Messages
12/6/2022
20 : 14
Data Elixir - Issue 415
ChatGPT tricks. Future of Python. ML and human-in-the-loop at Airbnb. Distributed SQLite. Modern-day programming. How to become an Analytics Engineer.
11/29/2022
20 : 24
Data Elixir - Issue 414
How to build a World Cup betting model. Demystifying Fourier analysis. Data wrangling w/ Julia. Rant from the trenches.
11/15/2022
17 : 55
Data Elixir - Issue 413
AR timeseries modeling. Python: good code, bad code. Functional analysis. Advanced NLP. Protecting privacy w/ federated learning.
11/8/2022
19 : 34
Data Elixir - Issue 412
Python+SQL: SpyQL. Forecasting principles and practice. A/B testing caveats and limitations. Bullet graphs. Simplifying MLOps.
11/1/2022
21 : 24
Data Elixir - Issue 411
Bayesian structural timeseries. Building data dictionaries. Visualization w/ Python. Dashboard design patterns.
10/25/2022
19 : 54
Data Elixir - Issue 410
Data Stack in a Box. Earth System Modeling. Guide to posterior predictions. DS interview book.
10/18/2022
18 : 44
Data Elixir - Issue 409
Monetizing internal tools. Experimentation platform in a day. Quarto Q/A. Quote extraction w/ NLP. Visualizing spatial data w/ Python.
10/11/2022
19 : 34
Data Elixir - Issue 408
State of AI 2022. Exploratory causal analysis. Data testing for Python. Chance encounters. RecSys 2022. Building platforms for DS.
10/4/2022
20 : 4
Data Elixir - Issue 407
ML-powered stock picking engine. K-Means Clustering explainer. How to use text in data viz. Counterfactual forecasting. SQLTutor.
9/27/2022
19 : 4
Data Elixir - Issue 406
Squishy data. Design principles for data analysis. How to explore large datasets. Anomaly detection at scale.
9/20/2022
19 : 55
Data Elixir - Issue 405
A Sequel to SQL? Linear regression visual explainer. Correlated features and ML models. Is a data leader role right for you?
9/13/2022
20 : 24
Data Elixir - Issue 404
On being a Data Lead. Data 'creation' vs. 'extraction.' Categorizing ML interpretability approaches. Mapping wind data.
9/6/2022
17 : 44
Data Elixir - Issue 403
Semantic layers: a deep dive. Communicating A/B test results. Using an attribution framework. Bayesian age-period-cohort models in Python.
8/30/2022
19 : 34
Data Elixir - Issue 402
Modeling and analytics for ⚽. Practical causal forecasting. Intro to data contracts. Expressive analytics w/ Python.
8/23/2022
19 : 44
Data Elixir - Issue 401
Homegrown auth w/ ML. Intro to backprop. Key-value DBs. GPT-3 for science. Data product canvas. R-spatial ecosystem.
8/16/2022
19 : 24
Data Elixir - Issue 400
Deep dive into SVD. Smart paywalls. Idea to funding. Bayesian inference at scale. Logistic regression explainer.
8/9/2022
19 : 34
Data Elixir - Issue 399
The 8 slide resume. Intro to streaming for data scientists. Random Forest explainer.
8/2/2022
19 : 4
Data Elixir - Issue 398
Building modern data teams. Art From Code. Jupyter for code development & publishing. DS guide to statistical genetics. Nuanced metrics.
7/26/2022
20 : 16
Data Elixir - Issue 397
Guide to sports analytics. Tensor Puzzles 🧩. Betting on data. DL for tabular data. Results vs Accuracy.
7/19/2022
19 : 14
Data Elixir - Issue 396
Coming up with research ideas. Tidy finance. Network analysis. Critical dataset studies. ML engineering reflections.