Can I Learn a.I. Or Machine Learning Without Programming?

Software engineering can be a very alienating experience. I can speak from my own encounters as a student of Apple software that the code can be puzzling at times. It is not the code itself that frustrates me, but connecting all the subroutines together into a functional system can be moonshot for the uninitiated.

Similarly, coding an Artificial Intelligence application can be daunting task in scripting, but it doesnt have to be that way. I cannot deny that many experts today are skilled in Python, C, Mathematics, and Statistics. This level of talent is completely necessary if your intention is to build applications from scratch.

For example, you want to build your own guidance system for an automated vehicle.Ask yourself how ambitious your sights are?Leaving Artificial Intelligence to the experts is a disservice in innovation.

It is actually much more complicated and elegant than that. Artificial Intelligence is in reality a composite of three disciplines.Computer Coding: The algorithm is the conceptual foundation of any bot.

It can be scripted from Python, C, Java or whatever one is most convenient. It is the logical mathematical function that you want to teach.Mathematics: Your algorithm will have to be logically consistent to work.

You should have the mathematical background to calculate the possible states that your algorithm can take. For example, in Apple Swift you commonly encounter functions that can be true, false, or nil. The latter is an abbreviation for undefined, but that is still a valid and required state.

If the function is at anytime not true, false, or nil; the program will crash. Learning: Machine Learning is the end all be all of Artificial Intelligence. It is also the last step and the longest step.

This is again complicated, but there is supervised and unsupervised learning. The objective of education is to input massive amounts of data into the algorithm. This could be numbers, characters, sound, or any array of data.

The algorithm is designed to adapt to the stream of data. The job could be as simple as fitting a graph to the data stream. Mathematical knowledge is helpful.

You should start small and divide and conquer. This takes me back to the Apple Development Kit. Developing the Mac system from scratch was a challenging process for the engineers.

The framework had to be logically consistent from the instruction level all the way down to the machine level. There was also the need for a reasonably easy interface for assigning tasks to objects. It turns out that there is now a development kit for Artificial Intelligence.

Workfusion has constructed the RPA Express tool for Windows. It works by automating the algorithm and the math analysis. It is up to you to supervise machine learning for your application.

This job could be as simple as reading and inputting data off of forms, and the tool is already being used for that purpose in finance. It is your job to repeat the operation consistently thousands of times until the software has a good model. You can also curate and edit the data until it is adequate to generate an algorithm.

The last step is publishing the algorithm to the cloud for complete automation of the task

· Related Questions

Why do we Indians usually say hi or hello even if we have our root word Namaskar which shows a great respect for someone?

i think, being someone who has read globalisation academically, the answer is obvious that it is the globalisation and a phenonmenon in political science called colonial consciousness.i am presuming you know about globalisation.

so lets move to the other term, india still being considered as a developing and not developed country, like other developing countries was once colonised by the now developed countries. england colonised us and they forcibly and cunningly impressed upon us that their culture lifestyle clothing etc. is superior to ours.

they did it so that we can stop taking pride in our selves and quickly follow their footsteps. this helped them a lot in ruling us for 200 years also. we, the indians, somehow also fell prey to this cunning tactic of them (if you want to know more about it, search about lord mc cauley report).

the question is why we fell prey is answered by the term colonial consciousness. the colonises or the slave always sees their coloniser or master as an ideal where that slave or colonised has to reach to lead a respectable and good life. this thinking is automatically developed in even, say, our domestic maid or servants.

they also tend to follow our lifestyles as they think it is cool or desirable in society.same is colonial consciousness, we, the colonised, startes seeing britishers, our colonisers, as the people. living ideal lives because of the desirable culture they are born into.

so, subconsciously we started imitating them and adopting their patterns of living. unfortunately, even in this presnt world, where colonisation and slavery is officially banned and condemned world wide, the western countries like england and america are still dominating us, the previously colonised countries which are not yet developed. how are they dominating us even now ?

