SigmaWay Blog

Data is very important for various technologies. Whether it be Artificial Intelligence or Machine Learning, Data analysis or Research work, Data is mandatory to implement them. However, the task of finding right data is very tedious and time consuming. One needs to find data that is most appropriate in terms of information available, size and other factors. 

Every day a huge amount is data is generated on internet. To our help there are few open data sources that are free to use. This data can be in raw form which might need further processing. But to start with the process and to get a data set, one could visit below mentioned sites that provides data for free: 

1. Kaggle
2. UCI machine learning repository
3. data.gov

Know more about them at : https://www.technotification.com/2018/04/building-data-science-models.html

Data Sciences is a very vast field and in recent times, there is a high demand of professionals in this field. Dealing with data is not easy. Data sets available with companies are very large and to extract meaningful data is a tough job. Thus, the job of data scientist is becoming very important for decision-making and is based on automation and machine learning. The main role of data scientist is to organize and analyse data. Other than this, data can help in predictions, pattern detection analysis etc. All this can be done the help of some software which is specially designed for the task. The responsibilities of data scientist begin with data collection and ends with decision making on the basis of data.

To know more about the key roles of data scientist, requirements and skills visit: https://www.cio.com/article/3217026/data-science/what-is-a-data-scientist-a-key-data-analytics-role-and-a-lucrative-career.html#tk.cio_rs

As the name suggest, Digital Transformation involves thinking and rethinking about how an organization can use technology in business. It helps in improving ongoing processes and bring changes to business. Digital Transformation vary widely based on specific demands of an organization. However, there are few digital transformation elements that should remain in focus. They are – Workforce Enablement, Operational Agility, Customer Experience, Culture and Leadership, and Digital Technology Integration. Even though many companies are trying to in cooperate digital transformation, 84% of them are failing!

Following are the three keys to success:

1. Establish Clarity
2. Prepare from the core
3. Learn to iterate quickly

Read more about them at https://www.cio.com/article/3292262/digital-transformation/3-fundamental-keys-to-digital-transformation.html

One of the most trending and look for technology, Predictive Analysis is a powerful tool that can help us to forecast and predict what lies ahead us. However, it is usually accompanied by few issues that user encounters while using it. They might not be visible during early stages of development but they can become great concern when they will not be able to deliver results to customer. Prevention is always better than cure and thus it is recommended to study the technology well before use. 

Following are few tips that one should use to avoid and resolve common project challenges:

1. Create and execute a formal strategy
2. Ensure data quality
3. Manage data volume
4. Respect data privacy and ownership
5. Maximize usability
6. Control costs
7. Choose the right tools

   To read more about them visit: https://www.cio.com/article/3287937/predictive-analytics/7-tips-for-overcoming-predictive-analytics-challenges.html?upd=1532674958240

    

Artificial Intelligence is spreading its wings and is coming into rescue in various fields. One such field which comes into rescue for humans is the health care sector. Combination of these two fields can bring great advancement in health care sector. Artificial Intelligence and Machine learning have already come into action in medicine. Following are the top 4 applications:

1. Diagnosing Diseases: Not all diseases can easily be rectified. This could be time consuming and expensive. Here, various Deep Learning algorithms prove to be a solution. This focus on automatic diagnosis, making diagnosis much cheaper and accessible. 
2. Developing Drugs Faster: Drug development is a time taking and a tedious task. It involves analytics and various rounds of testing. AI has already aced in speeding up the process.
3. Personalizing Treatment: Same medical procedure can not be carried out on every patient. Choosing the course of treatment can be a difficult and a great responsibility. Machine Learning can automate this task. It can help in designing the right treatment plan.
4. Improving Gene Editing: This is a technique that relies on targeting and editing specific location on the DNA. A careful selection needs to be made. Machine Learning models have successfully been able to predict target and effects successfully.

