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SigmaWay Blog

SigmaWay Blog tries to aggregate original and third party content for the site users. It caters to articles on Process Improvement, Lean Six Sigma, Analytics, Market Intelligence, Training ,IT Services and industries which SigmaWay caters to

Five most important trends in CRM

Nowadays, agile customer relationship management systems are gaining importance. Today's business professionals must take full advantage of every possible revenue stream and with the right CRM system, leveraging big data to gain a better understanding of your clients and maintaining customer relationships has become easier now. This article discusses the five most important CRM trends for the year 2017. They are: Mobile CRM and Telecommuting, Mass Cloud Migration, Scalability, CRM Integration, and Artificial Intelligence. Read more at: http://it.toolbox.com/blogs/insidecrm/5-important-crm-trends-for-2017-75959

 

 

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Enhancing Artificial Intelligence using Ensemble Training

Sometimes even the Machine learning algorithms behave so dumb that an image recognition model can be confused by generating an adversarial instance, i.e. by changing few pixels by either taking derivative of model output or exploiting genetic algorithms. Adversarial instances lie in low probability regions which is in contrast with limited instances of high probability regions from which the model was trained. A possible approach to solve this problem is ensemble training - To let multiple models back each other. As we look forward to developing more artificial intelligent systems it would become common to encounter such problems.

You can read more at: http://www.erogol.com/ensembling-against-adversarial-instances/

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All About AI In ERP

Artificial Intelligence or AI is gaining importance in today’s business world. But, we must know what is AI in ERP before proceeding. It is a powerful way to efficiently and accurately extend the capabilities of ERP. One of the most important functions of ERP is to help organizations streamline their activities and take decisions about everything from production to sales. AI extends these abilities by analyzing large historical data sets and organizations can then use these historical data sets to learn past patterns of behavior. Read more at: http://it.toolbox.com/blogs/inside-erp/3-ways-ai-improves-erp-74922

 

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Artificial Intelligence Expected to Double Economic Growth in 12 Developed Countries

Artificial intelligence (AI) could double annual economic growth rates by 2035 by changing the nature of work and ushering a new relationship between man and machine. The impact of AI technologies on business is projected to boost labour productivity by up to 40 percent by fundamentally changing the way work is done and reinforcing the role of people to drive growth in business.
 
“AI is poised to transform business in ways we’ve not seen since the impact of computer technology in the late 20th century,” said Paul Daugherty, chief technology officer, Accenture, the primary company to have come up with this research result: “The combinatorial effect of AI, cloud, sophisticated analytics and other technologies is already starting to change how work is done by humans and computers, and how organizations interact with consumers in startling ways. Our research demonstrates that as AI matures, it can propel economic growth and potentially serve as a powerful remedy for stagnant productivity and labour shortages of recent decades.”

 

Read more on the research results of the AI impact at : https://newsroom.accenture.com/news/artificial-intelligence-poised-to-double-annual-economic-growth-rate-in-12-developed-economies-and-boost-labor-productivity-by-up-to-40-percent-by-2035-according-to-new-research-by-accenture.htm

 

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New Trends in Intelligent Applications

Whenever we talk about some advanced applications, we can see that we have moved way too ahead in the field of Artificial Intelligence (AI). Machine Learning (ML), a branch of AI, is a major factor to turn applications into intelligent ones. There are companies which are building such ML/AI technologies and others are incorporating ML/AI technologies in their applications and services to make it smarter and to provide customer better and easy facilities. But for the automated applications to provide better customer experiences, we need to have human beings in the loop. Although we have achieved great success in building many ML/AI applications, but we are still in the early stages of the journey. For more details, check the given link: https://techcrunch.com/2016/07/06/key-trends-in-machine-learning-and-ai/

 

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Re-framing The Current Job Scenario

According to the World Economic Forum’s Future of Jobs study, it is predicted that 5 million jobs will be lost before 2020 as artificial intelligence, robotics, nanotechnology and other socioeconomic factors replace the need for human workers. However, the good news is that these new technological advances will also create 2.1 million new jobs in the areas of computing, mathematics, architecture and engineering. So, the employees have to be re-skilled in order to meet the demands. Read more at: https://www.weforum.org/agenda/2016/09/jobs-of-future-and-skills-you-need?utm_content=bufferedf7b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

 

 

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What is Fathom Neural Compute Stick?