even though officially we all are equal and united nations have been created, there has been an agreement called waahington consensus. you can read about it in the net. in this consensus or agreemwnt the western powers gathered and pledged to spread the influence of their cultures, their economic structure and their lifestyles world wide in the name of globalisation.

what i mean to say here is that globalisation is not equally happening to every country but there are some powerful countries who are selling their culture beyond their borders to countries which are comparatively wekaer like india in the name if globalisation. and we indians also through our colonial consciousness buy their ideas of life styles and quickly start imitating them by discarding ours. this influencing is hapoening through the media, foreign movies, foreign music, foreign multi national company chains spreading in india in sectors like hotels, restaurants, pubs, bars, clothing shops and what not.

in all these avenues they spread their culture and deliver us this message that this is cool and not your lifestyle is cool or desirable. thw world wants this globalised dood or clothing etc and not your indian local substitutes. and we also buy that quickly in the name of a neutral globalisation because we alao think they are cooler and better than us.

that is why we have quit saying namaskar and started adopting hi and hello. but i would suggest you can start saying namaskar and spread the word. that would be a great start and congrats for thinking in the right direction.

take care !

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What are some crazy software startup ideas?

Facebook u2013 the world needs yet another Myspace or Friendster, except several years late.

Weu2019ll only open it up to a few thousand overworked, anti-social, Ivy Leaguers. Everyone else will then join since Harvard students are so cool. Dropbox u2013 we are going to build a file sharing and syncing solution when the market has a dozen of them that no one uses, supported by big companies like Microsoft.

It will only do one thing well, and youu2019ll have to move all of your content to use it.Amazon - weu2019ll sell books online, even though users are still scared to use credit cards on the web. Their shipping costs will eat up any money they save.

Theyu2019ll do it for the convenience, even though they have to wait a week for the book.Virgin Atlantic u2013 airlines are cool. Letu2019s start one.

How hard could it be? Weu2019ll differentiate with a funny safety video and by not being a**holes. Mint - give us all of your bank, brokerage, and credit card information.

Weu2019ll give it back to you with nice fonts. To make you feel richer, weu2019ll make them green. Palantir u2013 weu2019ll build arcane analytics software, put the company in California, hire a bunch of new college grad engineers, many of them immigrants, hire no sales reps, and close giant deals with D.

C.-based defense and intelligence agencies!Craigslist u2013 it will be ugly.

It will be free. Except for the hookers.iOS u2013 a brand new operating system that doesnu2019t run a single one of the millions of applications that have been developed for Mac OS, Windows, or Linux.

Only Apple can build apps for it. It wonu2019t have cut and paste. Google u2013 we are building the worldu2019s 20th search engine at a time when most of the others have been abandoned as being commoditized money losers.

Weu2019ll strip out all of the ad-supported news and portal features so you wonu2019t be distracted from using the free search stuff.Github u2013 software engineers will pay monthly fees for the rest of their lives in order to create free software out of other free software!PayPal u2013 people will use their insecure AOL and Yahoo email addresses to pay each other real money, backed by a non-bank with a cute name run by 20-somethings.

Paperless Post u2013 we are like Evite, except you pay us. All of your friends will know that you are an idiot.Instagram u2013 filters!

Thatu2019s right, we got filters!LinkedIn u2013 how about a professional social network, aimed at busy 30- and 40-somethings. They will use it once every 5 years when they go job searching.

Tesla u2013 instead of just building batteries and selling them to Detroit, we are going to build our own cars from scratch plus own the distribution network. During a recession and a cleantech backlash. SpaceX u2013 if NASA can do it, so can we!

It ainu2019t rocket science.Firefox u2013 we are going to build a better web browser, even though 90% of the worldu2019s computers already have a free one built in. One guy will do most of the work.

Twitter u2013 it is like email, SMS, or RSS. Except it does a lot less. It will be used mostly by geeks at first, followed by Britney Spears and Charlie Sheen