#jubilantingrevia has multiple growth triggers during the current financial year and over the next 2-3 years! #PatienceYoga 🧘🏻‍♂️

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.

Maker movement is doing to startups what startups did to corporations.

Here is why 👇

Startups fixed the problem of innovation, that corporations lack.

In big, slow corporations, innovation is a RISK and distraction from the core $$$ profitable business.

Agile startups could launch, iterate fast and eventually stumble upon new growing market opportunities.

However,

When a startup reaches product-market-fit, it has to 🚀 "grow at all costs" and reach market dominance before some giant corporation can replicate their new product and distribute it to their existing giant customer base.

Startup's "growth at all costs" often means growth at the expense of charging customers $$$ money.

Hence, to be sustainable, startups have to constantly chase investor money.

Startup teams spend more time finding and pleasing investors, than finding and pleasing customers.

95% of startups die because they run out of (investor) money + no business model + crazy investor expectations.

Same way corporations die, when unable to adjust to new technology and market shifts.

(1/3)

I am using only one indicator in the chart.
i.e DC(20) = Donchain Channel
I use 3 min chart and the DC period is 20, so DC high is basically the last 1 hour high & DC low is the last 1 hour low.
The middle line is the median of high and low.

(2/3)

Donchian channels are mainly used to identify the breakout of nifty/BNF.
We can take directional bias based on the indicator.
If nifty is breaking DC high, can take bullish view.
if it is breaking DC down, can take bearish view.
if it is in between, can trade range-bound.

(3/3)

We can monitor nifty/banknifty futures with volume along with DC.
If the volume is 1.5 to 2 times the average volume and if DC high/low is taken out then it can be a strong bullish/bearish signal.

Again, at such a key moment in UK and at such high political levels, evidence of deep misunderstanding of EU: The PM is under pressure in some quarters to delay #Brexit vote to allow her first to “improve” deal in Brussels BUT EU is determined not to budge at this stage

2) All EU leaders watching tomorrow’s vote. Of course they want to avoid a no deal #Brexit BUT they feel the deal - so painfully negotiated between EU and UK - is too fresh to re-open. Clarifications, yes but fundamental renegotiations, no.

3) The EU’s international reputation as a tough deal-maker is at stake here too. If Brussels now suddenly “gives in” to U.K. on EU red lines (eg backstop) then that would weaken the EU’s reputation in future trade negotiations with other non EU countries

4) Also on backstop the EU is unlikely to cave in to favour a relationship with a leaving member state (UK) against the explicit wishes and ignoring the deep concerns of a continuing member: Ireland.

5) Both the EU and the PM signed up to a guarantee to protect the border between Northern Ireland and the Republic of Ireland. If either the U.K. or EU can leave the backstop unilaterally then this clearly is no longer a guarantee.