Home Today's Paper Most Popular Video Gallery Photo Gallery
Subscription Blog Signin Register
Logo
Wednesday, September 20, 2017 06:24:09 AM
Follow Us On: Facebook Twitter Twitter Twitter Twitter

Machine learning

photo by

By
25th-Jun-2017       
Comments
Share your thought
Post a comment »
Read all () »

Joanna Hughes :
Machine learning is widely considered to be one of today's hottest fields. But many of today's students are unaware of what machine learning is and why it matters so much. Wondering whether you've got a future in machine learning? Here's a closer look at this increasingly important area, along with why it matters so much.
What is Machine Learning?
SAS defines machine learning as "a method of data analysis that automates analytical model building. Using algorithms that iteratively learn from data, machine learning allows computers to find hidden insights without being explicitly programmed where to look."
Princeton University lecturer Rob Schapire puts it in simpler terms: "Machine learning studies computer algorithms for learning to do stuff. We might, for instance, be interested in learning to complete a task, or to make accurate predictions, or to behave intelligently. The learning that is being done is always based on some sort of observations or data, such as examples, direct experience, or instruction. So in general, machine learning is about learning to do better in the future based on what was experienced in the past."
Why machine learning matters
With the power of machine learning, says SAS, "it's possible to quickly and automatically produce models that can analyze bigger, more complex data and deliver faster, more accurate results - even on a very large scale. And by building precise models, an organization has a better chance of identifying profitable opportunities - or avoiding unknown risks." This leads to improved decision-making capabilities independent of human intervention with applications in a broad range of industries, including financial services, government, healthcare, marketing and sales, oil and gas, and transportation.
Machine learning is so promising, in fact, that Business Insider recently declared it to be "a revolution as big as the internet or personal computers." With a track record of world-changing developments including everything from Amazon product recommendations to Google's self-driving car, machine learning has already changed the world and how we live in it.
But that's all just the beginning, according to experts like computer scientist and author of "The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake our World" Pedro Domingos, who told BI, "There were two stages to the information age. One stage is where we had to program computers, and the second stage, which is now beginning, is where computers can program themselves by looking at data."
Meanwhile, Google's executive chairman Eric Schmidt forecasts that machine learning "will be the basis and fundamentals of every successful huge IPO win in five years."
Machine learning is also lauded for its potential to improve customer care by automating certain tasks. Machines don't always outperform humans-especially in matters of high-touch decision making-but in improving both efficiency and efficacy where technology prevails, machine learning can free people up to focus on what they do best.
And while we often think of machine learning as future terrain, it's also happening all around us, including in the higher education space as a means of improving teaching and learning.  Moving forward, it will support unprecedented personalized learning for use by everyone from students to advisors. In other words, with a background in machine learning, you can not only change the world, you can also apply what you know much closer to home.
Is machine learning for you?
Of course, machine learning studies aren't for everyone. But if you possess an interest in and aptitude for computer science fundamentals and programming; probability and statistics; data modeling and evaluation;  and software engineering and system design, you may be suited for an in-demand career in this red-hot field.
The reality is, however, that if you want to "future-proof" your career, these subjects may be the key.
Concludes The Atlantic on career planning for today's college students, "Students who are embarking upon their college studies should embrace one of two possible career strategies. The first is to look for jobs that are likely to favor human capabilities over artificial intelligence-jobs that depend less on having great swathes of technical knowledge than on having creativity and strong interpersonal skills, such as the ability to empathize.
The second career strategy is to aim to be directly involved in the development and delivery of these increasingly capable systems, for example as a systems engineer, a data scientist, an AI specialist, or a knowledge engineer. In short, students can plan to compete with machines or to build the machines."
(Joanna worked in higher education administration for many years at a leading research institution before becoming a full-time freelance writer. She lives in the beautiful White Mountains region of New Hampshire with her family).

Tariff
Add Rate

News Archive

Inside The New Nation

Editorial »

Our inactive diplomacy is deplorable : We shall need armed support


IT'S almost a month since Myanmar has started to push Rohingya Muslims illegally into Bangladesh; creating a burden for an economically weaker country like ours. Our government waiting eagerly for the international power houses to act quickly and solve the problem for us. But all our so-called proven friends like ...

