140.776 - Statistical Computing at @jhubiostat.bsky.social @johnshopkinssph.bsky.social
Lecture 10 summary

140.776 - Statistical Computing at @jhubiostat.bsky.social @johnshopkinssph.bsky.social
Lecture 10 summary
Looking forward to EARL conference this week!
I'll be doing a keynote on Wednesday morning about code, collaboration, and community 📊
The October Research Feature has dropped. Laure Zanna launches the NYU Earth Systems Institute, Qihan Wang forces AI to forget, and more in this month’s feature: t.e2ma.net/webview/5yj8...
#datascience
Another regression homework completed! 🚀 Step by step, pandas, NumPy, linear regression, RMSE, regularization, and data preparation are starting to make much more sense.
#mlzoomcamp #LearningInPublic #DataScience
Today I compared validation RMSE for different regularization values. Testing different values helped me understand that model settings should be evaluated with validation data, not test data.
#mlzoomcamp #DataScience
Forecasting lung disease progression
https://thierrymoudiki.github.io/blog/2020/10/02/misc/r/osic-kaggle
📊 **NEAREST BY Join: Scaling Vector Search in Databricks Runtime**
Vector search originated as a serving problem. The classical use case is a chatbot...
📰 Source: Databricks
🔗 Link: https://www.databricks.com/blog/nearest-join-scaling-vector-search-databricks-runtime
An important lesson from my regression homework: when filling missing values with the mean, calculate the mean only from the training data. Using validation or test data can cause data leakage.
#mlzoomcamp #DataScience
Reconstruct, Practice, Go Real: Guided Self-Improvement for Embodied Agentic AI! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #ROS #Robotics #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless
geni.us/ReConstruct-...
Jev Fever: Predictive AI Is Superhot Again! @Forbes #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless
geni.us/Jev-LLM
geni.us/JEV-LLM
Quantum Sensing Across the Boundaries of a Spin Chain!
#BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Coding #100DaysofCode
A model can fit the observed data and still generalize poorly. Consider overfitting, validation, assumptions, and whether the sample represents the setting you want to discuss. wa.link/6zpdw8 #DataScience
Anthropic Says It Discovered a Crispr Like Gene System. Now What? @Wired
#BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang
geni.us/Anthropic-Wi...
geni.us/CRISPR-Techn...
geni.us/Claude-Biology
Statistical/Machine Learning explainability using Kernel Ridge Regression surrogates
https://thierrymoudiki.github.io/blog/2020/11/06/explainableml/r/misc/xai-krr-surrogate
TODAY is the last day to enroll in Master Agentic Data Science! We start tomorrow, Oct 6.
Learn to build reliable, spec-driven AI agent workflows with Hugo Bowne-Anderson, Thomas Wiecki, & Luca Fiaschi.
Sign up today: dub.sh/2FFdDvR
The Climate Risk Lab in Cape Town invites applications for its Data Science and Machine Learning Fellowship.
🎓 Open to recent PhD, MSc and Honours graduates in relevant quantitative fields.
⏳ Position open until filled.
🔗 buff.ly/iMHmIG8
#DataScience #MachineLearning #ClimateResearch #Fellowship
Practical Convolutional Neural Networks! #BigData #Analytics #DataScience #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode
geni.us/Practical-Co...
China Closes In on the US Frontier AI! More American Frontier AI Models Are Needed to Maintain the Lead!! #BigData #Analytics #DataScience #AI #MachineLearning
geni.us/China-Epoch
geni.us/China-Tech
MegaRAG: Stop Chunking Blindly, Start Reading Like a Human! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding
geni.us/MegaRAG