UNDERSTAND MACHINE LEARNING IN JUST 10 MINUTES


Machine learning is nowadays getting more popular and popular. it's a great deal, to be honest. There are limitless possibilities using Machine learning opening doors to new dimensions. Let's get started!!!
Basically, Machine learning is training the machine (here computer) to do so and so tasks.

RIGHT TIGHT HEAVENS


ML is all about collecting a hell lot of data about something and feeding it to the computer. Don't get confused with the word machine, it's simply the computer itself. I will explain things more elaborately by using examples.
Consider this situation,
I have the data of places( addresses) that a person visits more frequently.
My data contains places like A, B, C, D and E 
RIGHT TIGHT HEAVENS


Now by analyzing which place that person visits most often, I could easily conclude that place as his or her home.
Suppose out of the above 5 places, by counting in an Excel spreadsheet, 
One can get the count of how many times that person visits this place in a day.
Count result
A - 7times 
B- 3 times
C-2 times
D-1time
E-1time
So I can assume that A is that person's home.
And B might be that person's College or Office.
C might be his favorite coffee shop or a restaurant.
See I am drawing assumptions from just address data.
This is the same way Machine assumes data and provide results. This service of getting data is really important for Business Promotion. Because you know if that person visits the coffee shop regularly, he is a coffee lover, and showing him coffee-related ads and stuff like that will work! That's how even you get personalized feeds on the internet based on your browsing pattern, this is how Machine Learning works.


RIGHT TIGHT HEAVENS


It draws a conclusion from lots of data, but the accuracy is never 100%.
The Machine makes false assumptions too. In the above example itself, you can take place B as a college or an office, so you can't get exact results. 
Now let me explain to you with another example.

Google has created an app for you guys to understand how ML works, you guys can train this machine by providing  faces from the pictures and test the machine to find out if it could differentiate between faces and other pictures. Try it again until the machine shows an accuracy of 100%.

FREE ONLINE MACHINE LEARNING APP




This is a typical ML for facerecognition.
So now you know training the machine is really hard when it comes to something with a lot of data. Example identification of pictures of birds, for this you will have to train machine using hell lot of pictures about every bird species on the planet, only then will the machine identifies the correct bird images. Suppose you missed out on some birds like ostrich, then the machine won't identify ostrich as a bird, so know you know, the machine requires millions of data to improve accuracy.
Otherwise, it can give false assumptions.

You won't believe, nowadays, this ML software is used even for CV screening so that the machine screens only this Cvs with keywords mentioned in the job description, in this way even the best candidates who missed out on some keywords will not be screened in. So better be careful to read the job description and include the keywords in your CV, because your CV is being read by the computer lol.
 This is the essence of ML, basically collecting lots and lots of data and training the Machine like you train your young baby to differentiate among things and stuff.
Technically speaking, among the collected data, it's divided into 
1) Training data set
2) Test data set 
All the data collected in the training data set is tested or matched with the test data set to draw accurate assumptions. 
Here fairness is a big problem, sometimes results won't be fair like the CV example.
In some CV's interests include caring for the needy, family person, etc.
These CV's won't be screened in, which basically means this ML for CV screening is kind of biased. 
So how can this problem of fairness be solved??
The only thing that can be done to improve the situation is by using tons and tons of diverse data.
Still, in the 21st century, the machine's accuracy is not 100%.
But you can really expect things to get really better against all odds in the future.
RIGHT TIGHT HEAVENS

There are endless opportunities in different fields using ML, even for school admission or college admission,  ML can be used. The  applications will be screened through ML and only the screened candidates get an Interview Call for Admission.
So systematic and fair training of the Machine is really important, otherwise, it will give biased results.
All Marketing decisions are nowadays made using ML. For example, if you searched Amazon for an iPhone, then the machine will keep track of your search results and show you ads related to iPhones in Google or other browsers. Nowadays you will even get an ad about iPhones in Instagram and Facebook too, that's because they have linked it all using ML.
So ML has infinite opportunities as I have told before, it's like giving training to Machine to make the Machine think more advanced than the human brain.
In the army, this ML software can be used to train robots to kill like Jarvis. Yeah, the Iron Man Suit. Everything's possible by using fair and advanced training.
IRON MAN

If we humankind misuses this amazing technology, then we will bring a possible Human Robo War, yeah that's also very possible.
TERMINATOR

The movie iRobot and Terminator and other stuff is also possible.
If at all a machine is trained to kill and act without emotions, then it can turn against the entire human race.
MAN VS MACHINE

Whatever guys now I believe you get something about how ML works and what are the advantages and problems associated with ML.
Share your feelings in the comments below.

