Is the modern data stack just old wine in a new bottle? • ZebethMedia

Ashish Kakran
Contributor

Ashish Kakran, principal at Thomvest Ventures, is a product manager/engineer turned investor who enjoys supporting founders with a balance of technical know-how, customer insights, empathy with challenges and market knowledge.

More posts by this contributor

Here’s where MLOps is accelerating enterprise AI adoption

Remember the cable, phone and internet combo offers that used to land in our mailboxes? These offers were highly optimized for conversion, and the type of offer and the monthly price could vary significantly between two neighboring houses or even between condos in the same building.
I know this because I used to be a data engineer and built extract-transform-load (ETL) data pipelines for this type of offer optimization. Part of my job involved unpacking encrypted data feeds, removing rows or columns that had missing data, and mapping the fields to our internal data models. Our statistics team then used the clean, updated data to model the best offer for each household.
That was almost a decade ago. If you take that process and run it on steroids for 100x larger datasets today, you’ll get to the scale that midsized and large organizations are dealing with today.

Each step of the data analysis process is ripe for disruption.

For example, a single video conferencing call can generate logs that require hundreds of storage tables. Cloud has fundamentally changed the way business is done because of the unlimited storage and scalable compute resources you can get at an affordable price.
To put it simply, this is the difference between old and modern stacks:
Image Credits: Ashish Kakran, Thomvest Ventures
Why do data leaders today care about the modern data stack?
Self-service analytics
Citizen-developers want access to critical business dashboards in real time. They want automatically updating dashboards built on top of their operational and customer data.
For example, the product team can use real-time product usage and customer renewal data for decision-making. Cloud makes data truly accessible to everyone, but there is a need for self-service analytics compared to legacy, static, on-demand reports and dashboards.

             Disclaimer: Any Product You Buy Here, Amazon Pays me A Commission With No Additional Fee.

 

This is a must Have Software For Your Home & Business. This software will help your business and make your job Stress Free.

Business and Office Management  Category.

(Old Version) H&R Block Tax Software Deluxe + State 2023 with Refund Bonus Offer (Amazon Exclusive) (PC/MAC Download)

(4264)

20% Off $49.99 $39.97 (as of November 21, 2024 06:11 GMT +00:00 - More infoProduct prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on [relevant Amazon Site(s), as applicable] at the time of purchase will apply to the purchase of this product.)

Choose to put your refund on an Amazon gift card and you can get a 2% bonus. One state program download included. State e-file sold separately. Reporting assistance on income from investments, stock options, home sales, and retirement Guidance on max... read more

Acrobat Pro | 1-Month Subscription | PDF Software |Convert, Edit, E-Sign, Protect |Activation Required [PC/Mac Online Code]

(1444)

$29.99 (as of November 21, 2024 06:33 GMT +00:00 - More infoProduct prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on [relevant Amazon Site(s), as applicable] at the time of purchase will apply to the purchase of this product.)

Create and edit PDFs. Collaborate with ease. E-sign documents and collect signatures. Get everything done in one app, wherever you go. Edit text and images without jumping to another app. E-sign documents or request e-signatures on any device. Recipi... read more

Adobe Photoshop Elements 2025 & Premiere Elements 2025 Student & Teacher Edition | PC/Mac Code | Box with Download Code | Photo & Video Editing | 3-year term license | Activation Required

(17)

$79.99 (as of November 21, 2024 05:39 GMT +00:00 - More infoProduct prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on [relevant Amazon Site(s), as applicable] at the time of purchase will apply to the purchase of this product.)

Remove photo objects with AI power. Create and control photo depth with AI. Change the color of any object in your photo. Seamlessly combine multiple pics. Create dynamic video titles with text styling controls. Access free Adobe Stock video title te... read more

Adobe Photoshop Elements 2025 | Photo Editing | 3-Year Term License | PC/MAC | Box with Download Code | Activation Required

(17)

$99.99 (as of November 21, 2024 05:37 GMT +00:00 - More infoProduct prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on [relevant Amazon Site(s), as applicable] at the time of purchase will apply to the purchase of this product.)

