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Vinay Roy
Vinay Roy

93 Followers

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Oct 9, 2022

Data Science: How to increase the adoption of data science models in your company

When I first started leading a data science team, my first thought was to review the roadmap with the team and come up with a revised roadmap for the team and the company in matters related to data science. However, as I started interfacing with the team members of the…

Data Science

7 min read

Data Science: How to increase the adoption of data science models in your company
Data Science: How to increase the adoption of data science models in your company
Data Science

7 min read


May 1, 2021

Data Science: Nurturing a data fluent culture that compounds growth

Data has repeatedly been tagged as the oil of the 21st century and rightly so. With so much advancement in computing, storage, network, analytics tools, the amount of data that gets generated has grown exponentially. …

Data Science

10 min read

Data Science: Nurturing a data fluent culture that compounds growth (Ready to go)
Data Science: Nurturing a data fluent culture that compounds growth (Ready to go)
Data Science

10 min read


Apr 1, 2021

Data Science: How to frame the business problems as machine-learning problems (Part III)

In the previous articles, we discussed when to use machine learning to solve a business problem and how to frame the business problems as a machine learning problem. Now that we have developed a model, are we done? No. framing a business problem into a machine learning problem and solving…

Data Science

3 min read

Data Science: How to frame the business problems as machine-learning problems (Part III)
Data Science: How to frame the business problems as machine-learning problems (Part III)
Data Science

3 min read


Apr 1, 2021

Data Science: How to frame the business problems as machine-learning problems (Part II)

In the previous articles, we discussed when to use machine learning to solve a business problem and how to frame the business problems as a machine learning problem. The brain map of where we are going is this: Machine learning is about developing a Function/Algorithm (F) that uses a set…

Product Management

5 min read

Data Science: How to frame the business problems as machine-learning problems (Part II)
Data Science: How to frame the business problems as machine-learning problems (Part II)
Product Management

5 min read


Apr 1, 2021

Data Science: How to frame the business problems as machine-learning problems (Part I)

The commoditization of machine learning has happened at an unprecedented rate so much so that it is difficult to find a company — big or small, David or Goliath, that is not exploring Machine learning as a means to stay relevant in this rapidly changing business environment. In an attempt…

Data Science

6 min read

Data Science: How to frame the business problems as machine-learning problems (Part I)
Data Science: How to frame the business problems as machine-learning problems (Part I)
Data Science

6 min read


Jan 6, 2021

Growth: What I learned from building growth engines for Marketplaces — A play of engines (Part II)

In the previous article here, we started with the introduction of how the marketplace is a play of engines, we discussed the two primary engines — The acquisition engine and the conversion engine. In this article, we will introduce the other two engines of the growth engine — The pricing…

Growth

3 min read

Growth: What I learned from building growth engines for Marketplaces — A play of engines (Part II)…
Growth: What I learned from building growth engines for Marketplaces — A play of engines (Part II)…
Growth

3 min read


Jan 4, 2021

Growth: What I learned from building growth engines for Marketplaces — A play of engines (Part I)

Marketplace, as we all know, is a dynamic interaction of demand and supply. In this article, we will discuss how to develop an efficient demand growth engine — which is an interaction of multiple engines such as acquisition engines, conversion, incentive, and pricing engines. Many times, when we talk about…

Growth Marketing

6 min read

Growth: What I learned from building growth engines for Marketplaces — A play of engines (Part I)…
Growth: What I learned from building growth engines for Marketplaces — A play of engines (Part I)…
Growth Marketing

6 min read


Jan 3, 2021

Leadership: Why ‘hypothesis’ is an excellent way to phrase ideas

When I started managing a team, I would often say, “I believe that adding this feature X would increase conversion by 10%” in my team meetings. …

Product Management

4 min read

Leadership: Why ‘hypothesis’ is an excellent way to phrase ideas
Leadership: Why ‘hypothesis’ is an excellent way to phrase ideas
Product Management

4 min read


Nov 29, 2020

Monetization: How to develop user Persona to enable an effective monetization strategy

Developing a phenomenal product that delivers value to users and helps capture value for organizations requires a deep understanding of users. In come ‘User personas’ — a representation of target segment/users. Personas allow us to develop features that can best serve the users’ needs, give organizations a common language to…

Pricing

7 min read

Monetization: How to develop user Persona to enable an effective monetization strategy
Monetization: How to develop user Persona to enable an effective monetization strategy
Pricing

7 min read


Aug 9, 2020

Data Science: Path to deploying machine learning models for product leaders

If you are a product leader then you must be wondering what are the various steps to deploy a machine learning model. This article is a quick handbook to guide you through the steps needed to achieve the goal. …

Data Science

7 min read

Data Science: Path to deploying machine learning models for product leaders
Data Science: Path to deploying machine learning models for product leaders
Data Science

7 min read

Vinay Roy

Vinay Roy

93 Followers

https://www.linkedin.com/in/royvinay — Chief Product Officer @ Vista Global | MBA, UC Berkeley

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