Cheers
Subscribe and follow me




 Check out the other posts in this blog

Comments

Post a Comment

Popular posts from this blog

ALL ABOUT APRIL 2ND,THE FUTURE PAST

Image
I have been stuck with the idea of writing about some super cool stuff that has happened past and something special in the present and I am really excited to write about the future too but unfortunately,  I am not too good with predictions. Only some cool and interesting stuff that might be really useful for you guys, because everything is already available on google but we have no time for garbage, trust me guys I’ll data-mine something really special that makes you guys happy and excited and probably make you guys laugh. Let’s get things started. April 2nd is really special for people who are born on this day, Happy Birthday to all who have a birthday today. April 2 is the 92nd day of the year (93rd in leap years) in the Gregorian calendar. And by simple math,273 days remain until the end of the year. For Indians this day is really unforgettable. Can you guess what, it was on this day that India won the ICC Cricket World Cup! I still remember the last ball six by th...
Read more

HYPERTHERMIA USING MAGNETIC NANOPARTICLES; THE NEXT BIG THING!

Image
1. INTRODUCTION  The microscale heat transfer finds a lot of interesting applications in the biomedical industry. There is hot research going on in this area, especially associated with drug delivery and cancer therapy. The microscale heat transfer phenomenon through the tissues is an area that needs to be exploited for developing a full-proof system to heat the tumors present in the tissues and provide a feasible solution to cancer therapy. Hyperthermia therapy (or hyperthermia, or thermotherapy) is a type of medical treatment in which body tissue is exposed to temperatures in the region of 40-45°C. Hyperthermia is usually applied as an adjuvant to Radiotherapy or Chemotherapy, to which it works as a sensitizer, in an effort to treat cancer. Hyperthermia uses higher temperatures than diathermy and lower temperatures than ablation. When combined with radiation therapy, it can be called thermoradiotherapy. There are three important types of hyperthermia; they are as follows: • Local...
Read more

BROCK LESNER SHOWS SIGN OF FEAR FOR THE CLAYMORE

Image
WWE superstar and the Former UFC World champion Brock Lesner is all set to bring the Scottish Psychopath Drew Mcintyre to Suplex city, meanwhile Drew wasted no time in bragging down the beast with some stunning claymores after winning the 2020 Royal Rumble. The WWE fans are really excited and buzzing around to see this dream match at Wrestlemania 36; the greatest annual pay-per-view on Earth.  It will take place on April 5, 2020, at the Raymond James Stadium in Tampa, Florida.   Brock Lesnar has already proved a lot of times that he is ''one hell of a genetic freak beast" ; the 42-year-old is always ready to take down anyone in his way and take them to suplex city for a roller coaster Supplex; his opponent, the 34-year-old Drew Mcintyre, on the other hand, is finally the chosen one and his claymore kick is really one of the coolest kicks in the WWE roaster so far. One claymore kick has knocked out cold so many superstars; this dream fight is really going to be...
Read more

THE APPEX PREDATOR VS THE RATED R SUPERSTAR

Image
The Rated R Superstar Edge is all set for a tough clash with The Viper Randy Orton.    In 2006, Orton joined forces with Edge in a tag team known as Rated-RKO. Together, they held the World Tag Team Championship. After Rated-RKO disbanded in mid-2007, Orton gained two WWE Championship reigns in one night, becoming the second-youngest two-time WWE Champion at the age of 27. Orton has held the WWE Championship nine times and WWE's World Heavyweight Championship four times. He was the final holder of the World Heavyweight Championship whereas the Edge has won the World Heavyweight Championship a record seven times, the WWE Championship four times, the Intercontinental Championship five times, the United States Championship once, the WWF/World Tag Team Championship a record twelve times, and the WWE Tag Team Championship twice. We can expect a little longer match as it’s a Last Man Standing match. May be one to...
Read more

THE LEGEND GOLDBERG

Image
Goldberg is one of the greatest of all times, a legendary wrestler to talk about. His matches are a thing of absolute charisma and a thing of beauty to watch and cherish.                                                                                                The loud roar of “Goldberg……..Goldberg” will be reverberating all around the stadium during his match. William Scott Goldberg (born December 27, 1966) is an American professional wrestler, actor, and former football player. He is currently signed to WWE, where he performs on the SmackDown brand under the ring name Goldberg and is the current WWE Universal Champion in his second reign.  He was ranked No. 2 of the top 500 singles wrestlers in the PWI 500 in 1998...
Read more

