Thursday, 22 March 2018

Google wants to nurture AI and ML ecosystem in India

Google wants to nurture AI and ML ecosystem in India

Google has organised a workshop at their campus in Bangalore, to bring together a cross-section of the AI and ML community in India.

Artificial intelligence has the potential to improve people’s lives in profound ways — from helping diagnose diseases and breaking down language barriers to making businesses more efficient. Google believes that AI will help tackle huge challenges like healthcare, environmental protection and other social and developmental problems, while also spurring innovation for businesses and developers.
The opportunity is huge and not constrained by location – a company in Bangalore or Gurgaon could serve the whole world. In fact, a recent report by Accenture concluded that India, by embracing AI technologies could add nearly $1 trillion to its GDP by 2035.
India already has some of the key ingredients to becoming a major force in leading the next generation of disruptive innovation in machine learning (ML): a tech-savvy talent pool, renowned universities, healthy levels of entrepreneurship and strong corporations. This does, however, require for the whole ecosystem, be it government, industry professionals, academia or the developer community to come together and identify areas and opportunities; participate and contribute to high-quality research and innovation, and turn these systems into effective business models.
Google wants to actively work with the community to foster and nurture the ecosystem. As a first step towards that, the company organised a workshop at their campus in Bangalore, to bring together a cross-section of the AI and ML community in India.
Jeff Dean, Senior Fellow, Google and Prabhakar Raghavan, VP, Apps Google Cloud kicked off the workshop by sharing Google’s vision for AI and the work we are doing to help businesses and developers innovate with AI. Faculty and researchers from the IITs and other leading universities, and industry practitioners from both startups and bigger companies including Amazon, Flipkart, LinkedIn, Myntra, Microsoft and Ola participated and spoke on the ongoing research and work being undertaken in India in many areas of AI/ML such as Deep Learning, Computer Vision, Natural Language Processing, ML Systems, and Generative Models.
Bringing together people from different parts of the community in a workshop is one step the Google’s seems to be taking to inspire people in India to innovate with AI. It also provides researchers, companies and developers with tools to solve complex problems with machine learning, including the open-source machine learning framework TensorFlow, custom-built machine learning chips TPUs, and Cloud AI – a suite of products to help businesses build their own machine learning powered services from pre-trained APIs to Cloud AutoML and the Cloud Machine Learning Engine.
Recently Google has made a set of educational resources about machine learning and AI available, including a free online machine learning crash course that anyone can use to learn and practice machine learning concepts.
Every year, Google tends to give large grants to over 250 academic research projects worldwide, supports PhD students, and hosts thousands of interns. At the event in Bangalore, the company announced an additional focused award round to support five faculty members in India on their AI research proposal. This is over and above the grants, they have already made since 2012 to faculty and PhD students in India to support academic research and they are given as unrestricted grants with no return obligation (IP etc) to Google.
Likewise, for entrepreneurs, Google is working on an accelerator program, based in India, focused primarily on AI/ML technologies.  The global accelerator program has already supported over 30 Indian startups of which six are focused on applied AI/ML innovation.

Needed: Growth strategy for tech talent

Needed: Growth strategy for tech talent

THIRUVANANTHAPURAM: In the last decade of the 20th century when the IT industry took its baby steps in the state, the demand naturally was for encouraging service companies. The business outsourcing model led to hundreds of such companies flourishing in Technopark and Infopark. The strategy was not wrong and IT exports has grown over the years, reaching Rs 12,000 crore in the last fiscal.
Till now, Information Technology growth was measured based on export revenue and the number of jobs generated. Industry experts feel that product companies, which can meet future demands and compete globally, are what the state needs now. The employment generation will be less, but they are profitable in long run.

As of now, several product companies have started operations in the state. Apart from startups, there are at least a dozen companies funded by venture capitalists. Carestack/ Good Methods Global, based in Technopark, is now funded by Accel Partners, an early investor in Facebook and Flipkart. Carestack, a practice management software built for dental practices and chains in the US, employs 120 product engineers and analysts.


