NextWealth specializes in Data Enablement Services comprising of Data Enrichment and Data Labeling at scale, for Retail E commerce and AI ML Companies.
Lifetime achievement. Machine Learning -NextWealth. Why is Training Data important while building Machine Learning Models - NextWealth. Sometime, by the end of the first decade of the 21st century, we humans were already contributing to machine learning unassumingly.
Me and you, along with millions of unsuspecting users worldwide, digitized the entire Google Books archive by the start of 2012. I assure you, I am not fibbing. If you remember, during the early 2000’s, internet users worldwide were shown an image of a text, with one or two words, which had to be typed out correctly to be able to proceed further. This was a way of identifying that the user was, in fact, human, and not a machine trying to extract sensitive information from the website. This was partially true. Why is Training Data important while building Machine Learning Models. Top Data Enrichment Services Company. Data preparation services. Data collection services. Catalog Data Enrichment Case Study - Ecommerce Solutions - NextWealth. Natural Language Process.
Whay Named Entity Recognition Need? Top Data Enrichment Services Company. Data preparation services. Data collection services. How to Outsmart Competitors using Machine Learning - NextWealth. Peter Drucker once said that the true purpose of a business is to create and keep customers.
To make customers see value and to keep them loyal to the brand, it is important to increase the perceived value of the brand’s offerings. Recognizing the value of these offerings enables retailers to guide consumers toward better, and sometimes, more expensive option effectively. Businesses today have great visibility internally into their sales and marketing strategies, but lack in-depth insights especially in terms of product matrix, pricing strategies and consumer buying behaviour. The last few years have seen businesses worldwide increase their competitiveness within most markets by investing more into Competitive Intelligence (CI) programs to gain better visibility into competitor pricing and strategy. Competitive Intelligence is a company’s effort to gather and analyse information about its industry, business environment, competitors, and competitive products and services. Top Data Enrichment Services Company.
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The next decade in AI and ML is expected to turnover 21B Euros worldwide. However, the only possible impediment it needs to address is Data Privacy. As the usage becomes more wide spread, security and privacy aspects of AI & ML are becoming supremely important as people are more conscious and concerned about how their data is being protected and how safe their data actually is. While the benefits of the advancements are immense, the risks are also increasingly becoming higher. Organizations are constantly working to reduce the future impact of the risks that are being posed.
In view of the above mentioned scenarios, information security is critical in managing the flow of data across the value chain of Data Science. Data Privacy Norms Around the World. Case Studies- Data Collection. Top Data Enrichment Services Company. Data preparation services. Top Data Enrichment Services Company. Data preparation services. Data preparation services. LiDAR Annotation for ADAS - NextWealth. Autonomous driving is an amazing real-world application that has come about with the culmination of advances in various technologies.
The first step in this complex system is to perceive the environment, for the complex onboard system in the car to understand what is around it. This perception is achieved by various sensors like Cameras, Ultrasonic, LiDAR and RADAR. While cameras give a visual perception of the environment, a LiDAR or RADAR sensor is very critical for depth perception. An Autonomous drive car that will drive you in the future will have a powerful onboard computer that will perceive the environment and makes decisions.
But for this Environment perception to work properly, Deep learning algorithms need to be trained with large amount of annotated data from the multiple sensors. LiDAR Annotation Challenge This brings us to the two challenges that the ADAS industry faces today. The second challenge is more from the perspective of a human who annotates the objects. Pixel2. Human Touch to AI - Must read AI blog. AI Possibilities Stir a Debate In the history of technology, there are many examples of remarkable breakthroughs that have changed our lives dramatically.
Right from the first computer to the arrival of internet and cloud and mobility more recently, the challenges of managing change have stirred up debates and inspired leaders to leverage the opportunities. Very few technologies have made as much impact and threatened to affect the socio-economic fabric of mankind as AI. It has permeated everything that we use without our knowledge. The AI revolution has stirred up a sharp debate.
Leveraging the Power of AI It is time to pay attention to the pragmatic view that looks at harnessing the opportunities presented by AI starting with the fundamental principles. Machine learning (and Deep learning) is all about models trying to learn to perform a few identified tasks well. Model Training Model ValidationException handling Stage 1: Model Training. Top Data Enrichment Services Company. Data preparation services. Data collection services. NextWealth - Human Touch to Digital processes for Data Enrichment. Top Data Enrichment Services Company. Catalogue Management Case Study of NextWealth. Catalogue Management Case Study of NextWealth. Data collection services. Data collection services. NextWealth - Data privacy solutions.
