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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 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 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,

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

Gain relevant experience by creating your own project

Gain relevant experience by creating your own project

Common Crawl (CC) is a very popular dataset and can satisfy a great many text analysis and NLP tasks. If you have an AWS account you can access the CC index files in Parquet format. Follow the instructions shared in this article [https://commoncrawl.org/2018/03/index-to-warc-files-and-urls-in-columnar-format/] to get

Exciting NLP and Computer Vision research for Patent Chemistry discovery and analysis

Exciting NLP and Computer Vision research for Patent Chemistry discovery and analysis

In 2021 I and a bunch of very smart and driven ML/AI engineers are working on developing NLP and CV algorithms to discover and extract interesting chemistry from patents. We developed http://ichemist.ireadrx.ai [http://ichemist.ireadrx.ai/] where a user can search for chemistry compounds and find

Fast HTML parsing in Python

Fast HTML parsing in Python

I love BeautifulSoup library in Python. It is one of those libraries that just work and make your life easy. I recently came across a fast parser for HTML in Python, https://github.com/rushter/selectolax and waiting to give it a spin. The few articles I read where selectolax

Analyzing Bitcoin Transactions on Google Big Query

Analyzing Bitcoin Transactions on Google Big Query

I've written some queries on analyzing BTC transactions data https://sql-recipes.netlify.app/ This is a broader project of mine to analyze many other publicly available datasets with Google's Big Query. Go take a look.