Many successful product companies are finding opportunity, capital and favourable policy in the state. However, what they find lacking is product engineering talent. “Unlike service companies, product companies can’t do mass hiring. If we hire five persons, all of them must have the talents required for product companies such as identifying problems and finding solutions. Our engineering colleges do not impart such skills. Also, engineering students prefer to join service companies. That mindset must change. We are already seeing signs of that change and are hopeful,” said Robin Alex Panicker, co-founder and chief product officer, Finotes Inc.J Letha, who holds the charge of vice-chancellor at Kerala Technological University, said there is a dearth of talent required for product companies. “We are introducing programmes to bring in industries to institutions. Under such programmes, students can join for summer internships in companies. Also, companies can offer specific courses for students and identify talents. The KTU is also launching ‘minor’ courses, which will enable students to take up industry-linked courses in addition to their ‘major’ subjects,” Letha said. Saji Gopinath, CEO of Kerala State Startup Mission, said that the mission is focusing more on product companies. “In fact, more than a mere product or service, convergence of both product and service will be more sustainable,” he said.



The KSSM, he said, is providing a grant in the range of Rs 2 lakh to Rs 12 lakh for startups with product ideas. “While service companies get immediate returns, product companies have to wait till the product get a market. In addition to finding venture capital, the KSSM and government is mulling the idea of ‘venture debt’, where government provides loans to companies which invest in product companies. We are in discussion with Kerala Financial Corporation regarding this. Another project involves providing loans for working capital of product companies,” he said.



Hrishikesh Nair, CEO of IT parks, said specialised zones for different technologies will help create an environment friendly for product companies even while supporting the service companies. “The government of Kerala wants the state to play a prominent role in future technologies and has set up centres of excellence for emerging technologies such as artificial intelligence, IoT, blockchain, and mobility. We recently set up the centre of excellence for mobility at Cyberpark in association with IAMAI. Through these centres we intend to support startups on their work on product development and new services in focus areas,” said Nair.

Facebook Cambridge data leaks: Top 10 developments to keep in mind

Facebook Cambridge data leaks: Top 10 developments to keep in mind

Facebook's Cambridge Analytica data leaks have seen the social network face criticism across the world. Here's a look at top 10 developments in the Facebook-Cambridge Analytica data leaks.

Facebook is facing scathing criticism following an exposé that data analytics firm Cambridge Analytica mined a whopping 50 million profiles from the social networking site to plan campaigns for 2016 US elections and Brexit referendum. The data leaks scandal has forced Facebook CEO Mark Zuckerberg to concede that the right steps were not taken and that they needed to ensure this does not recur.
The scandal’s ripple effect is also showing up in India, where mainstream political parties, the BJP and the Congress, are trading charges with each other for using the services of Cambridge Analytica to influence elections. At the same time, the Indian government has warned Facebook against any attempts to interfere in the country’s electoral process. Here’s a look at top 10 developments in the Facebook-Cambridge Analytica data leaks.

Mark Zuckerberg’s apology on the Facebook Cambridge Analytica leaks

Facebook CEO Mark Zuckerberg wrote a long post on his personal page saying, “We have a responsibility to protect your data, and if we can’t then we don’t deserve to serve you. I’ve been working to understand exactly what happened and how to make sure this doesn’t happen again. The good news is that the most important actions to prevent this from happening again today we have already taken years ago.” The Facebook CEO admitted the company had made mistakes and needs to do more.
Zuckerberg wrote the whole incident “was also a breach of trust between Facebook and the people who share their data with us and expect us to protect it. We need to fix that.” Facebook CEO Mark Zuckerberg also told CNN that he was ready to testify before the US Congress if needed.
What will Facebook do next for data protection
Facebook CEO Mark Zuckerberg says they will investigate all apps that had access to large amounts of information, before the company changed its policies in 2014. Facebook will conduct a full audit of any app with suspicious activity and if something is found amiss, the concerned developers will be banned from the network.Facebook will also look if other developers have misused personally identifiable information, and if true the social network will ban them and tell everyone affected by those apps. Facebook will also remove a developers’ access to user data if someone has not used their app in last three months.