Entertainment »

Antora Azim`s web series Basic Ali


Sheikh Arif Bulbon :Few years ago, Antora Azim started her acting career through Adnan Al Rajib’s a play titled Middle Class Sentiment. Under his direction Antora also performed as a model in a TV commercial of Banglalink. Later she took break from media for her study. She again started shooting ...

Entertainment »

Bhoomi item song by Sunny Leone faces Censor scissors - fans to face disappointment


The Censor Board always has a last laugh because of the immense powers vested with it. And with power comes responsibility. The Central Board of Film Certification is a statutory censorship and classification body under the Ministry of Information and Broadcasting, Government of India. Bhoomi has been at the receiving ...

City »

BNP Standing Committee Member Amir Khasru Mahmud Chowdhury, among others, at a discussion on `Bangladesh`s Position in Rohingya Crises` organised by Bangladesh Youth Forum at the Jatiya Press Club on Tuesday.


International »

Trump expresses his hopes for peaceful settlement to ME crisis


AFP, United Nations :US President Donald Trump again expressed his hopes for a peaceful settlement to the Middle East crisis Monday as he met Israel's Prime Minister Benjamin Netanyahu.Netanyahu was the first leader to have a one-on-one with Trump at the US president's first United Nations General Assembly, an annual ...

International »

Hong Kong leader demands end of independence talk


Reuters, Hong Kong  :Hong Kong's leader urged an immediate end to independence debates in the Chinese-ruled global financial hub on Tuesday, warning that the issue was harming the city's relationship with Beijing's Communist Party leaders.Insisting that the government did not want to intervene on university campuses, Chief Executive Carrie Lam ...

Sports »

Canada`s Brayden Schnur (right) and India`s Yuki Bhambri shake hands after the match during Davis Cup singles tennis tournament action in Edmonton, Alberta on Sunday.


Editorial »

Rice crisis must be resolved — police action not enough


THE government on day before yesterday directed the law enforcement agencies and Deputy Commissioners (DC) to arrest illegal rice hoarders in the country. The directive comes in the wake of introducing open market sales (OMS) of coarse rice at Tk. 30 per kg, double the previous year's price, across the ...

City »

Hefazat-e-Islam Bangladesh brought out a procession in the city protesting persecution of Rohingya Muslims in Myanmar was intercepted by police at Shantinagar intersection on Monday.


Entertainment »

Waluscha De Sousa sets the ramp on fire in an Anj Kreations lehenga


A fashion favourite & Bollywood actress Waluscha De Sousa who made her debut in Shah Rukh Khan starrer Fan was seen walking the ramp at a preview show for an upcoming exhibition named Joya. This exhibition organised by the Moranis of Cineyug held a preview of top 8 designers participating ...

International »

US may stay in Paris climate accord : Tillerson


Reuters, Washington :The United States could remain in the Paris climate accord under the right conditions, Secretary of State Rex Tillerson said on Sunday, signaling a shift in tone from the Trump administration, which angered allies with its decision to pull out of the agreement.President Donald Trump is willing to ...

Editorial »

N. Korea`s mad rush for nuclear status


NORTH Korea said it was seeking military "equilibrium" with the United States as leader Kim Jong-Un vowed to complete Pyongyang's nuclear programme. North Korea successfully fired a Hwasong-12 intermediate-range ballistic missile over Japan on Friday, responding to a new round of UN sanctions over its sixth nuclear test with its ...

Sports »

Saida Akter Mou (right) of Bangladesh Ansar & VDP and Rifad Ahmed Sabbir of BKSP pose with their trophies of the girls' singles and boys' singles of the South Bangla Agriculture & Commerce Bank 4th National Junior Table Tennis Championship at the Shaheed Tajuddin Wooden Floor Gymnasium on Sunday.


Entertainment »

Kriti Sanon marks Nat`l Engineers Day


It is a known fact that Kriti Sanon who is today known to be one of the top young actresses in the industry has a background of being an Engineer. The Bareilly Ki Barfi actress came to Mumbai a few years back from Delhi where she was studying engineering with a ...

City »

Jatiyatabadi Projanma `71, organized a discussion titled `Election-time Government: Role of Election Commission and future of democracy at the Jatiya Press Club on Sunday. Among others, BNP Senior Joint Secretary General Ruhul Kabir Rizvi took part in the discussion.


 
Items that you save may be read at any time on your computer, iPad, iPhone or Android devices.
 
Are you new to our website? Do you have already an account at our website?
Create An Account Log in here
Email this news to a friend or like someone
Email:
Write a comment to this news