How can one guarantee for basic expenses such as gas price, food, house, electricity, heating, tuition fees, health care, to remain constant for one generation because that's what matter the most. It takes years to build and raise a families. And if costs behind will remain certain then every one can happily build a family and a nation and the countries economy can boom.

India is a country with most of its area falling in good and pleasant weather conditions (all season). In a hugely populated place, managing crowd in indoors can be difficult. To many it may create the feeling of stress and anxiety. In general, we don't need fixed indoor infra instead we feel comfortable open and convertible infra. For e.g. most people in India enjoy festivals/fair seasons which are performed outdoor and are always in portable and convertible format based infra. So why to waste money on costly infra and raise the costs.. better to stay with low costs sold in classical infra.

I really liked the way you described the theory, the working principal, and the components of the LSTM-RNN cell. However, I was not able to understand the Python/TensorFlow implementation part. For example in the " build_model"  function (that you wrote),  is it just by adding the parameter "return_sequences = True" in the first layer - takes care of everything? How come in theory you mentioned of using various other activation functions such as sigmoid, tanh and a bunch of and/or gates (for doing multiplication and addition). But none of them were specified while building the model or neither while optimizing the model🤔

I follow your videos sir. I can feel the logic. Those who are self made by struggling hard through their life can all feel the logic. Jya lokanna kadhi paise kamvayla jast kashta nahi padle ani mag kharcha karayla kadhi mage pudhe baghayla garaz nahi padli tyanna tumchey logics kadich nahi samajnaar. Hypothetically if exclude the GDP of Mumbai, Thane, Navi Mumbai, Raigad, Pune and Nagpur from the total GDP of Maharashtra then one can realize that the remaining districts are so  backwards. Seriously I am not sure where is Mr. Vikas? India is in transition from socialist based democracy to capitalist based democracy. Both have advantages and disadvantages. It will have to settle down somewhere in between. But for that all of the people who are facing social challenges should come ahead and discuss them with the govt and their administrative. At present, only the people facing capital problems are already ahead and are getting more benefits. This is because more and more people are treating the value of money more than the value of the society in which they are living. I like the way you are bringing up step by step this through your videos.

More and more people have to realize that social problems pahile solve keley tar common men and women madhey money problems tevdhe challenging tharnaar nahit. Pan hey kunachya lakshatch yet nahi. Tey experience ghetlyawar and tyasathi time ghalawlyawararch kalta. Biased mentality in favor of people from our own cult, caste, creed, religion or status vs biased mentality against the people from some other caste, cult, creed, religion, or status is the biggest social problem that every common middle class individual is facing at present, where every individual deserves unbiased, fair and equal service, treatment and benefits. But no one has time to discuss or fight for this cause. We are all stuck in the wheel of responsibilities (earning and spending) to run our sansar (family).

Our Mother India is a great developing Nation and has very large population.  No matter who comes into power to form the govt. At the end, they all care for, is the development of our Nation (Economical and Social).

Food is not a business commodity. It is our necessity and is our right for survival (like water and air). People other than farmers are enjoying their meals, only because the farmer families guarantee it for us with their self pride on doing their job irrespective to calculating their profits or losses. Imagine ourselves without having ours meals. Let us just assume that we have to skip one meal per day. How will it be our situation? Lets not give any chance to the farmers to give up on their pride. Otherwise they will stop farming and the world may die out of hunger. Even big farming corporates cannot  produce well without farmers.