Daniel Gutierrez
@ddgutierrez.bsky.social
Data scientist, Principal AI Industry Analyst and Influencer - http://radicaldatascience.ai, having a blast teaching data science at UCLA #AI #DataScience #MachineLearning #Rstats
I’ll say it again: #RStats is still the best language for statistical modeling, especially in applied settings. Why?
— Native support for inference
— Elegant formulas
— Visual diagnostics baked into the workflow
#DataScience #MachineLearning
— Native support for inference
— Elegant formulas
— Visual diagnostics baked into the workflow
#DataScience #MachineLearning
November 25, 2025 at 9:52 PM
I’ll say it again: #RStats is still the best language for statistical modeling, especially in applied settings. Why?
— Native support for inference
— Elegant formulas
— Visual diagnostics baked into the workflow
#DataScience #MachineLearning
— Native support for inference
— Elegant formulas
— Visual diagnostics baked into the workflow
#DataScience #MachineLearning
Classiq and BQP Demonstrate Hybrid Quantum-Classical Breakthrough for Scalable Digital Twin and CFD Simulation with NVIDIA -- radicaldatascience.wordpress.com/2025/11/21/c...
#quantum
#quantum
Classiq and BQP Demonstrate Hybrid Quantum-Classical Breakthrough for Scalable Digital Twin and CFD Simulation with NVIDIA
Classiq, a leader for quantum computing software, announced a joint demonstration with BQP and NVIDIA that showcases an advancement in hybrid quantum-classical simulation for digital twin and compu…
radicaldatascience.wordpress.com
November 21, 2025 at 6:29 PM
Classiq and BQP Demonstrate Hybrid Quantum-Classical Breakthrough for Scalable Digital Twin and CFD Simulation with NVIDIA -- radicaldatascience.wordpress.com/2025/11/21/c...
#quantum
#quantum
You don’t need deep learning for every problem. You need:
— Clean data
— Clear framing
— Honest evaluation
Simplicity scales better than complexity that no one trusts.
#DataScience #MachineLearning #AI #RStats
— Clean data
— Clear framing
— Honest evaluation
Simplicity scales better than complexity that no one trusts.
#DataScience #MachineLearning #AI #RStats
November 21, 2025 at 5:25 PM
You don’t need deep learning for every problem. You need:
— Clean data
— Clear framing
— Honest evaluation
Simplicity scales better than complexity that no one trusts.
#DataScience #MachineLearning #AI #RStats
— Clean data
— Clear framing
— Honest evaluation
Simplicity scales better than complexity that no one trusts.
#DataScience #MachineLearning #AI #RStats
Editing my book has reminded me: We don't teach enough about model degradation over time. Even a perfect model will fade without maintenance. Model performance is not a destination—it’s a decaying asset.
#AI #DataScience #MachineLearning #RStats
#AI #DataScience #MachineLearning #RStats
November 20, 2025 at 7:15 PM
Editing my book has reminded me: We don't teach enough about model degradation over time. Even a perfect model will fade without maintenance. Model performance is not a destination—it’s a decaying asset.
#AI #DataScience #MachineLearning #RStats
#AI #DataScience #MachineLearning #RStats
Don't miss all the latest new!! AI News Briefs BULLETIN BOARD for November 2025 -- radicaldatascience.wordpress.com/2025/11/17/a...
#AI #DataScience #MachineLearning #GenAI #LLM
#AI #DataScience #MachineLearning #GenAI #LLM
AI News Briefs BULLETIN BOARD for November 2025
Welcome to the AI News Briefs Bulletin Board, a timely new channel bringing you the latest industry insights and perspectives surrounding the field of AI including deep learning, large language mod…
radicaldatascience.wordpress.com
November 20, 2025 at 6:20 PM
Don't miss all the latest new!! AI News Briefs BULLETIN BOARD for November 2025 -- radicaldatascience.wordpress.com/2025/11/17/a...
#AI #DataScience #MachineLearning #GenAI #LLM
#AI #DataScience #MachineLearning #GenAI #LLM
WOW! Bystro AI Launches “ChatGPT for your DNA” -- radicaldatascience.wordpress.com/2025/11/20/b...