To read more at https://towardsdatascience.com/artificial-intelligence-in-medicine-1fd2748a9f87

Today, Edge, IoT, mobile devices etc are everywhere and are creating plenty of data. By 2025, almost 75% of the world, both consumers and businesses will be connected. If seen in a broader view, there is a huge pile of data and it’s still increasing with a rapid rate. There should be more focus on proper and more usage of this data. Get people who can help you out to resolve the issue of better and more efficient utilization of data.

Cryptocurrency is often seen as an asset. Few months back, there was a hype for purchase and sale of cryptocurrencies, especially, bitcoins. So along with the money, you obviously need a wallet to hold it. And actually there are various kinds of wallets to store this currency. Since Crypto-Currency is just a software, not a hard cash, so it requires a software wallet. There are various types of wallets like Mobile wallet, Desktop Wallet, paper wallet/cold storage, hardware wallet. These wallets have their own traits and the selection of wallet appropriate for you depends on you. 

Have a detailed review about cryptocurrency wallets and their attributes at https://www.analyticsinsight.net/investing-in-cryptocurrencies-you-need-a-cryptocurrency-wallet/

Scientists from Fudan University, Shanghai, recently published their research revealing an all new type of memory. We have heard about RAM and ROM, and both of these memories have their own limitations like RAM is volatile but Super-fast and ROM can store huge amount of data but it is Very slow. This all new type of memory is claimed to be able to store data as long as we want. This technology works on two dimensional semi-floating gate transistors. Unfortunately, research is still going on and we will require to use our traditional RAM ROM for a little long till this research turns out to be a public product. And also there’s no doubt that this technology can bring revolution in terms of data storage, security, data transfer and many more.

Recently a team of researchers developed an AI based system that can write codes for the programmers and it can also predict the solutions for them. The system uses neural sketch learning method of deep learning to recognize patterns in millions of codes written in Java. Also, the system itself is trained by using millions of Java programs. Currently, it can be used to evaluate undocumented APIs that can be quite difficult for any programmer to use. This is the starting and we can visualize the upcoming future of how AI can help programmers in writing codes, moreover solving the problems which are quite difficult to solve by humans or may take a long time. 

As the time passes by, it becomes a boring schedule to do the same task over and over again. Everyone wishes for some promotions in his career. There are some people who wish to move from complete IT and coding schedule to some IT management routine. So here are some tips for moving in that direction. 

Keep a check on the company visions and missions. Talk with your managers regarding how the company is performing and what are its future perspectives. Begin with leading your own team. Give your contribution in both technical and managerial rolls .Consult others on how they use the technology to achieve the same business task. Try picking up some managerial skills. All this small efforts will guide you in the path towards an IT Manager.

Evidently, there has been massive adaptation of cloud in the industry. As everything begins to operate on cloud, it also generates massive amount of data. Also, just IoT is not just enough, because it’s no more just a “Thing”; this thing, now, can be an automated car, a drone or anything which makes it a necessity to think beyond Cloud computing and brings us a glimpse of Edge computing. Edge computing can significantly provide better throughput, improved performance, and customised processing of data as per the needs of each user.

On 29th June 2018, NASA launched, CIMON, the very first AI-Powered robot into the space. The bot is built with a really interactive AI program which is meant to interact with the people in the space station. Also, it can even assess the human mood and is programmed to answer the voice commands in English. And one more great thing, is it is unlike any mechanical bot/part of space station. It has got its own smiley like face on a space and it can itself move around the space station in zero gravity. It is really interesting to see the pace and direction of technological advancements. 

In every enterprise the customer care services are the most essential part because it not satisfies the customers but it also leads to more productivity. To build the customer loyalty and drive your business to heights it’s important to care the customer service domain. Services of new customer care software platform which involves big data has took this domain to a new level.

For more information go to:

https://www.analyticsinsight.net/big-data-in-customer-support-delivering-values/

Foreign exchange market is the word which is enough capable to draw attention of many people. Some people treat it as a fast money making technique while some people says it’s a way to enter the gambling world. Foreign exchange market is just a virtual platform which involves trading of different currencies. So what forex trading is? How AI and robotics can be involved in trading? What actually forex robots can do?

