#radico
Near Perfect Pattern after a strong range breakout recently

💬 I often get Q’s like these:

How did you get your first customers for WIP? How did you grow BetaList’s traffic? Etc.

Makers are looking to reverse-engineer success. I see it everywhere.

I don’t think it works that way and the answers to those questions are mostly useless. 💥

I have built dozens of different products over the last couple of years. The vast majority failed. 😭

Surely if I know the answers to these questions, but still fail over and over again, these answers aren’t that useful. 🤷‍♀️

So what’s a better question to ask? 🤔

99.9% of the questions I receive are about the products that did well. In a way that makes sense, because we quickly forget about those that didn’t succeed.

🧠 This is known as survivorship bias.

Focusing on what survived, while ignoring what made it survive in the first place.

The real question, what you really want to know, is this:

What makes @WIP, @BetaList, and to some extent @AllStartupJobs succeed where my countless other attempts failed?

What separates a failed product 👎 from a successful product 👍?

Honestly, I don’t know. I wish I did.

It’s like Steve Jobs said “I’ll know it when I see it.” 👀

Same is true when we make products. We don’t know upfront what will work. But once we see an inkling of a product that does have potential, it’s not that hard to spot.

Beautiful story of Shri Krishna, Mata Rukmini & Satyabhama which teaches the importance of Bhakthi.
Devotion is important than anything.
#bhakthi
🕉
Satyabhama, royal princess was very proud of herself. Rukmini was very humble, her devotion was pure to Shri Krishna.

One day, Rishi Narada( Kalahapriya) arrived in Dwaraka and met Sathyabhama. In between the conversation he hinted that Krishna exhibits affection more to Rukmini than her. Worried Sathyabhama asked what can should be done to gain Krishna's undivided attention.
@SriramKannan77

Narada asked Satyabhama to make a vow, that she will hand over Krishna to him as a slave, if she cannot trade wealth equivalent to Krishna's weight. Narada thus convinces Sathyabhama that Krishna will admire her for sacrificing all her wealth for him.

Sathyabhama was sure that she have enough wealth to balance Krishna.

She went to Krishna and told about her vow to Narada. Krishna patiently listened to her and accepted the challenge. Satyabhama arranged to bring large scales to weigh and brought all her precious jewels.

Krishna patiently sat on one plate of the Scales (tula). Sathyabhama started piling up the gold, jewels on the other plate. She kept adding more and more wealth, but the pan with Krishna did not even budge. Even after keeping all her jewels the scale did not move a little

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.

READ AND RETWEET AS THOUGH THE LIFE OF YOUR NATION DEPENDS ON IT. WHICH IT DOES. Citizens, I am going to add to the picture with more information. I am not going to let this pass while keeping information to myself. I am going to walk you through 2 narratives.

A printing shop in Michigan prints ballots for Delaware County, Pennsylvania and as Lancashire County, Pennsylvania (this is normal). But along with the ballots it prints on contract and delivers to those counties, it prints some ballots that get diverted to Bethpage, New York.

There, a boiler room of folks fill in "Biden" (often without even voting downballot). The ballots (which are forensically legitimate, given that they come from the same print shop as the good ballots, ) then get trucked into Pennsylvania and mailed. Hundreds of thousands.

We have all of that documented. Texts, statements, affidavits, everything.

We also know that this same ballot printing company (and other firms in the same family) also print for Michigan, Wisconsin, Arizona, and Georgia.

A simple #swingtrading strategy
1. Whenever you see a stock in strong uptrend it will tend to take support on its 21 ema.
2. Always look whether the stock has taken support previously.
@kuttrapali @rohanshah619 @chartmojo @chartworldat
#adaniports #balajiamine #jswsteel

3. 21 ema will act as dynamic support in a trending market
4. Risk: Reward is favourable in such setups
5. 50 ema can also act as support which can be kept as stoploss for swing trading
6. Volume should be less during pullbacks .
#nifty50 #stockmarket #CHARTS