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Harsh Singhal | DataScienceFM

Harsh Singhal | DataScienceFM

Data Science FM is the #1 Data Science and AI channel online. We help you get started on your Data Science journey with articles and videos that will positively impact your career decisions.

Motivations for staying in a role for longer than a few years?

Motivations for staying in a role for longer than a few years?

> The discussion shared below was part of many Q&A sessions Harsh Singhal conducted with Data teams at various companies and colleges. People stay and leave for a variety of reasons. As long as you are convinced to stay or go, then your reasons are the right reasons.

How to plan and execute the company's ML project for better business impact?

How to plan and execute the company's ML project for better business impact?

An ML project, like any other project requires the project team to get together in the early stages to resolve lots of open questions to better scope the project. What is the problem being addressed and why is it seen as a problem that needs to be solved? Very often

How useful is a master's degree in data science? Is it really worth it? Or can I learn the same things on the job?

How useful is a master's degree in data science? Is it really worth it? Or can I learn the same things on the job?

First, identify what it is you want to learn. Can you come up with a list of topics and projects that you wish to work on? Then, you will have to research various degree programs and their curricula for overlap. Additionally, you should then look at different companies and the

How to choose a path (Data Engineering, BI, Data Science, Product)?

How to choose a path (Data Engineering, BI, Data Science, Product)?

Careers will span longer periods (decades and more) increasingly, so people have to be ready to make changes throughout their careers. Changes that are made in the pursuit of media-driven hype can be difficult to sustain as new hype cycles will quickly replace the previous ones. What is sustainable is

How can I have a successful career in e-commerce analytics?

How can I have a successful career in e-commerce analytics?

What does success mean to you? This is a broad question to an already broad question :-) Try to identify what interests you about e-commerce and aspects of e-commerce that Analytics can help improve? So many aspects are involved in making a sale online such as recommendations, product placements, advertisements,

What are the essential skills required for each role in the Analytics domain? And how to pursue it?

What are the essential skills required for each role in the Analytics domain? And how to pursue it?

If you have a job, use the industry you are in as a starting point to explore your aptitude and interest. You might like to write lots of SQL queries, extract insights, and make interesting presentations with spreadsheets and slides. This is as useful and important as someone writing data

How to clean up past projects ?Or call it "legacy" and just move on?

How to clean up past projects ?Or call it "legacy" and just move on?

The first step is a detailed assessment. Is there a document that takes up different aspects of the previous project to identify pros and cons? Was there a requirements document that was used as a guide to developing the project that is now being called “legacy”? If not, then write