Indian government’s response to the Facebook data leaks

Ravi Shankar Prasad, Minister of Information and Technology said that any attempts by Facebook to influence India’s electoral process through undesirable means will not be tolerated. “If need be, strong action will be taken. Let me make it very, very clear, we fully support freedom of press, speech and expression; we fully support free exchange of ideas on social media. But any attempt, covert or overt, by social media, including Facebook, of trying to influence India’s electoral process through undesirable means will neither be appreciated nor be tolerated,” Prasad said.The minister added that the government could also summon Mark Zuckerberg if needed. “Mr Mark Zuckerberg, you better note the observation of the IT Minister of India. We welcome Facebook in India, but if any data theft of Indians is done through the collusion of Facebook’s system, it shall not be tolerated. We have got stringent powers in the IT Act, we shall use it, including summoning you to India,” said the minister.

Cambridge Analytica and India connection

In India, BJP and Congress are busy trading charges that both have a connection with the data firm Cambridge Analytica and its parent group Strategic Communications Laboratories (SCL). “Why is the Congress in love with such firms? My question to the party is whether to win elections, Congress will depend on data manipulation and theft of data? What is the role of Cambridge Analytica in the social media profile of Rahul Gandhi,” asked Ravi Shankar Prasad.
He added whether Congress would “depend on data manipulation and its theft to win elections.” He alleged that the controversial firm was in talks with the Congress party for the 2019 Lok Sabha elections.
Meanwhile, Congress denied the charges that it was in contact with Cambridge Analytica. “Indian National Congress or the Congress President has never used or never hired the services of a company called Cambridge Analytica. It is a fake agenda and white lie being dished out by Union Law Minister Ravi Shankar Prasad,” said Surjewala. “BJP’s factory of fake news has produced one more fake product today. It appears fake statements, fake press conferences & fake agendas have become everyday character of BJP,” he added.
Cambridge Analytica’s website mention a 2010 case study for elections in Bihar where its client JD-U won 90 per cent of seats targeted by the firm. While Cambridge Analytica was officially formed in 2013, its parent company SCL had worked in India in partnership with a company named Ovleno Business Intelligence (OBI). The clients of OBI are BJP, Congress and Janata Dal (United), according to the website.

How did Cambridge Analytica get access to the data

Cambridge Analytica relied on a personality quiz on Facebook, which was created by a Cambridge University researcher named Alexander Kogan. The quiz called “this is your digital life” was taken by nearly 300,000 people, according to Facebook. Since the app illegally accessed data of the users’ friends, they managed to get access to nearly 50 million profiles. This was against Facebook guidelines. Kogan broke Facebook rules by sharing the data with a third-party, which was Cambridge Analytica in this case.

When was this Facebook data leak first discovered?

The fact that Facebook’s guidelines were being flouted by third-parties to create psychological profiles of users was first revealed in December 2015. The Guardian had reported in 2015 that the firm was using data of Facebook users to help the US presidential campaign of Ted Cruz’s, who was in the Republican candidate race at that point. The report had mentioned Cambridge Analytica and raised questions on the ethics of how they were collecting this data.
Here’s what recent reports on Facebook data leaks revealed
Both the Observer and New York Times put out detailed reports this month showing how the firm likely helped Donald Trump win the US Presidential elections and the Pro-Brexit side in the UK. Christopher Wylie, a whistleblower who worked with the Cambridge University academic has revealed key details on this whole system worked. He also told the Observer, that the firm successfully  “exploited Facebook to harvest millions of people’s profiles. And built models to exploit what we knew about them.”
The firm likely played a role in influencing elections in other parts of the world as well like Kenya, Indonesia, Thailand, etc. It has also been revealed that using the sophisticated data tools, the firm targeted swing voters with just the right messages.