The Fathom Neural Compute Stick -- the first product of its kind, is a modular deep learning accelerator in the form of a standard USB stick. Featuring a full-fledged Myriad 2 VPU, the Fathom Neural Compute Stick not only enables rapid prototyping, but also delivers high levels of neural network compute to existing devices via a USB port. Thanks to the ultra-low power Myriad 2 VPU, the Fathom Neural Compute Stick does not require an external power supply, and can accelerate neural network performance for a wide range of devices. To know more, follow: http://fossbytes.com/movidius-fathom-brings-ai-stick-supercomputing-usb-drive/

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New Artificial Intelligence Software

Braina (Brain Artificial) is an intelligent, personal assistant, human language interface and automation software for Windows PC that allows you to interact with your computer using voice commands in English language. Braina makes it possible for you to control your computer using natural language commands. It helps you in doing tasks. You can either type commands or speak to it and it will understand what you want to do. Moreover, using speech recognition built in Braina for Android App you can interact with your computer from anywhere in your house over a WiFi network.
To know more: http://fossbytes.com/braina-free-ai-software-for-your-pc/

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Journey Of Machine Learning!

Machine learning is a type of Artificial Intelligence that provides a computer with the ability to learn without being explicitly programmed. Machine learning focuses on the development of computer programs that can teach them to grow and change when exposed to new data. Artificial Intelligence is supposed to be the core of Big Data, producing exponential growth in the volume of data used for scientific research. Out of all two most popular machine learning techniques are, supervised and unsupervised learning. Nowadays, learning algorithms such as Bayesian networks and support vector machines is being used more extensively in daily commercial systems. To learn more read at: http://www.dataversity.net/machine-learning-now/

 

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Big Data analytics is growing by leaps and bounds.

According to Nasscom (National Association of Software and Services Companies) the expected rise in the Indian business analytics sector is 8-fold (from $2 billion to about $16 billion). It targets to make India among the top three big data analytics market in the world. To achieve this target Nasscom is partnering with its members to build a multi prolonged approach that encompasses skill development, thought leadership, products and platforms. India is an emerging hub for analytics solutions across the globe. The witnessed rapid growth is due to increased demand for cloud based and predictive analysis solutions by industries like BFSI, retail, telecom and healthcare. Even the requirement of manpower in this sector would increase magnificently in the next 5 years.

It is the rapid advancement of artificial intelligence and deep learning algorithms which enabled the development of machines which can do tasks that requires deep expertise and skills. Read more at: http://economictimes.indiatimes.com/tech/ites/big-data-analytics-to-reach-16-billion-industry-by-2025-nasscom/articleshow/52885509.cms

 

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Developments in the field of Artificial Intelligence

The future of AI is filled with amazing opportunities. Alan Turing designed the Turing machine about a century ago. It is expected that in the coming times the machines will pass the Turing test. To add to the surprise, the AI machines are being expected to use all the five human senses. Governments, the world over are planning to make simulation models which make use of big data as input to predict the criminal or terrorist activities. AI has been improving human lives by uplifting the healthcare and medical facilities. To make the computer - human interaction more natural, scientists are working on the Natural Language Processing Algorithms. Read more about it at: http://nerdsmagazine.com/artificial-intelligence-five-highly-anticipated-developments/

 

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The Progressing Steps of India

The Progressing Steps of India

The motive of capital good policy is noble, but not its implementation. The policy fails to address the basic problem of lack of research to improve manufacturing units. Thus the policy fails to expand the share of manufacturing in GDP. As India is rapidly globalizing, it needs to improve its manufacturing process using better machinery, newer intelligence and better quality raw materials. Automated assembly lines and lean production techniques must be put in use. Similarly, artificial intelligence and bid-data analytics will help the Indian companies improve their productivity and increase profits. India should gear up for advanced manufacturing in areas such as aircraft manufacture, materials, microelectronics and telecommunications. Most importantly, India needs to develop a knowledge ecosystem that includes a good intellectual property regime to foster innovation and creativity. Read more at: http://blogs.economictimes.indiatimes.com/et-editorials/capital-goods-policy-contains-little-meat/

 

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Is Viv to beat Siri?

Creators of Siri (the most popular A.I tool that serves as a personal assistant which can answer your questions, write your mails and plan your schedule), presented its sibling Viv. The creators claim that Viv will be a complete game changer in the field of artificial intelligence. But it has a long journey to cover. It must be integrated with smart phones and other smart devices. Read the complete article here: http://www.computerworld.in/news/new-siri-sibling-viv-may-be-next-step-ai-evolution

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What does Artificial Intelligence has for education

Our world is somewhat running on artificial intelligence. Siri, Facebook, computer stocks, self-driving cars or what not. But there is one field where AI is really lacking and that is education. The most      challenging task will be: Virtual mentors for every learner; Addressing 21 century skills; Analysis of interaction data; Provide opportunities for global classrooms; Lifelong and like wide technologies. Technologies like Intelligent Tutor Systems, content delivery support systems are what required. Read the full article here: http://www.forbes.com/sites/barbarakurshan/2016/03/10/the-future-of-artificial-intelligence-in-education/#6315deb21e64

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What is the future of Artificial Intelligence?

