Ankit Rathi
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Data Stories

Data Science, Engineering and Architecture

01 Aug 2022

Why some organizations with ML/AI use cases are moving away from the cloud?

Cloud computing isn’t going anywhere, but some companies using ML/AI are shifting to on-premis...

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25 Jul 2022

Skills Required for a Data Engineer

There is no formal path for a data engineer, but there are knowledge-base and skills a data en...

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18 Jul 2022

My Journey in Data Technology Field

Today, I have completed 17 years in IT industry,

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12 Jun 2022

From Data Science to Data Engineering to Data Architecture

How is the focus of the industry is shifting from data science to data engineering to data arc...

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05 Jun 2022

Evolution of Data Engineering Field

How data engineering field has evolved over the years?

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29 May 2022

Data Industry has (kind of) come to a Full Circle

Back in 2012, I was working as a data architect when I first time heard about data science and...

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22 May 2022

Reliability in Data Systems

Reliability can be defined as continuing to work correctly, even when things go wrong.

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15 May 2022

3 Aspects of Data Systems Design

While designing a data system, apart from functional requirements, we need to tackle non-funct...

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08 May 2022

Why a generic term named Data Systems?

Why a generic Data Systems term is more suitable than Data Storage, Processing and Analytics S...

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01 May 2022

Challenges of Data Systems

~ Notes from ‘Foundations of Data Systems’ part of ‘Designing Data-Intensive Applications’

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28 Mar 2021

How to build a data-driven organization?

There has not been an exciting time than this to talk about data. Data iseverywhere, it is be...

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07 Mar 2021

Building Data Analytics Ecosystem

In this post, I am going to cover how you can build a data analytics ecosystemin your organiz...

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28 Dec 2020

Deep Learning Landscape

Here we try to understand Deep Learning landscape….

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21 Dec 2020

Data Science vs Data Engineering vs Data Architecture

In this article, lets understand what is the difference between Data Scientists, Data Engineer...

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15 Aug 2020

End-to-End Data Science Process

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05 Aug 2020

9 Movies Every Data Scientist Should Watch

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  • 25 Jul 2020

    5 Data Science Use Cases for Every Business

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    15 Jul 2020

    5 Books Every Data Professional Should Read

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    30 Jun 2020

    Data Science is a Team Sport

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    25 Jun 2020

    Kaggle Vs Real-world Projects

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    20 Jun 2020

    How to approach Data Science in 2020?

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    25 May 2020

    SQL for Data Professionals (Beginner)

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    23 May 2020

    Data & AI Session @ RBS

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    20 May 2020

    Data Professionals, and NOT Data Scientist, is the Job of the Century

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    15 May 2020

    Cloud Computing for Data Professionals

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    10 May 2020

    Becoming Data & AI Specialist on AWS Platform (for free)

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    05 May 2020

    A Brief History of Data Systems

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    30 Apr 2020

    From Data To Actionable Insights

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    25 Apr 2020

    AI Sells, Data Delivers!

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    21 Apr 2020

    5 Data Science Use Cases for Every Business

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    20 Apr 2020

    Data & AI Platforms — Open Source Vs Managed Services

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    15 Apr 2020

    Architecting Modern Data Platforms

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    26 Mar 2020

    5 Tips for DS/AI Beginners & Enthusiasts

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  • 01 Mar 2020

    Useful Resources to Learn Artificial Intelligence

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  • 23 Jan 2020

    Artificial Intelligence from Novice to Professional

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  • 27 Dec 2019

    Building Blocks of Artificial Intelligence

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    07 Dec 2019

    How to Navigate Artificial Intelligence Landscape?

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  • 16 Nov 2019

    AI For Everyone Course Review & Key Takeaways

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  • 05 Oct 2019

    How to build your career in Artificial Intelligence?

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    05 Sep 2019

    Artificial Intelligence for Business Leaders

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  • 21 Aug 2019

    4 Types of Challenges in DS/AI Projects & Initiatives

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  • 04 Jul 2019

    Getting into Machine Learning & Artificial Intelligence

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  • 03 Jul 2019

    Making Your ML/AI Career Future-Proof

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  • 02 Jul 2019

    Networking & Landing the Job

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  • 01 Jul 2019

    Building Your Portfolio in Data & AI

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  • 06 May 2019

    Utilizing the Resources

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  • 23 Apr 2019

    Becoming Data-Driven with Data Catalog

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  • 14 Apr 2019

    Working on Building Blocks

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    05 Apr 2019

    Navigating the Landscape

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  • 21 Mar 2019

    Understanding the Big Picture

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  • 30 Jan 2019

    Data Science Self-Starter Handbook (Preview)

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    27 Dec 2018

    Data Science Introduction

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    06 Nov 2018

    AMA Session with AR on Data Science

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    17 Sep 2018

    Dealing with Noisy Data in Data Science

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    25 Aug 2018

    To Kaggle Or Not To Kaggle?

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  • 15 Aug 2018

    Bayesian Statistics for Data Science

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  • 04 Aug 2018

    Descriptive Statistics for Data Science

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  • 24 Jul 2018

    Data Science Beginners’ FAQs

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  • 18 Jul 2018

    Data Science Learn Apply Compete Ask Connect Stay Updated

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  • 27 Jun 2018

    Who needs a Data Engineer?

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  • 24 Jun 2018

    Having only Data Scientists is not Enough

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  • 13 May 2018

    Deep Reinforcement Learning

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  • 14 Apr 2018

    Data Science Digest

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  • 28 Jan 2018

    Data Literacy for Professionals (Series)

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  • 22 Dec 2017

    Becoming Data-Driven (Series)

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    14 Aug 2017

    Data Science Framework

    A ...

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    22 Feb 2017

    Data Lakes in Modern Data Architecture

    Da...

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