UK Parliamentary Committee wants Facebook CEO Mark Zuckerberg to testify 

Facebook CEO Mark Zuckerberg is being asked to testify by the chairman of the UK parliamentary media committee, Damian Collins. He said the committee has repeatedly asked Facebook how it uses data and that company officials have been misleading to the committee, according to a report by the Associated Press. 
“It is now time to hear from a senior Facebook executive with the sufficient authority to give an accurate account of this catastrophic failure of process. Given your commitment at the start of the New Year to ‘fixing’ Facebook, I hope that this representative will be you,” he said.

US Senators call for Mark Zuckerberg to testify

In the US too, Democrats in the Senate called on Zuckerberg to testify. According toAP, Senator Dianne Feinstein of California, the top Democrat on the Senate Judiciary Committee, called Facebook’s latest privacy scandal a “danger signal.”
Senator Amy Klobuchar, who is Democrat from Minnesota also on the Judiciary Committee, wrote on Twitter, “Facebook breach: This is a major breach that must be investigated. It’s clear these platforms can’t police themselves. I’ve called for more transparency & accountability for online political ads. They say “trust us.” Mark Zuckerberg needs to testify before Senate Judiciary.”

Facebook suspends Cambridge Analytica, SCL group from its platforms

On March 16, Facebook in its official newsroom announced it was suspending Cambridge Analytica and SCL group from its platforms. The company said that it had known about data violations in 2015 when Kogan had passed on the user information to a third party, including SCL/Cambridge Analytica and Christopher Wylie of Eunoia Technologies.
Facebook said it learnt recently not all the data was deleted. This came after Observer and New York Times had put out their detailed reports highlighting how the data was used to manipulate elections. “We are suspending SCL/Cambridge Analytica, Wylie and Kogan from Facebook, pending further information,” is what Facebook had said.

Indian professionals prefer desi tech firms over global giants

Indian professionals prefer desi tech firms over global giants

NEW DELHI: It seems Indian professionals prefer to opt for the home-grown variety of technology firms, with a Linkedin report released on Tuesday noting that Indian employees prefer to work for companies like Directi, Flipkart and One97 Communications (Paytm) rather than global giants like Google and Amazon.
The report also includes a list of 25 companies in India that are most sought after by professionals, along with their ranks.
According to the firm, Amazon, which held the second spot for the last two years has slipped to fourth in the list following Directi, Flipkart and One97 Communications respectively. Meanwhile, Google’s parent company, Alphabet, is ranked seventh in the “Top Companies” list. “The ‘Top Companies’ list highlights the companies where professionals in India want to work now, from home grown companies to global giants,” said Adith Charlie, India Editor, LinkedIn.
“Data shows us that an opportunity to work at solving big problems, rewriting the rules of one’s industry or simply putting a big name on one’s résume could be powerful motivators,” Charlie said.
Meanwhile, not all Indian firms have met with success as far as employee perception is concerned. For example, Ola has plunged 11 spots from fifth position in 2017 to 16 this year. But, McKinsey & Company has made a large leap from 24 to sixth.
This year’s list also boasts many new entrants, with more than 50 per cent companies being featured on the list for the first time. Some new entrants include Directi (first), Anheuser-Busch InBev (fifth), EY (ninth) and Daimler AG (11) that have given stiff competition to the usual top runners — Adobe (12), Reliance Industries (24), and Ola (16).
According to Linkedin, the rankings are based on analysis of flexible hours, a good parental leave policy, and time-off to do more than work to attract and retain good talent.
KPMG India, and OYO, a network of budget hotels in India, are the other companies that feature among the top 10 most preferred companies by professionals.