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Hanzala Qureshi
Hanzala Qureshi

454 Followers

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Published in

Towards Data Science

·Pinned

Top 25 Painful Data Migration Pitfalls You Wish You Had Learned Sooner

Lessons I wish I knew about before embarking on data migration journeys — "Life is like a box of chocolates; you never know what you're gonna get" — if only Tom Hanks knew about the perils of Data Migration (DM). …

Data Migration

11 min read

Top 25 Painful Data Migration Pitfalls You Wish You Had Learned Sooner
Top 25 Painful Data Migration Pitfalls You Wish You Had Learned Sooner
Data Migration

11 min read


Published in

Geek Culture

·Pinned

50 Data Engineering Jargon

Are you working in data engineering but tired of all the jargon and acronyms? Say no more, here is a list of 50 to get you started! — The world of Data Engineering has evolved significantly over the past decade. From a once humble data warehousing set-up to an entire discipline. This includes everything from data pipelines to building data lakes. The popularity of this field has increased, as has the jargon.

Data

9 min read

50 Data Engineering Jargon
50 Data Engineering Jargon
Data

9 min read


Published in

Towards Data Science

·3 days ago

3 Simple and Powerful Ways This AI Technique Will Transform Data Management

Advances in AI Will Continue to Disrupt the Modern Data Stack. — Large Language Models (LLM) have been all the rage lately, with the introduction of OpenAI’s ChatGPT. The majority of the 100m+ plus users are using Chat/Text Completions to make their daily lives easier. However, a little-known API provided by OpenAI called Embeddings is truly transformational in how we do search…

Data

4 min read

3 Simple and Powerful Ways This AI Technique Will Transform Data Management
3 Simple and Powerful Ways This AI Technique Will Transform Data Management
Data

4 min read


Published in

Geek Culture

·Apr 4

5 Powerful Ways Active Metadata Can Enhance Your Data Governance Strategy

Too much data and not enough governance — let’s change that — Active Metadata is the key to unlocking the full potential of your data governance efforts. Big Data seems like an old term — and it has not stopped increasing in volume. Old methods are not good enough to handle this exponential growth. One method is using Metadata to drive critical…

Data Governance

4 min read

5 Powerful Ways Active Metadata Can Enhance Your Data Governance Strategy
5 Powerful Ways Active Metadata Can Enhance Your Data Governance Strategy
Data Governance

4 min read


Published in

Towards Data Science

·Mar 6

The 7 Unusual Data Observability Use Cases to Improve Your Data Governance

Enhancing Data Governance Is the Top Most Priority for Organisations — Data Observability is all the rage in the industry right now. Vast amounts of data and endless Data Quality issues have led us to this stage. Gartner sees it in the "innovation trigger" phase and has at least 5–10 years' worth of growth left before it plateaus. …

Data Observability

5 min read

The 7 Unusual Data Observability Use Cases to Improve Your Data Governance
The 7 Unusual Data Observability Use Cases to Improve Your Data Governance
Data Observability

5 min read


Feb 4

The 5 Powerful Ways Data Marketplace Will Change the Industry

5 Ways Data Marketplaces are Changing the Game with their Dynamic Impact — Data Marketplace is a modern Bazaar. It’s a way organisations can consolidate and share data internally and externally. Over the years, billions have been spent on modernising the legacy data stack. However, the self-serve data dream continues to be out-paced by large budget over-spend and poor data transformation. There are…

Data

5 min read

The 5 Powerful Ways Data Marketplace Will Change the Industry
The 5 Powerful Ways Data Marketplace Will Change the Industry
Data

5 min read


Published in

Towards Data Science

·Jan 23

The 4 Small but Powerful Ways to Improve Your Data Skills This Year

Level up Your Data Game by Mastering These 4 Skills — A colleague recently asked how they can level up their data skills this year. Data skills can come in many forms. From Data Engineering, Analysis to Data Science & Visualisation. However, they all have a common goal: to drive business value. …

Data

4 min read

The 4 Small but Powerful Ways to Improve Your Data Skills This Year
The 4 Small but Powerful Ways to Improve Your Data Skills This Year
Data

4 min read


Published in

Towards Data Science

·Oct 17, 2022

5 Most Important Things to Include in a Modern Data Quality Framework

Modernise Your Data Quality Framework by Including These Changes — Data Quality (DQ) continues to be a big challenge for many organisations, especially those trying to modernise their data stack. Years of underinvestment in data programmes are now costing companies nail-biting millions of pounds in regulatory fines. But that’s the stick — what is the carrot? How can you convince…

Data

5 min read

5 Most Important Things to Include in a Modern Data Quality Framework
5 Most Important Things to Include in a Modern Data Quality Framework
Data

5 min read


Published in

Towards Data Science

·Sep 6, 2022

Top 4 Data-Quality Mistakes to Avoid on Your Legacy Data Stack

In a rush for the modern data stack, don’t forget about legacy — I have read and written many Modern Data Stack (MDS) articles, and I am so glad that, as an industry, we are taking the challenge of Big Data with its even bigger problems head-on. …

Data Quality

4 min read

Top 4 Data-Quality Mistakes to Avoid on Your Legacy Data Stack
Top 4 Data-Quality Mistakes to Avoid on Your Legacy Data Stack
Data Quality

4 min read


Published in

Towards Data Science

·Aug 8, 2022

Top 10 Most Powerful Lessons I Learned by Delivering Data Projects

Core Lessons That Will Ultimately Help You in Your Learning Journey — At the start of any new project/venture, you should reflect on the past and the lessons learned. Having delivered multiple complex data warehouses, data lakes and analytics projects, I learned a thing or two about what to do and what to avoid. The key to any successful project is the…

Data

6 min read

Top 10 Most Powerful Lessons I Learned by Delivering Data Projects
Top 10 Most Powerful Lessons I Learned by Delivering Data Projects
Data

6 min read

Hanzala Qureshi

Hanzala Qureshi

454 Followers

Data Architecture Consultant | Data Evangelist | Learn more about all things data by following me @ hanzalaqureshi.medium.com

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