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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.

What does Data Science mean for businesses

What does Data Science mean for businesses

Data Science (DS) has indeed captured the imagination of entire swathes of industries and domains. With the now famous statement that "software is eating the world" actually ringing true, businesses are undergoing digital transformation as a matter of routine. As part of these digital initiatives, businesses are also

Bringing clarity when hiring a Data Science professional

Bringing clarity when hiring a Data Science professional

Interviewing candidates for a Data Science position can be a challenge. I've developed hiring processes in the past and continue to work with some of my founder friends to tweak and refine their Data Science hiring initiatives.

Simple deep learning environment setup

Simple deep learning environment setup

I came across Deepo [http://ufoym.com/deepo/] recently and was amazed at the level of simplicity that is now available if one wants to start tinkering with deep learning. Check out the deep learning libraries you can setup with a single command. Head over to their Quickstart [http://ufoym.

Presenting your work

Presenting your work

For those graduating with a degree in Analytics and Data Science, you have many resources to work with when it comes to presenting your skills to hiring managers. Some examples below. Search for filetype:pdf and case studies in your field. Identify the ones that stand out. Now go over

Thoughts on the use of AI models distributed online

Thoughts on the use of AI models distributed online

AI model marketplaces come in various shapes and sizes. Outside of the conventional marketplace approach, large Internet companies have made open-source contributions that include not just libraries but also models. BERT [https://ai.googleblog.com/2018/11/open-sourcing-bert-state-of-art-pre.html] is an example of a model distributed online by Google that

Crowdsourcing IP reputation data from online forums

Crowdsourcing IP reputation data from online forums

In this post, I discuss the topic of crowdsourcing IP reputation data from online forums. The post is inspired by a paper I read recently, Gharibshah J., Papalexakis E.E., Faloutsos M. (2018) RIPEx: Extracting Malicious IP Addresses from Security Forums Using Cross-Forum Learning. In: Phung D., Tseng V., Webb

Developing a data product

Developing a data product

I wanted to develop a product end to end. One product idea was to develop a service that would identify web technologies used by popular sites. The "end to end" development of such a product would require crawling URLs, parsing of raw website data, data processing, server-side web