Remove objects with AI power. Create and control depth with AI. Change the color of any object. Seamlessly combine multiple pictures. Create with modern textures and graphics. Be creative with the web and mobile beta apps. Get a 3-year term license f... read more

AVG Ultimate 2024 | Antivirus+Cleaner+VPN | 5 Devices, 2 Years [PC/Mac/Mobile Download]

(1124)

14% Off $34.99 $29.99 (as of November 21, 2024 06:11 GMT +00:00 - More infoProduct prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on [relevant Amazon Site(s), as applicable] at the time of purchase will apply to the purchase of this product.)

AVG ULTIMATE: Your all-in-one antivirus, VPN, and tuneup combo. OUR BEST SECURITY: Enjoy our advanced, real-time security for your computers, tablets, and phones. OUR BEST PRIVACY: Secure your privacy with powerful encryption so no one can see what y... read more

Bitdefender Total Security - 5 Devices | 1 year Subscription | PC/Mac | Activation Code by email

(2361)

50% Off $89.99 $44.99 (as of November 21, 2024 06:43 GMT +00:00 - More infoProduct prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on [relevant Amazon Site(s), as applicable] at the time of purchase will apply to the purchase of this product.)

SPEED-OPTIMIZED, CROSS-PLATFORM PROTECTION: World-class antivirus security and cyber protection for Windows, Mac OS, iOS, and Android. Organize and keep your digital life safe from hackers. ADVANCED THREAT DEFENSE: Your software is always up-to-date ... read more

Bitdefender Total Security 2024 – Complete Antivirus and Internet Security Suite – 5 Devices | 2 year Subscription | PC/Mac | Activation Code by Mail

(3511)

$74.99 (as of November 21, 2024 05:37 GMT +00:00 - More infoProduct prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on [relevant Amazon Site(s), as applicable] at the time of purchase will apply to the purchase of this product.)

SPEED-OPTIMIZED, CROSS-PLATFORM PROTECTION: World-class antivirus security and cyber protection for Windows (Windows 8, Windows 8.1, Windows 10, and Windows 11), Mac OS (macOS X Yosemite 10.10 or later), iOS (11.2 or later), and Android (5.0 or later... read more

Clifford The Big Red Dog Thinking Adventures CD-ROM Parent's Guide Ages 4-6

(9)

-85% Off $2.43 $4.50 (as of November 21, 2024 05:37 GMT +00:00 - More infoProduct prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on [relevant Amazon Site(s), as applicable] at the time of purchase will apply to the purchase of this product.)

CLIP STUDIO PAINT PRO - Version 1 - Perpetual License - for Microsoft Windows and MacOS

(3061)

$23.99 (as of November 21, 2024 06:18 GMT +00:00 - More infoProduct prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on [relevant Amazon Site(s), as applicable] at the time of purchase will apply to the purchase of this product.)

Create original sketches using your mouse or draw naturally with a pen tablet. Powerful coloring tools make CLIP STUDIO PAINT your all-in-one illustration, painting, manga and comic creation solution. Use an assortment of powerful art tools for illus... read more

CodaKid Roblox Coding, Award-Winning, Coding for Kids, Ages 9+ with Online Mentoring Assistance, Learn Computer Programming and Code Fun Games with Lua and Video Game Programming Software (PC & Mac)

(332)

$59.00 (as of November 21, 2024 05:32 GMT +00:00 - More infoProduct prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on [relevant Amazon Site(s), as applicable] at the time of purchase will apply to the purchase of this product.)

CodaKid’s Roblox Lua coding educational software provides 100+ hours of interactive student projects designed to engage and educate kids, teaching them to become creators in their own right. Students learn real Lua coding and video game design using ... read more