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Col Jung
Col Jung

1.6K Followers

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Published in

Towards Data Science

·Pinned

From Data Warehouses and Lakes to Data Mesh: A Guide to Enterprise Data Architecture

Understand how data works at large companies — There’s a disconnect between data science courses and the reality of working with data in the real world. When I landed my first analytics job at one of Australia’s ‘Big Four’ banks half a decade ago, I was confronted by a complex data landscape characterised by… Challenges in finding, accessing…

Data Science

18 min read

From Data Warehouses and Lakes to Data Mesh: A Guide to Enterprise Data Architecture
From Data Warehouses and Lakes to Data Mesh: A Guide to Enterprise Data Architecture
Data Science

18 min read


Published in

Generative AI

·Pinned

ChatGPT & GPT-4 — How OpenAI Won the Natural Language Understanding War

What can GPT-4 do for you? Showcase of incredible applications — OpenAI’s ChatGPT amassed a whopping 100 million monthly active users in two months, making it the fastest growing consumer technology in history. It’s not hard to see why. Modern generative AI apps, which includes Large Language Models (LLM) like ChatGPT & GPT-4, and multimedia synthesisers like Midjourney, OpenAI’s DALL-E &…

Artificial Intelligence

21 min read

ChatGPT & GPT-4 — How OpenAI Won the Natural Language Understanding War
ChatGPT & GPT-4 — How OpenAI Won the Natural Language Understanding War
Artificial Intelligence

21 min read


Published in

Generative AI

·Pinned

Generative AI Art — DALL-E, Midjourney, and Stable Diffusion, Explained

Tracing the history of machine creativity — A class of cutting-edge machine learning techniques have become incredibly adept at generating new images (and now, videos) from scratch or from existing ones. This is called image synthesis and has become one of the most popular use cases for generative AI. Image synthesis has many applications, such as… Advertising…

Artificial Intelligence

20 min read

Generative AI Art — DALL-E, Midjourney & Stable Diffusion Explained
Generative AI Art — DALL-E, Midjourney & Stable Diffusion Explained
Artificial Intelligence

20 min read


Published in

Entrepreneur's Handbook

·Pinned

Web3 Gaming — What do Blockchain, Crypto, NFTs & the Metaverse Offer?

A deep dive into the challenges & opportunities in 2023 — Gaming has been the one fixture throughout my life. Since a fateful day in 1989 when my uncle introduced me to Super Mario Bros and the Nintendo Entertainment System (NES), gaming ran in my veins through adolescence and university — and then through multiple relationships and a multitude of jobs…

Blockchain

20 min read

Web3 Gaming — What do Blockchain, Crypto, NFTs & the Metaverse Offer?
Web3 Gaming — What do Blockchain, Crypto, NFTs & the Metaverse Offer?
Blockchain

20 min read


Published in

The Startup

·Pinned

Differential Equations Versus Machine Learning

Define your own rules or let the data do the talking? — Let’s compare and contrast differential equations (DE) to data-driven approaches like machine learning (ML). In a nutshell — albeit with caveats — they can be thought of different approaches to modelling various phenomena. Do you make the rules? Or should you let your juicy data learn the rules for you? …

Mathematics

14 min read

Differential Equations Versus Machine Learning
Differential Equations Versus Machine Learning
Mathematics

14 min read


Published in

Towards Data Science

·4 days ago

From Data Lakes to Data Mesh: A Guide to the Latest Enterprise Data Architecture

Understand why large companies are embracing data mesh — There are major ‘data earthquakes’ underway at large organisations worldwide. It is the decentralisation of the company’s data lake towards data mesh. At one of Australia’s ‘Big Four’ banks where I’ve worked in the analytics space for half a decade, we are smack middle of a huge transformation journey building…

Data Science

17 min read

From Data Lakes to Data Mesh: A Guide to the Latest Enterprise Data Architecture
From Data Lakes to Data Mesh: A Guide to the Latest Enterprise Data Architecture
Data Science

17 min read


Published in

Generative AI

·May 27

Data Products: Strategic Enterprise Data for AI and Machine Learning

Understand how large companies are building data assets — Companies worldwide are locked in a fierce race to transform into forward-thinking, data-driven organisations. But a widespread legacy project-oriented mindset has left many of them feeling like they’re trying to sprint in steel boots. Consider the bank I work at, for instance. It’s hard to daydream about AI and advanced…

Data Science

12 min read

Data Products: Strategic Enterprise Data for AI and Machine Learning
Data Products: Strategic Enterprise Data for AI and Machine Learning
Data Science

12 min read


Published in

Towards Data Science

·May 12

Databases and Data Modelling — A Quick Crash Course

Warehousing 101: A Practical Guide for Beginners — Over my five years of working in enterprise analytics, I’ve observed an interesting number of data scientists entering the job with limited knowledge of data warehousing and data modelling. This shouldn’t come as a surprise. Data scientists hail from diverse backgrounds such as math, statistics, psychology, and programming. Many likely…

Data Science

12 min read

Databases and Data Modelling — A Quick Crash Course
Databases and Data Modelling — A Quick Crash Course
Data Science

12 min read


Published in

Generative AI

·May 8

Cloud Computing 101: How to Harness the Power of Cloud for Your Business

The What, When, Why and How of Cloud — In 2008, Bill Gates made his final departure from Microsoft — confident he had instilled a culture of innovation for the future. Shortly after, the company best-known for Windows & Word ventured into the nascent field of cloud computing. In 2023, Microsoft Azure Cloud will be a $75 billion juggernaut…

Business

17 min read

Cloud Computing 101: How to Harness the Power of Cloud for Your Business
Cloud Computing 101: How to Harness the Power of Cloud for Your Business
Business

17 min read


Published in

The Startup

·May 3

Power of Data Storytelling — Your Data is Only Half the Story

Not having impact? Sell stories, not data. — A CEO once said… “The most powerful person in the world is the storyteller. The storyteller sets the vision, values & agenda of an entire generation that is to come.” - Steve Jobs at WWDC (1997) As a data scientist, engineer and researcher, I sit through many presentations that have…

Storytelling

8 min read

Power of Data Storytelling — Your Data is Only Half the Story
Power of Data Storytelling — Your Data is Only Half the Story
Storytelling

8 min read

Col Jung

Col Jung

1.6K Followers

Engineer writing about AI, Blockchain & Investing. https://twitter.com/col_jung https://youtube.com/c/CryptoFilmmaker https://linktr.ee/col_jung

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