Artificial Intelligence or AI is the science to make machines as smart as humans. When a machine can think and behaves like human we call it an intelligent machine. It's been trending a lot from past couple of years. We have seen robots, intelligent chess games where champions got defeated by machines. But what does future hold for Artificial Intelligence?  Experts claim that AI will soon be coming with technologies in healthcare, automation, finance that will change the way technologies are used now. Machines with power to take thousands of complicated decisions in nanoseconds will revolutionize the industry. Read more at: http://www.cio.com/article/3025161/robotics/what-does-the-future-hold-for-artificial-intelligence.html

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Artificial intelligence is the new trend in business.

Artificial intelligence is the new trend in business.

Artificial intelligence is the most powerful tool. It can be used in any industry.  A smartphone can act as a personal tutor i.e. artificial intelligence can not only be used to teach, but also get to understand learning style, strengths, and weaknesses. In the healthcare industry, AI helps a doctor or nurse to chat with the patients and recognize the symptoms at the tap of a button on your smartphone. In transportation system, AI is used to understand their customer's need and provide better service. As a whole AI is the next stage of human excellence.

To read, follow: http://www.businessinsider.in/The-cofounder-of-Uber-told-us-how-artificial-intelligence-could-revolutionize-the-world/articleshow/51434466.cms

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Artificial intelligence in the world of games

Artificial intelligence in the world of games

 Lee Sedol, The champion Go player, ranked 5th in the world, has beaten Google's AlphaGo artificial intelligence program in their fourth of five matches in Seoul, South Korea. AlphaGo is an ultra-complex abstract strategy game. This particular game requires a high level of human intuitions & higher perceptions and is slightly more difficult than chess. At the match when AlphaGo made a mistake, there was a question mark on its quick response ability.

Read more at: http://www.forbes.com/sites/parmyolson/2016/03/14/human-go-champion-beats-google-alphago-ai-fourth-match/#655b1699292e 

 

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Artificial intelligence and machine learning. Are they same?

Artificial intelligence and machine learning. Are they same?

Artificial intelligence is like machine learning. But they are completely different and some concepts related to it has to be cleared.

1. Artificial intelligence refers to a broad set of methods, algorithms and technologies that makes the software 'smart' that seem human-like to an outside observer.

2. Machine learning has some elementary engineering sensibility whereas artificial intelligence is more correlated to automation and sophisticated data handling.

3. Machine learning covers multiple technology, whereas AI is a process which only refers wide variety of algorithms and methodologies that enable software improvement.

4. Machine learning is more into deeper analysis, segmentation and networking in contrast to standalone operation of artificial intelligence

 

5. Cognitive understanding is more prominent in artificial intelligence because analytics and forecasting play a clinical role. So, accuracy in automation required cognitive learning.

 

To read, follow: www.cio.com/article/3040600/five-things-you-need-to-know-about-ai-cognitive-and-neural-and-deep-oh-my.html

 

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Artificial intelligence to automate E-mail answering system.

Artificial intelligence to automate E-mail answering system.

Artificial intelligence opened a new horizon to give reply to E-mail instantly. Reading long emails in a busy life is a tough. So an automated answering system can reply a mail by analyzing the tone of a particular mail. A particular word based sentiment analysis can be a useful tool to facilitate this process. Google has already started to offer 'robot email' AI in its Google Inbox online extension for Gmail. The new service is called the Smart Reply and it will help answer some of your emails for you. There are still some constraints. This automated system has some issues regarding long multi sentimental messages. These messages has to be replied manually. 

To read, follow: http://www.forbes.com/sites/adrianbridgwater/2016/02/18/can-artificial-intelligence-answer-our-email/#4e1fd3197bc2

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Google is implementing artificial intelligence to facilitate better image search

Google has developed a new artificial intelligence system which can recognize the geo-location of a picture. It can also identify a particular monument and area by using sophisticated mapping techniques. This will not only improve an intelligent image search, but also provide a more accurate mapping facility. The system doesn’t exactly spit out GPS coordinates. Instead the team divided the globe into about 26,000 squares of differing sizes based on how many photos from the data set were taken in the area. Huge image search and detailed mapping system is space consuming and particularly troublesome for smaller devices like smartphones and tabs which have space constraints. In order to minimize these issues they are trying to compress huge data within 377mb only.

To know more, follow: http://www.forbes.com/sites/ericmack/2016/02/25/this-google-a-i-can-figure-out-where-that-photo-was-taken/#1bff3c4e34f7

 

 

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