Category Archives: Data Science

Happy New Year 2022 !

Dear Friends,

Wish you all a very happy new year 2022. 

Wish the coming year give you all that you desired for in this life and our existence.

Gregorian Calendar Vs Cosmic Calendar

Today while we are celebrating one revolution of earth around sun by gregorian calendar.

But if the age of the universe were a calendar year, humans would appear on December 31st, at eight seconds to midnight ! This is what is called as the cosmic calendar.

Did you know there also exists a Galactic Year?

Source: The Secrets of Universe

So don’t regret if you were homebound during the pandemic, you still had a trip around the milky way galaxy. Its only that you never realised it earlier. Hope in coming year you enjoy the trip around the galaxy with stunning visuals provided by our new telescope – James Webb Space Telescope

Here is the Google – Year in Search 2021

At last, time is just one of the measuring units for celebrating our physical existence on Earth.


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Posted by on 31 December, 2021 in Data Science, Entertainment, General


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Conceptualisation to launch of website – A glimpse

Dear Friends,

In continuation to previous post for launch of M/s. Mahawar Vijay & Co. This article would give you a glimpse of various steps starting from conceptualisation to launch of

We would like to take this opportunity to thank collaborators who were pivotal in this journey (visit gratitude corner for the same).

As core business of M/s. Mahawar & Vijay & Co. is not a tangible product but purely a service offering. The site had to be designed keeping this in focus. It cannot be claimed that this objective is fully completed, as it was initially thought of. But its still work in process and since the industry is very dynamic, service offerings and site is also designed with microservices framework. Each component can be changed without impacting other components.

Below is the reference to various tools, online utilities which were used to achieve this.

Step 1: Design and Develop the Brand of Mahawar Vijay & Co.

  1. Since site was fully designed and developed using in-house tools and skills available. The template and design was referred from W3Schools which also provided insight to the CSS and Javascript help. This was new to us and is also not a core offering of the business.

2. Favicon – This is the icon which shows on the title bar of the browser webpage when you open a site. Favicon can be your company logo or image. There is some special requirement to have it enabled for your website. First is the size of the file has to be 16 x 16 pixels and name can be anything but preferably favicon.ico (which is default). You can generate your favicon using online converter available here

3. Logo – Some image of the site had to be resized for this online utility were used available here. This may be important if you plan to register the Logo for your business.

4. Google Forms for Careers Form, Feedback Form and Grievance Form. Google forms was used to capture user feedback, suggestions, career details and grievance.

5. Integration of Web-hosting with Google Drive for organisation of content, resume bank and forms data.

Step 2: KYC requirements – MSME

  1. Udyam website for registration of M/s. Mahawar Vijay & Co. as MSME. This is required if you want to seek a payment for online transactions from your site as a merchant or business.

2. Secured Payment Gateway – Payment Link is created using – Razorpay payment gateway and Paytm for Business. Soon this would be enable to accept international payments to cater to the needs of international clients as well and also intergrated with Paypal for ease and convenience of international customers.

Step 3: Security and Privacy of users, visitors and customers

  1. During the various stages of business transaction and interaction of users, users might knowingly or unknowingly share personal data, financial data. Securing this analytics data is utmost important and core objective. Please visit the privacy policy and terms and conditions to see how we are safe guarding this sensitive data.

2. Both the site ( and its blog ( are secured using SSL certificates, which means its safe and secure for visitors like you and clients/customers.

Step 4: Search Engine Optimisation and Web Analytics

This in itself is huge topic to cover in this article (consider seeing this post as well). Shared here are few tools which were used and incorporated in the site.

1. Google Analytics – Analytics importance for any industry has become a paramount importance. For this Google Analytics is used. This shows the engagement of visitors, customers at various levels of interactions. The demographic, time and place are captured which is protected and preserved as per the data privacy policy stated in the site. Out of the two options available to enable this, Google Tag Manager is used to configure and apply this in the website. This can be taken care by the development team.

2. Google Tag Manager – Generate Tag – This gives the snipped of code which you can ad to each page of website for which analytics has to be enabled. This again has to be taken care by the development team.

3. Google Knowledge Panel – This is great way to showcase how your webpage and business appears in Google Search Engine. For this you can register with Google Business and submit the necessary details as required by them. As a confirmation a post card sent to mailing address which contains a unique code. This code can be used to verify you business and post which the knowledge panel gets activated.

4. Sitemap is generated using online utility available here – Sitemap is very useful way to keep track of all pages of the website. This also gives search engines and crawlers to quickly scan all the pages of the site whenever they are changed. This makes them appear in the search result.

Hope you find this journey of site useful for establishing yourself in the online market place.

Feel free to write to us at and provide your valuable feedback here.

Best Wishes

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Posted by on 31 October, 2021 in Data Science, General, Marketing


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Website for Mahawar Vijay & Co – launched

Excited to announce the launch of Mahawar Vijay & Co website –

#newproject #newwebsitelaunch #datascience #plsql #sql #python #transitionplanning

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Posted by on 15 October, 2021 in Data Science, DBA, General, Marketing, Oracle, PL/SQL


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Post Graduate Diploma in Data Science and Statistics (PGDDSS)

Delighted to share that I have completed – Post Graduate Diploma in Data Science and Statistics (PGDDSS) with A+ grade. 

Thanks to Symbiosis Centre for Distance Learning, my colleagues, employers, managers past and present, peers, family and friends for continuous support, motivation and encouragement for the entire duration of the course. 

I am grateful to my alma mater especially for providing continuous and uninterrupted academic support during last 18 months – An unforgettable and memorable journey during the challenging times for everyone involved.

I cannot claim myself to be an expert Data Science specialist but this knowledge will surely be a beginning to help me bridge the gap and deliver a far superior and efficient solution to organisations seeking collaboration in their transformational journey.

Post Graduate Diploma in Data Science and Statistics from SCDL, Pune

#datascience #dataanalysts #pythonprogramming #machinelearning #oracle #sqldeveloper

PS: This post was initially posted on my Linkedin profile and is migrated today as part of transition plan.

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Posted by on 14 August, 2021 in Data Science


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