#AI #GenAI #LLM #DNA #genome
#AI #GenAI #LLM #DNA #genome
Bystro AI Launches “ChatGPT for your DNA”
Backed by MassChallenge, the Boston startup is making it possible to talk to your DNA At MassChallenge this year, a group of Boston founders is doing something transformative: helping people actual…
radicaldatascience.wordpress.com
November 20, 2025 at 5:49 PM
Students often ask: “Is this model good enough?”
My reply: “For what?” AUC, precision, F1—none of them matter unless you know what decision you're informing. Always tie metrics to action.
#DataScience #MachineLearning #AI #RStats
My reply: “For what?” AUC, precision, F1—none of them matter unless you know what decision you're informing. Always tie metrics to action.
#DataScience #MachineLearning #AI #RStats
November 20, 2025 at 12:57 AM
Students often ask: “Is this model good enough?”
My reply: “For what?” AUC, precision, F1—none of them matter unless you know what decision you're informing. Always tie metrics to action.
#DataScience #MachineLearning #AI #RStats
My reply: “For what?” AUC, precision, F1—none of them matter unless you know what decision you're informing. Always tie metrics to action.
#DataScience #MachineLearning #AI #RStats
Generating some serious signal at #SC25! Building Huge, Affordable Vector Databases -- pliops.com/achieving-hu...
#AI #LightningAI #VectorSearch #LLMinference #VectorDB #AIInfrastructure #Pliops
#AI #LightningAI #VectorSearch #LLMinference #VectorDB #AIInfrastructure #Pliops
Scaling Vector Search on GPUs with LightningAI KV Storage | Pliops LightningAI
Learn about the data storage industry. Read more: Scaling Vector Search on GPUs with LightningAI KV Storage
pliops.com
November 19, 2025 at 5:13 PM
Generating some serious signal at #SC25! Building Huge, Affordable Vector Databases -- pliops.com/achieving-hu...
#AI #LightningAI #VectorSearch #LLMinference #VectorDB #AIInfrastructure #Pliops
#AI #LightningAI #VectorSearch #LLMinference #VectorDB #AIInfrastructure #Pliops
Is the Pliops × Zilliz Collaboration Compelling for the AI Industry? -- medium.com/@ddgutierrez...
#AI #GenAI #LLM #RAG
#AI #GenAI #LLM #RAG
Is the Pliops × Zilliz Collaboration Compelling for the AI Industry?
The emerging collaboration between Pliops and Zilliz is well-timed and strategically significant in the current GenAI landscape. As…
medium.com
November 18, 2025 at 6:08 PM
Is the Pliops × Zilliz Collaboration Compelling for the AI Industry? -- medium.com/@ddgutierrez...
#AI #GenAI #LLM #RAG
#AI #GenAI #LLM #RAG
Creating buzz at #SC25! Redefining KV-Cache Offload: How to enable cost-effective scaling for LLMs - pliops.com/how-pliops-l...
#AI #GenAI #RAG #LLM
#AI #GenAI #RAG #LLM
How Pliops LightningAI Redefines KV-Cache Offloading for Scalable GenAI | Pliops LightningAI
Learn about the data storage industry. Read more: How Pliops LightningAI Redefines KV-Cache Offloading for Scalable GenAI
pliops.com
November 18, 2025 at 5:20 PM
What’s the most underused function in base R that you still reach for? For me: table() — fast, simple, and always reveals something.
#RStats #DataScience #MachineLearning #AI
#RStats #DataScience #MachineLearning #AI
November 18, 2025 at 3:18 AM
What’s the most underused function in base R that you still reach for? For me: table() — fast, simple, and always reveals something.
#RStats #DataScience #MachineLearning #AI
#RStats #DataScience #MachineLearning #AI
BREAKING TODAY! Pliops Accelerates GenAI Data Access at SC25 and Announces Collaboration with Zilliz -- radicaldatascience.wordpress.com/2025/11/17/p...
@zilliz-universe.bsky.social #AI #RAG #vectordatabase #SC25 #GenAI
@zilliz-universe.bsky.social #AI #RAG #vectordatabase #SC25 #GenAI
Pliops Accelerates GenAI Data Access at SC25 and Announces Collaboration with Zilliz
Hardware-Accelerated Milvus Brings the Right Context at the Right Time, from Unlimited Data Sets at Affordable Prices Pliops is at Supercomputing 2025 (SC25) this week to showcase major advancement…
radicaldatascience.wordpress.com
November 17, 2025 at 4:03 PM
BREAKING TODAY! Pliops Accelerates GenAI Data Access at SC25 and Announces Collaboration with Zilliz -- radicaldatascience.wordpress.com/2025/11/17/p...