Every 18 – 24 months, the world is doubling the quantum of data available. In other words, we are generating as much data produced by all of human race, every 2 years. This is not because we have suddenly turned interesting and everyone is documenting their lives! Rather, a couple of other factors have come together in the past decade. One, we are using many data formats today. 10 years ago, data was just text. Two, Technology enablement for internet, social media & IoT – We conduct a big part of our lives on internet. #More-is-not-the-merrierWhy do I say that? Keeping an army of in-house annotators for doing this (labelling) may not be viable in most of the cases, as it is a costly affair. Top Data Enrichment Services Company. Data collection services. Why is Training Data important while building Machine Learning Models - NextWealth.
Catalogue Management Case Study of NextWealth. NextWealth - Human Touch to Digital processes for Data Enrichment. Vehicle annotation. Distinguish Speech, Emotions and Gender. NLP. Top Data Enrichment Services Company. Enriching and making your data invaluable. Multi channel customer support and Data Enrichment services. Analyze the most complex customer queries. Catalogue Management Case Study of NextWealth. Covid-19 - A game changer for working women. A top official at a major IT company who has 50 directs, is on a Zoom call and is also overseeing her kid’s online classes, while her husband is attending a conference call in another room.
An associate who works at a top BPO firm has been working at odd hours, as she is juggling between cooking, cleaning, attending work-related calls and ensuring her kids are paying attention to their Online classes, because her husband is huddled up inside his home office, working. The COVID-19 pandemic and the subsequent lockdowns have resulted in seismic shifts in virtually all aspects of work and life, across the world. It would not be wrong to say that the women have been struggling and juggling to maintain their work-life balance.
The 2019 pandemic is undoubtedly the worst one the world has witnessed since the advent of desktop computers. We are all in this together. The Covid-19 crisis is global and will last long enough to cause some serious economic and social repercussions. NextWealth - Human Touch to Digital processes for Data Enrichment. LiDAR Annotation for ADAS - NextWealth. Covid-19 - A game changer for working women. Data preparation services. Top Data Enrichment Services Company. Data collection services. Data collection services. Data collection services. Top Data Enrichment Services Company. Data preparation services. NextWealth - Human Touch to Digital processes for Data Enrichment. Top Data Enrichment Services Company. Women employee empowerment - NextWealth. The only way to do great work, is to love what you do.
-Steve Jobs With the world’s second largest labour force of 516.3 million people, the latest World Bank report states that approximately 350 million people in India, still live below the poverty line. In 2006, Muhammad Yunus; Nobel Peace Prize awardee remarked during his Victory speech that, “…poverty is an artificial creation. It doesn’t belong to human civilisation, and we can change that, we can make people come out of poverty. The only thing we must do is to redesign our institutions and policies.”
Most people start businesses to improve the quality of their life after stumbling upon an opportunity they just can’t resist. NextWealth team, driven by a cause, works passionately and relentlessly towards transforming the nation through social upliftment of underprivileged sections in small towns. The Opportunity Artificial Intelligence (AI) is disrupting every aspect of business. The NextWealth Approach. Why is Training Data important while building Machine Learning Models - NextWealth. NextWealth - Human Touch to Digital processes for Data Enrichment.
Active Learning Blog - By Sugathan R. Missing the cold-war era big time!
I can see that data scientists miss the space race of the Cold War big time! At least in the way that an unlimited budget was available to develop new technologies. Alas, today they need to walk a tight rope to produce models with high accuracy that remain within the budget! Do not spray in the dark! It is common knowledge that more the quantum of data used to train a machine learning algorithm, better the accuracy. Data preparation services.
Catalogue Management Case Study of NextWealth. Data collection services. Data Privacy for AI and ML - By Mahesh .T. Data Privacy for AI and ML - By Mahesh .T. NextWealth - Experts in Data Collection. NextWealth - Experts in Data Collection. NextWealth - Data privacy solutions. Human Touch to AI : The Ground Truth Challenge - NextWealth. One of the key challenges for a Data Science team is the search for an accurately labelled dataset for solving the given problem.
While it is easy to build a basic model that is reasonably accurate for a demo to the business, going beyond it towards a production worthy solution needs gold standard ground truth data. One of the easiest options available for a data science team is a crowdsourced annotation service. Most often your Information Security team is not going to allow you to share the information on the Internet!
Even if you manage to find a crowd service provider who can handle this, it becomes increasingly difficult to get good results from crowdsourced operations if the expectations on accuracy is very high or the task itself is relatively complex. This is a situation that demands ‘human touch’ as a fully managed services from an experienced Data enablement company.
Do you wonder what this has to do with ML Ops? Continue reading… NextWealth - Experts in Data Collection. Top Data Enrichment Services Company. Top Data Enrichment Services Company. Data preperation services. Social Impact Of NextWealth - A data enabling company. Case study of Model Training and Validation - NextWealth.