal is to do inspired, creative work, you have to work like a lion.

Sprint when inspired. Rest. Repeat.
GOALS , LEARNING
Aadit Sheth
Aadit Sheth
@aaditsh
If you use it right, your Twitter account is worth more than your degree.

But 98.8% suck at it.

Here are 9 unique ways to turn Twitter into a crazy valuable asset:

Highly Curate Your Following

99% of users follow real-time news on Twitter.

That's okay. But you won't make Twitter an asset then.

To make it an asset, build a high-signal information diet.

You'll see it as a whole new opportunity.

Let me show you...

Use Twitter Lists

I find way too much news, drama and irrelevant ideas on the Twitter timeline.

I use Twitter lists to cut the noise and amplify the signal.

Bonus: Lists aren't affected by the algorithm.

Here's a video to get started on Lists:


Use Advanced Search

Scrape the internet to find what you want:

"(from:aaditsh) min_faves:1000 marketing"

Tweets with "marketing" from @aaditsh with more than 1000 likes.

Another favorite:

"(from:aaditsh) until:2021-09-01 since:2021-05-01"

Between May and September.

Mute Trolls

Trust me. They're not worth your time.

Click on a profile that annoys you.

Click "more" → "mute profile".

You won't "block" them but their content will become hidden on your timeline.

It's so peaceful.
LEARNING

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Robin Berjon
Robin Berjon
@robinberjon
Recently, the @CNIL issued a decision regarding the GDPR compliance of an unknown French adtech company named "Vectaury". It may seem like small fry, but the decision has potential wide-ranging impacts for Google, the IAB framework, and today's adtech. It's thread time! 👇

It's all in French, but if you're up for it you can read:
• Their blog post (lacks the most interesting details): https://t.co/PHkDcOT1hy
• Their high-level legal decision: https://t.co/hwpiEvjodt
• The full notification: https://t.co/QQB7rfynha

I've read it so you needn't!

Vectaury was collecting geolocation data in order to create profiles (eg. people who often go to this or that type of shop) so as to power ad targeting. They operate through embedded SDKs and ad bidding, making them invisible to users.

The @CNIL notes that profiling based off of geolocation presents particular risks since it reveals people's movements and habits. As risky, the processing requires consent — this will be the heart of their assessment.

Interesting point: they justify the decision in part because of how many people COULD be targeted in this way (rather than how many have — though they note that too). Because it's on a phone, and many have phones, it is considered large-scale processing no matter what.
TECH
Anshul Pandey
Anshul Pandey
@Anshulspiritual
STORY OF PURANAS AND SUB PURANA (उप पुराण).

We have already gone through the series on importance & characteristics of all the eighteen Purans. We also know that originally there were hundred crore shlokas but were divided by Vyas in each Kalp and was compiled as eighteen Purans


for the common people to understand it properly and now their total is about four lakhs.

In Brahm Puran, Brahma preached this to Marichi. So this Puran of ten thousand shlokas is called Brahm Puran.

In Padma Puran, the base of the story is the appearance of Brahma on a lotus(Padm) from Vishnu' s navel.This has fifty five thousand shlokas.

Vishnu Puran is primarily based in Varah kalp. This book is on Vishnu and this book has twenty three thousand shlokas.

Vaayu Puran is written in Shwet Kalp and has twenty four thousand shlokas. Here Vayudev preaches about Dharma.

In Bhagwat Puran, which is written with the base of Gayatri mantra describes Dharma extensively. It has 18000 shlokas. It also mentions the story of Vritrasur.

In Narad Puran, which has twenty five thousand shlokas, is a sermon on Dharma by Narad based in Brihad Kalp.

Markandeya Puran has nine thousand shlokas and here it is through the birds that Dharma is described.
RELIGION
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Jig's Patel
Jig's Patel
@jigspatel1988
How to trade on Expiry day with Nifty straddle?
(System trading on Expiry)

Triple straddle is one of the best and accurate methods for expiry day

If nifty trading at 15720 then will sell three straddles above 50 points from ATM, below 50 points and ATM.

Ex.
Sell straddle 15700(ATM), 15650(ATM-50), 15750 (ATM+50)

Stoploss of 80% on every leg and run your trade till 3 PM

Once SL hit in any Leg just keep holding other leg till expiry with SL (Never or less chance to hit both SL on expiry day)

Trading timing at 9:20 the Morning
ALL , STRADDLE BACKTEST , STRADDLE
Shalini Singh Sengar
Shalini Singh Sengar
@Maverickmusafir
Remembering Colonel Anil Kaul, VrC (Retd) on his 3rd Death Anniversary.

“It was October 12, 1987, exactly 5:55 pm as I was… coming out of the cupola of my T-72 tank on a steamy evening in an unknown place called Kokkuvil in the Jaffna district of Northern Sri Lanka.+


I froze in that confined space at what I saw. An LTTE militant stood at 60 meters aiming his rocket-propelled gun at my tank.

In a flash he fired. Probably having lost his nerve he aimed too low. The projectile hit the left mudguard of the tank, but for some inexplicable reason+


did not explode. It then hit the side of the main gun and then exploded on top of the turret, all in a fraction of a second. Before I knew, it seemed I had received a straight right punch so to say to my chin. I saw some blood appear on my left hand and there was a sharp drop in+

my eyesight.

Lt Colonel (now Lt Gen) Dalbir Singh, then Commanding Officer of 10 Para Commando, who was standing on the engine deck said to me, “Yaar what a close shave.”

He suddenly saw me and the look on his face told me that something was very very wrong with me. In that+

fraction of a second, as if it was a rewind of my entire life, thoughts raced through my life as to how and when I had landed myself in such a situation…

I asked my gunner to pull out a first field dressing (FFD) which is standard equipment in a first aid box carried in each+
HISTORY
Patrick Chovanec
Patrick Chovanec
@prchovanec
I'm going to do two history threads on Ethiopia, one on its ancient history, one on its modern story (1800 to today). 🇪🇹

I'll begin with the ancient history ... and it goes way back. Because modern humans - and before that, the ancestors of humans - almost certainly originated in Ethiopia. 🇪🇹 (sub-thread):


The first likely historical reference to Ethiopia is ancient Egyptian records of trade expeditions to the "Land of Punt" in search of gold, ebony, ivory, incense, and wild animals, starting in c 2500 BC 🇪🇹


Ethiopians themselves believe that the Queen of Sheba, who visited Israel's King Solomon in the Bible (c 950 BC), came from Ethiopia (not Yemen, as others believe). Here she is meeting Solomon in a stain-glassed window in Addis Ababa's Holy Trinity Church. 🇪🇹


References to the Queen of Sheba are everywhere in Ethiopia. The national airline's frequent flier miles are even called "ShebaMiles". 🇪🇹
CULTURE