@zilliz-universe.bsky.social #AI #RAG #vectordatabase #SC25 #GenAI
@zilliz-universe.bsky.social #AI #RAG #vectordatabase #SC25 #GenAI
Prime Data Centers and Lambda Partner to Power the Next Era of Superintelligence with AI-Optimized Infrastructure in Southern California -- radicaldatascience.wordpress.com/2025/11/14/p...
#AI #DataCenters
#AI #DataCenters
Prime Data Centers and Lambda Partner to Power the Next Era of Superintelligence with AI-Optimized Infrastructure in Southern California
New deployment at LAX01, Vernon’s first AI-ready data center, delivers purpose-built, NVIDIA Blackwell infrastructure to accelerate the most advanced AI workloads Prime Data Centers, a leading inte…
radicaldatascience.wordpress.com
November 14, 2025 at 5:36 PM
Prime Data Centers and Lambda Partner to Power the Next Era of Superintelligence with AI-Optimized Infrastructure in Southern California -- radicaldatascience.wordpress.com/2025/11/14/p...
#AI #DataCenters
#AI #DataCenters
I still use R when I care about:
— statistical rigor
— quick EDA
— publication-ready graphics
Its design reflects how statisticians think, not just how coders write.
#DataScience #MachineLearning #AI #RStats
— statistical rigor
— quick EDA
— publication-ready graphics
Its design reflects how statisticians think, not just how coders write.
#DataScience #MachineLearning #AI #RStats
November 14, 2025 at 4:44 PM
I still use R when I care about:
— statistical rigor
— quick EDA
— publication-ready graphics
Its design reflects how statisticians think, not just how coders write.
#DataScience #MachineLearning #AI #RStats
— statistical rigor
— quick EDA
— publication-ready graphics
Its design reflects how statisticians think, not just how coders write.
#DataScience #MachineLearning #AI #RStats
Great new title written by University of Michigan analyst Christopher Gardner makes complex data architecture accessible for students and early-career IT professionals. Reads like a toolkit. Explains “why” and “how” the of logical data management wrt today’s AI use cases. #AI @oreilly.bsky.social
November 13, 2025 at 11:16 PM
Great new title written by University of Michigan analyst Christopher Gardner makes complex data architecture accessible for students and early-career IT professionals. Reads like a toolkit. Explains “why” and “how” the of logical data management wrt today’s AI use cases. #AI @oreilly.bsky.social
Most “data science” jobs don’t fail at the modeling stage. They fail at the:
— unclear objectives
— ambiguous metrics
— political friction
Data doesn’t speak for itself. It needs a translator.
#DataScience #MachineLearning #AI #RStats
— unclear objectives
— ambiguous metrics
— political friction
Data doesn’t speak for itself. It needs a translator.
#DataScience #MachineLearning #AI #RStats
November 12, 2025 at 11:00 PM
Most “data science” jobs don’t fail at the modeling stage. They fail at the:
— unclear objectives
— ambiguous metrics
— political friction
Data doesn’t speak for itself. It needs a translator.
#DataScience #MachineLearning #AI #RStats
— unclear objectives
— ambiguous metrics
— political friction
Data doesn’t speak for itself. It needs a translator.
#DataScience #MachineLearning #AI #RStats
BREAKING TODAY! Aryaka Announces Unified SASE as a Service 2.0, Evolving Platform for Era of AI and Hybrid Workforce -- radicaldatascience.wordpress.com/2025/11/12/a...
#AI #Security #SASE
#AI #Security #SASE
Aryaka Announces Unified SASE as a Service 2.0, Evolving Platform for Era of AI and Hybrid Workforce
Aryaka Unified SASE as a Service 2.0 introduces Universal ZTNA, AI>Secure, and other major new security capabilities Aryaka®, a leader in and first to deliver Unified SASE as a Service, today an…
radicaldatascience.wordpress.com
November 12, 2025 at 5:37 PM
BREAKING TODAY! Aryaka Announces Unified SASE as a Service 2.0, Evolving Platform for Era of AI and Hybrid Workforce -- radicaldatascience.wordpress.com/2025/11/12/a...
#AI #Security #SASE
#AI #Security #SASE
While editing the new edition of my book, I kept coming back to this: The real value isn’t in the model’s accuracy.
