Author: Alex Worapol Pongpech
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Aligning business strategy and data strategy can be challenging.
Scott Adams, www.dilbert.com As a technical advisor, one of the most frustrating experiences is convincing business leaders to align business and technical strategies. I have been helping small, medium, and large companies with modern data systems and strategies in Thailand for over six years. I have yet to find one company that already aligned its…
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Green Machine Learning Infrastructure: Should there be one, and what can we do to promote one?
I read many articles on sustainable computing, green data center, and even green software, but I have yet to come across many discussions on green machine learning infrastructure. Green Machine Learning Regular machine learning practices utilize a large number of data for training and learning, where most of the training and learning are done in a…
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Managing the Difficulties of Starting Data Analytics Capabilities for Small to Medium Companies?
Every company wants to get on the Data Analytics gravy train. Every company wants to have its data analytics team. Fear of Analytics Missing Out, FOAMO, plays a considerable part in driving this frenzy. Big companies spend a ton on building data teams. This hiring frenzy drove up the demand and salary for data personnel,…
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Building data products using the five stages of the product life cycle
Building data products involves using data to create products or services that solve a specific problem or meet a particular need. The concept was developed by German economist Theodore Levitt, who published his Product Life Cycle model in the Harvard Business Review in 1965. In this sense, we can utilize the five product life cycle…
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Don’t be a Mess with the Data Mesh
https://www.infoworld.com/article/3402260/what-is-a-service-mesh-easier-container-networking.html Data mesh is one of the hottest data management concepts in recent years, and many companies in Thailand have shown great interest in implementing the concept. While companies such as Google and Databricks are on board the data mesh, they do not offer any turned-key solutions or commercial products. The most recent article on…
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Design Data Products with Porter’s Five Forces
Data monetization strategy is one of the most critical data strategies for companies. One of the most wrongly implemented data monetization strategies is creating data products. An article on Demystifying Data Monetization from MIT Sloan Management Review presented two primary paths to data monetization: Internal and external. The first focuses on leveraging data to improve…
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