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Due to improvements in database technology and network technology, the use of cloud AI, which processes AI in the cloud, is progressing. With further technological innovations such as the development of 5G, the role played by cloud AI will become even greater. Recently, an increasing number of companies are recognizing the importance of data and…
Telework is being promoted through the use of remote access tools. This time, I will explain about the server of the remote access tool. Understanding remote access servers is critical to ensuring telework security. For those who want to learn more about remote access, we will introduce tools that can be used as a reference for…
Many people are now able to express their opinions through SNS. For companies, user feedback on SNS is an important factor in policy decisions. This time, we will collect and analyze consumer feedback and introduce the benefits of introducing social listening that can be reflected in business, selection points, and recommended services that can be…
Table of Contents An Interview with Guanshuo Xu: He is a Data Scientist, Kaggle Competition Grand Master (Rank 1), and PhD in Electrical Engineering An Interview with Guanshuo Xu: He is a Data Scientist, Kaggle Competition Grand Master (Rank 1), and PhD in Electrical Engineering In this series of interviews, data scientists and Kaggle Grandmasters…
Table of Contents Growth and learning for anyone who aspires to become a data scientist preface myself as a data scientist What are the types of data scientists in Silicon Valley? What skills do data scientists need? What should not be done as a data scientist? 1. Algorithms are the ONE and the only ONE…
In the latter half of the 2010s, the AI boom reignited, and especially a huge amount of data was accumulated, and many IT companies started using AI. Amid such a boom, LINE Corporation (hereafter, LINE) is a company that is making rapid progress in developing AI technology. LINE was born in 2011, and as of September…
Current state of the hotel industry and changes in demand First of all, I will introduce the current situation of the hotel industry in the corona misfortune. We will explain changes in hotel demand from the two perspectives of “lower occupancy rate due to corona” and “remote work base”. Decline in operating rate due to…
Many people who are studying machine learning for the first time may think that “regression in machine learning seems difficult and I don’t really understand it.” While regression in machine learning is a representative analysis method of machine learning, some people may find it a little difficult to approach due to its high degree of…
An overview of common design patterns in building successful machine learning solutions Introduction A design pattern is a set of MLOps and reusable solutions to common problems. Data science, software development, architecture and other engineering disciplines consist of many recurring problems. So categorizing the most common problems, making them easily recognizable, and providing different forms…
No big budget, no data scientists, no months of hard work – 4 ways your startup can become AI-driven today Artificial intelligence (AI) is what computer scientist Andrew Ng calls “the new electricity .” But despite its power and charm, AI is not suitable for every situation. In a previous article , I presented five scenarios in which you should avoid…