SUNNY LEONE

Image
Sunny Leone is a well-known personality all across the world. Who doesn’t know her! I got a lot of requests from my subscribers to write about the all-time favorite Sunny. Apart from her career in modeling and pornography, she has become an icon in Bollywood movies. Her amazing style and gorgeous looks made her the best and most loved Female Icon in India. She is ranked first for the most number of Google web searches, obviously, with her amazing looks, there is no doubt about that. Let’s look at her bio. Guys check her out on Instagram.   Sunny Leone is a former pornographic actress currently active in the Indian film industry as an actress and model. She has American and Canadian citizenship. She has also used the stage name, Karen Malhotra. She was named Penthouse Pet of the Year in 2003, was a contract performer for Vivid Entertainment, and was named by Maxim as one of the 12 top porn stars in 2010. She has played roles in independent mainstream events,...
Read more

GOOGLE CERTIFICATION COURSES COMPLETELY FREE : ENROLL NOW

Image
Google is providing some of the best online courses on its program called Digital Garage. Make use of this lockdown period and make your time really productive. This course can really give you a cutting edge over your peers. This certificate can be added to your LinkedIn Profile and enhance your CV too. Let's get straight to this course.  Google platform is completely safe to enter your Gmail account details and if at all do pay for any of the paid courses. And there are no minimum qualification criteria for joining these courses, even if you are a school kid, you can join these courses, if you want to prowess your skills and passion Start learning a new skill today Online courses, designed for you to grow your career or business. Select individual modules, or dive right in and take an entire course end-to-end. SIGN UP Gain today's most in-demand skills Gain the skills you need, whether you're growing your business, starting a career, or just want to try...
Read more

FIVE TOP PAID ATHLETES IN THE WORLD

Image
I know you are an Athlete in one or the other sport. It doesn’t matter what sport it is, we are all one big family of Athletes in this Universe. My favorite games are Table Tennis, Football, Cricket, Badminton Shuttle, Basket Ball, etc. Comment down your sport of interest. I can promise you that if you are too good at one sport you won't even need a girlfriend lol, coz its really pure love and passion for the sport. I want to be a professional Table Tennis player one day, it’s kind of a passion. I don’t wanna make it long, guys lets get started. Athletes are paid astronomical amounts of money to play their respective sports. The minimum salary in any of the four major pro sports in North America is in the hundreds of thousands of dollars and the largest contracts are in the hundreds of millions. But who gets paid the most? Out of all the highly paid superstars who make the most money? The answer according to  Forbes  might surprise you, it certainly surprised me. ...
Read more

Fossil tracks left by an ancient crocodile that 'ran like an ostrich'

Image
Scientists have been stunned to find that some ancient crocodiles might have moved around on two feet. The evidence comes from beautifully preserved fossil tracks in South Korea. I thought this was something like an old dinosaur, looks similar to the raptor, but it's a variant of the old crocodile. I am really confused since how can a crocodile be like this.   So I thought it's worth sharing!!! Nearly a hundred of these 18-24cm-long indentations were left in what were likely the muddy sediments that surrounded a lake in the Early Cretaceous, 110-120 million years ago. The international team behind the discovery says it will probably challenge our perception of crocodiles. "People tend to think of crocodiles as animals that don't do very much; that they just laze around all day on the banks of the Nile or next to rivers in Costa Rica. Nobody automatically thinks I wonder what this [creature] would be like if it was bipedal and could run like an ostrich or a  T. rex ,...
Read more

My All time Five most gorgeous WWE Diva Superstars

Image
I have been watching WWE since my childhood. I would say from the age of 10 or 11. The evolution of various superstars has taken place in the last 20 years. I would like to pick up my favorite five. I know its really hard if you are a fan because screening five out of the existing roster of divas is really hard. Everyone is good looking and unique in their style and athleticism, that’s why I have changed the topic to my all-time favorite five, so there’s no big question of how and why. So let's begin the talk. At number 1, I would say the one and only ALEXIA BLISS. Alexis Kaufman is her real name. she was born on August 9, 1991, in Columbus, Ohio. You got a have to be kidding me as she has been involved in sports since the age of five, can you believe it. She took part in track, kickboxing, softball, and gymnastics at a very early age. And obviously, with her stunning and awesome looks, she was also a cheerleader in her high school. She used to spent all her time ...
Read more