Just sharing some takeaways on Unique Selling Proposition.

https://www.linkedin.com/posts/shinjushaji_unique-selling-proposition-activity-6789552630654922752-FF29?utm_source=linkedin_share&utm_medium=member_desktop_web

Happy new year for all the readers! May your wishes come true this year!

Machine Learning Pitfalls (1)

Quick story about my experience while training datassets for machine learning (image processing). Please, choose all datasets you want to train wisely. Do recheck and filter first before all datasets move into training phase. 

As you can see in the photo, this is my report to my boss. After having trial and error to enhance the confidence level, all i get from the predicition for same photos (before 2nd training --> after 2nd training) are below than what i expect. In this case, i use photos as my datasets. Different position, different angles are affecting the confidence level. Datasets that you trained might turnback against your expectation because it confuses them to predict. 

I have travelled to a few European countries before but Sweden is by far my favourite. Beautiful places to visit, nature connected to the main city, pleasant people, Viking heritage and full of museums (I have included some of my favourites because they were so many). The Viking museum, National museum, Spirit museum, Technological museum and Toys & Comics museum 🇸🇪 #sweden #nordic #scandinavia #vikings #spirit #tech #nerd #museum

I was lucky to be one of the few people tasting the Japanese Whiskies and Gin by Matsui before they hit our market. Got to connect also with the European ambassador 🥃🍸 #japanese #whisky #gin #tasting

Whisk(e)y masterclass on types whiskies, grains, ice making and of course tasting 🥃 #masterclass #seminar #singlemalt #bourbon #irish #japanese #whiskey #tasting

https://medium.com/@vasilis.mind.body/why-i-took-a-course-on-metaphysics-1511f2aa53f