Johnny Breen
@johnnyb1694.bsky.social
Data Scientist👨💻 | Python, R, SQL 🛠️ | London 🌃
And here is a visualisation of the top trending headline 'topics' through to January 2025 (as reported by the New York Times) 📈 ⌛ The model needs further refinement but as a first 'draft' I'm happy!
#dataviz #datavisualisation #datascience
#dataviz #datavisualisation #datascience
January 4, 2025 at 3:21 PM
And here is a visualisation of the top trending headline 'topics' through to January 2025 (as reported by the New York Times) 📈 ⌛ The model needs further refinement but as a first 'draft' I'm happy!
#dataviz #datavisualisation #datascience
#dataviz #datavisualisation #datascience
Ever wondered how to model topic 'trends' like Bluesky and others do? 📈 📉
I was curious too so I built a headline analytics pipeline which leverages a logistic growth model to do this! Orchestrated with @prefect.io and #dbt ⏳ 🔧
github.com/johnnyb1694/...
#datascience #dataengineering #python
I was curious too so I built a headline analytics pipeline which leverages a logistic growth model to do this! Orchestrated with @prefect.io and #dbt ⏳ 🔧
github.com/johnnyb1694/...
#datascience #dataengineering #python
GitHub - johnnyb1694/headline-analytics-pipeline: A data pipeline to extract & analyse data from publication headlines (e.g. the New York Times)
A data pipeline to extract & analyse data from publication headlines (e.g. the New York Times) - johnnyb1694/headline-analytics-pipeline
github.com
January 4, 2025 at 1:18 PM
Ever wondered how to model topic 'trends' like Bluesky and others do? 📈 📉
I was curious too so I built a headline analytics pipeline which leverages a logistic growth model to do this! Orchestrated with @prefect.io and #dbt ⏳ 🔧
github.com/johnnyb1694/...
#datascience #dataengineering #python
I was curious too so I built a headline analytics pipeline which leverages a logistic growth model to do this! Orchestrated with @prefect.io and #dbt ⏳ 🔧
github.com/johnnyb1694/...
#datascience #dataengineering #python
Reposted by Johnny Breen
Happy New Year!
(my cartoon for @newscientist.bsky.social)
(my cartoon for @newscientist.bsky.social)
January 1, 2025 at 10:04 AM
Happy New Year!
(my cartoon for @newscientist.bsky.social)
(my cartoon for @newscientist.bsky.social)
Actually love building Python-specific data pipelines with Prefect - anyone else used this framework over Airflow in their projects? #datascience #dataengineering
December 30, 2024 at 4:06 PM
Actually love building Python-specific data pipelines with Prefect - anyone else used this framework over Airflow in their projects? #datascience #dataengineering
Reposted by Johnny Breen
NGC 3034
Starburst Galaxy
Photo credit NASA, ESA, Hubble, Daniel Nobre
Constellation Ursa Major
Distance 12 million light years
Diameter 37,000 light years
Discovered 1774 Elert Bode
The Red indicates hydrogen and infrared light, Blue Green and Yellow represent visible wavelengths
Starburst Galaxy
Photo credit NASA, ESA, Hubble, Daniel Nobre
Constellation Ursa Major
Distance 12 million light years
Diameter 37,000 light years
Discovered 1774 Elert Bode
The Red indicates hydrogen and infrared light, Blue Green and Yellow represent visible wavelengths
December 30, 2024 at 1:29 AM
NGC 3034
Starburst Galaxy
Photo credit NASA, ESA, Hubble, Daniel Nobre
Constellation Ursa Major
Distance 12 million light years
Diameter 37,000 light years
Discovered 1774 Elert Bode
The Red indicates hydrogen and infrared light, Blue Green and Yellow represent visible wavelengths
Starburst Galaxy
Photo credit NASA, ESA, Hubble, Daniel Nobre
Constellation Ursa Major
Distance 12 million light years
Diameter 37,000 light years
Discovered 1774 Elert Bode
The Red indicates hydrogen and infrared light, Blue Green and Yellow represent visible wavelengths
Reposted by Johnny Breen
Anyone saying that GenAI could replace software engineers don't understand how software is created (and operated.)
Tool innovations have always make the process of building software faster, cheaper: GenAI and AI agents will also do this.
But these are tools and efficiency gains.
Tool innovations have always make the process of building software faster, cheaper: GenAI and AI agents will also do this.
But these are tools and efficiency gains.
December 30, 2024 at 6:29 AM
Anyone saying that GenAI could replace software engineers don't understand how software is created (and operated.)
Tool innovations have always make the process of building software faster, cheaper: GenAI and AI agents will also do this.
But these are tools and efficiency gains.
Tool innovations have always make the process of building software faster, cheaper: GenAI and AI agents will also do this.
But these are tools and efficiency gains.
A very good piece on the limitations of using AI generated code.
We would do well to remember that the output of LLMs is only useful if it can be challenged with knowledge and experience #softwaredevelopment #ai #llm
We would do well to remember that the output of LLMs is only useful if it can be challenged with knowledge and experience #softwaredevelopment #ai #llm
The 70% problem: Hard truths about AI-assisted coding
A field guide and why we need to rethink our expectations
open.substack.com
December 27, 2024 at 12:54 PM
A very good piece on the limitations of using AI generated code.
We would do well to remember that the output of LLMs is only useful if it can be challenged with knowledge and experience #softwaredevelopment #ai #llm
We would do well to remember that the output of LLMs is only useful if it can be challenged with knowledge and experience #softwaredevelopment #ai #llm
Reposted by Johnny Breen
Taken Under the "Wing" of the Small Magellanic Cloud
December 5, 2024 at 3:37 PM
Taken Under the "Wing" of the Small Magellanic Cloud