It’s in the clarity of its reasoning, and the trustworthiness of its assumptions.
#DataScience #MachineLearning #AI #RStats
It’s in the clarity of its reasoning, and the trustworthiness of its assumptions.
#DataScience #MachineLearning #AI #RStats
November 11, 2025 at 8:56 PM
While editing the new edition of my book, I kept coming back to this: The real value isn’t in the model’s accuracy.
It’s in the clarity of its reasoning, and the trustworthiness of its assumptions.
#DataScience #MachineLearning #AI #RStats
It’s in the clarity of its reasoning, and the trustworthiness of its assumptions.
#DataScience #MachineLearning #AI #RStats
BREAKING TODAY! Memgraph to Offer a Unique Toolkit for Non-Graph Users to Jumpstart Their Journey to Full GraphRAG AI Capability -- radicaldatascience.wordpress.com/2025/11/11/m...
#AI #RAG #graphdatabase
#AI #RAG #graphdatabase
Memgraph to Offer a Unique Toolkit for Non-Graph Users to Jumpstart Their Journey to Full GraphRAG AI Capability
New AI Graph Toolkit makes it 10x easier to port SQL and unstructured data into a knowledge graph Memgraph, a leader in open-source in-memory graph databases purpose-built for dynamic, real-time en…
radicaldatascience.wordpress.com
November 11, 2025 at 6:23 PM
BREAKING TODAY! Memgraph to Offer a Unique Toolkit for Non-Graph Users to Jumpstart Their Journey to Full GraphRAG AI Capability -- radicaldatascience.wordpress.com/2025/11/11/m...
#AI #RAG #graphdatabase
#AI #RAG #graphdatabase
Most ML failures aren’t technical. They’re:
— Versioning issues
— Poor stakeholder alignment
— Lack of monitoring
Data science ≠ Kaggle. It’s shipping, integrating, maintaining.
#DataScience #MachineLearning #AI #RStats
— Versioning issues
— Poor stakeholder alignment
— Lack of monitoring
Data science ≠ Kaggle. It’s shipping, integrating, maintaining.
#DataScience #MachineLearning #AI #RStats
November 10, 2025 at 5:23 PM
Most ML failures aren’t technical. They’re:
— Versioning issues
— Poor stakeholder alignment
— Lack of monitoring
Data science ≠ Kaggle. It’s shipping, integrating, maintaining.
#DataScience #MachineLearning #AI #RStats
— Versioning issues
— Poor stakeholder alignment
— Lack of monitoring
Data science ≠ Kaggle. It’s shipping, integrating, maintaining.
#DataScience #MachineLearning #AI #RStats
November is well under way with news galore! AI News Briefs BULLETIN BOARD for November 2025 -- radicaldatascience.wordpress.com/2025/11/07/a...
#AI #GenAI #LLM #DataScience #MachineLearning
#AI #GenAI #LLM #DataScience #MachineLearning
AI News Briefs BULLETIN BOARD for November 2025
Welcome to the AI News Briefs Bulletin Board, a timely new channel bringing you the latest industry insights and perspectives surrounding the field of AI including deep learning, large language mod…
radicaldatascience.wordpress.com
November 7, 2025 at 10:14 PM
November is well under way with news galore! AI News Briefs BULLETIN BOARD for November 2025 -- radicaldatascience.wordpress.com/2025/11/07/a...
#AI #GenAI #LLM #DataScience #MachineLearning
#AI #GenAI #LLM #DataScience #MachineLearning
aiOla unveils Drax, an open-source speech model with state-of-the-art accuracy and up to 5× faster than models from OpenAI and Alibaba -- radicaldatascience.wordpress.com/2025/11/07/a...
#AI #OpenSource
#AI #OpenSource
aiOla unveils Drax, an open-source speech model with state-of-the-art accuracy and up to 5× faster than models from OpenAI and Alibaba
aiOla, a voice-AI lab advancing speech recognition technology, is announcing Drax, an open-source AI model that brings flow-matching-based generative methods to speech. By rethinking how speech mod…
radicaldatascience.wordpress.com
November 7, 2025 at 5:29 PM
aiOla unveils Drax, an open-source speech model with state-of-the-art accuracy and up to 5× faster than models from OpenAI and Alibaba -- radicaldatascience.wordpress.com/2025/11/07/a...
#AI #OpenSource
#AI #OpenSource