Top and best Digital Agencies in Pune

by Simran Aggarwal your beauty our passion

Hey guys welcome back to this class Bazy article it is about the top and best digital agencies in Pune which provides courses with this machine learning in Python Part in this lecture we are going to go back to our discussion on p values and ask Is there a threshold we can come up with for Bazy and AB testing. Even though in sampling is very efficient. It still uses up resources.

You would presumably have to store your values of and be in a database somewhere and you'd have to generate random numbers for all your bandits and so on. So if you're certainly looking for top digital marketing companies in Pune one advertisement is better than another why not just display that advertisement in a static way.

Techstack

In this post, we are going to discuss a specific probability measure, in particular, the probability that digital agencies in Pune one is greater than to remember that is the click-through rate. Also, remember that you wanted me to are both betas distributed before we calculate this probability?

Let's once again look at the definition of P-value recall how confusing it was. How digital agencies in Pune much controversy there is concerning it and how easy it is to phrase things the wrong way and make a statistician angry. Remember that you can't accept the null hypothesis.

Digi Perform

You can only not reject the null hypothesis with definitions like that it's easy to see why so many people love machine learning when statistics never got as much attention even though they are both pretty much the same thing.

Now I said earlier that it's easy for non-technical people to misunderstand what P-value means. And it's easy for things to get lost in translation. A common misconception is that say you get a P-value of per cent and that means the probability that new one is not equal to Mutsu is per cent using the definition above. This is of course not the case.

Paradox Marketer

And yet people want a probability like this. It's simple and it's easier to interpret and everyone can understand it. Luckily because you wanted me to have distribution's Basin methods allow us to calculate. The question now is how do we do that.

Let's start with the basic premise. We want the probability that Mutsu is greater than one which is the same as the probability that two minus one is greater than zero. If we let X equal to two minus me one then we have P of X greater than zero which would be the area under the PTF of x from to infinity.

Digital Marketing Institute

What we don't know is the distribution that X has instead of doing that will take an alternative route. We'll look at the joint PTF you want to find the area under the curve where Mutsu is greater than me one. The joint PTF is just the multiplication of the two. Since they are independent.

In fact, you can make a plot of the joint PTF as a heat map or in it. So we just want the area of the upper triangle. Now the derivation is outside the scope of this course but the end result is this closed form expression which can easily be solved by a computer.

NIIT

However, note that the summation is of a two. So it's not necessarily fast to calculate. Another option for getting a threshold is to define the digital agencies in Pune the last function and then quit when the expected value of the loss falls below some threshold.

Assuming that Mutsu is greater than one we can define the last function to be the max of Mutsu minus me and. Next, we can calculate the expected value of the loss under the joint distribution and then we stop when the expected value of this is less than some threshold so we can calculate the digital agencies in Pune expected value of the loss under the joint distribution.

Edu Pristine

Using this integral and the integral looks complicated but you can solve this by making use of the previous integral which is much harder. So I would recommend giving this a try as an exercise. So it's possible to define thresholds for busy and Abts. Although in the next lecture We'll look at how using busy and AB testing will let us converge to the maximum click to rate automatically without actually stopping the test.

Also, keep in mind that using the Basine method still does not bar you from digital agencies in Pune using a traditional AB test as well. The data is all there so there's nothing stopping you from plugging it into a regular AB test and getting the P-value and so on.