Want to know? Visit:

http://bigdata-madesimple.com/ai-driven-forex-trading-robot-first-kind/

Data science comes with a new era on IT industries. From AI, ML, big data, data analytics and many more data science is proving its importance. With the emerging business plans on big data the requirement and demands of data scientists are also getting higher. Here are the guidelines to the students who want to pursue data science as their career. 

 Education background should relate to computer science.

 Beginning of your career experience and work focus

 Learning opportunities and certification

 Mid-career experience and certification

 Data science expertise and professionalism

For more details, visit:

https://www.analyticsinsight.net/how-to-become-a-data-scientist-the-skills-certifications-and-education-required-for-the-trendy-job/

With reference to the aura spread by artificial intelligence and machine learning every enterprise is making their ideas with the relevance of these two giants. We are aware of the concept of cloud computing that it provides the storage and networking space over the internet which eventually reduces human efforts and cost. This sounds absolutely awesome. But what’s next? Can cloud be developed as “Intelligent Cloud”? Introducing the union of AI, ML and cloud, this will definitely raise the standards of cloud computing in future. The intelligent cloud will have the ability to learn from the enormous amount of data, builds up predictions accordingly and end up analyzing situations. This platform seems to perform tasks with high speed and provides greater efficiency. 

https://www.analyticsinsight.net/developing-intelligent-cloud-with-artificial-intelligence-and-machine-learning/

Since last few years many startups has come up with some fantastic ideas which expands the scope of AI all over the world. Indians are also implementing various brilliant ideas of AI in their business startups. Here is the list of top 10 AI based startup plans which are leading the race.

1) Vernacular.ai: build multi-lingual chatbots for businesses

2) Fablulyst: helps all the online shoppers to buy based on their inputs.

3)  Artivatic data labs: helps large businesses and developers to come up with intelligent products and solutions with minimal development time and efforts.

4) Arya.ai: assists people in their daily core tasks

5) TAO automation: provides automated consultation which helps people in further optimization process.

6) Box.ai: build up a product which is capable of solving various analytics problems.

7) AskArvi: smart personal insurance platforms

8) ThirdWatch: E-commerce fraud-prevention platform

9) Embibe : educational startup, uses self-learning algorithm and machine learning

10) Mad Street Den: improve retail experience all over the world.

For more information go to:

https://www.analyticsinsight.net/10-hot-indian-artificial-intelligence-startups-to-watch-out-in-2018/

ActiveOps is one of the leading providers of digital operation management, but somehow it couldn’t find any place to store G-cloud data with security. But now ActiveOps has come up with G-cloud 10 framework which assures and deliver greater efficiency and productivity by combining software and services.The G-cloud is made up with the ideology that most of the public sector can have the maximum advantages of cloud based automated services with more groundwork and prognostication.

https://www.analyticsinsight.net/activeops-secures-g-cloud-status-first-time-bringing-digital-operations-management-uk-public-sector/

A smart business person knows how to use his/her’s Instagram profile to its full potential. Instagram provides a platform in building trust, also contributing to the long term loyalty of the brand. A strong customer relationship is extremely valued. Frequent interactions and word of mouth engine have proved themselves to be very important factors in strengthening the customer relationship over time. A few social media marketers pay a lot of importance on the follower counts and ratios. But on the other hand having a small number of followers who see the brand in a positive light is more valuable for the business.

To know more visit at: https://www.business2community.com/loyalty-marketing/how-to-build-brand-loyalty-on-instagram-02093963

Communication is one of the most important skills required in almost all fields, especially in the field of business. To be a successful communicator one needs to have ability to listen to the other party. A good communicator should always take the time to practice listening. Learning about the nonverbal communication also adds to the skills of an efficient communicator. As we all know that humans have an attention span of a goldfish, so keeping the audience involved is another skill a good communicator needs to have.

To know more visit at: https://www.business2community.com/communications/how-to-significantly-improve-your-communication-skills-02096026