Serg 🤖 AI / Machine Learning / Data Science
LightNews LightNews
banner
serg-dot-ai.bsky.social
Serg 🤖 AI / Machine Learning / Data Science
@serg-dot-ai.bsky.social
120 followers 86 following 13 posts
Data Scientist in Ag 🌱 Environmentalist 🦥 Boba drinker🧋Bestselling Author 📚 of "Interpretable Machine Learning with Python" & upcoming "𝘿𝙄𝙔 𝘼𝙄" 🇨🇷→🇺🇸
Posts Replies Media Videos
serg-dot-ai.bsky.social
Key to making a successful agentic system (one of them 😅): match the “Shape Of Business & Customer Systems” - Vin Vashishta @ @datadaytexas.bsky.social
Knowledge Graphs & Ontologies The Expertise Required To Run The Business • The Shape Of Business & Oustomer Systems • The Business's Domain Knonledge • The Relationship Between Metrics & Outcomes • The Cornection Between Interventions & Outcomes • Structural "Causal" Models (Business Standards Alt Much Lower Than Scientific & Mathematical)
January 25, 2025 at 9:36 PM
serg-dot-ai.bsky.social
Insightful talk on validating LLM generated SQL with mathematical proofs - Ryan Wisnesky @ @datadaytexas.bsky.social
Four ways to compose SQL queries The mathematics of category theory tells us that there are four ways to compose SQL queries. This lets us build virtual data fabrics/meshes.
January 25, 2025 at 8:38 PM
serg-dot-ai.bsky.social
“Data Contracts are like a laser pointer and data observability is more like a flashlight” - Mark Freeman @ @datadaytexas.bsky.social
Common Question: Contracts vs. Observability Pala Contracis Data Observability Prevent specific data quality issues Highlight data quality trends Included in CI/CD workflow Compliments CI/CD workflow Informed by business logic Reflects how data captures business logic Targeted visibility Broad visibility Alerts before change Alerts after change gable
January 25, 2025 at 7:42 PM
serg-dot-ai.bsky.social
@chiphuyen.bsky.social delivered a masterclass on:

1. Why #AI engineering is product-first as opposed to #MachineLearning engineering
2. What anti patterns we should avoid in AI engineering
ML Engineering: Data → Product → Model Al Engineering: Product → Data → Model → Competitive advantages
January 25, 2025 at 5:15 PM
serg-dot-ai.bsky.social
“our thinking is outdated” because we must be aware of our limitations - @eevamaija.bsky.social

Great topic @ @datadaytexas.bsky.social #datadaytexas
OUR THINKING IS OUTDATED. Evolutionary beggere: • Survival required left-brain precision. • Long-term thinking was secondary. The Industrial Revolution prioritized efficiency over explontion. Our brain resists ambiguity, fevoring quick and detal ciented solutions.
January 25, 2025 at 5:10 PM
serg-dot-ai.bsky.social
I have to defend Apple here:
— Facebook is the Windows of social media sites - a graceless boomerville.
— Apple is like TikTok - elegant and youthful.
"Steve Jobs invented the iPhone, and now they're just sitting on it 20 years later... squeezing people instead of innovating"
January 18, 2025 at 3:38 PM