Messages
7/12/2022
18 : 54
Data Elixir - Issue 395
Pandas anti-patterns. Python for data analysis. Team size & complexity. Success metrics. MLOps simplified. Data in wonderland. Careers in data viz.
7/5/2022
16 : 24
Data Elixir - Issue 394
Causal forecasting. ML exercises for pen and paper. Mixed effects models tutorial. Geo-based A/B testing.
6/28/2022
19 : 44
Data Elixir - Issue 393
What Julia gets right. ML stack trends. Scraped data: fair game? Things you should know about DBs. Investment research platform for DS.
6/21/2022
18 : 54
Data Elixir - Issue 392
Graph ML intro. JTBD for data teams. How to get data out of PDFs. Research highlights from Meta. Reproducible research workflows.
6/14/2022
19 : 4
Data Elixir - Issue 391
ML design patterns. Awesome data leadership. Faster Pandas. ML experimentation in VS Code.
6/7/2022
18 : 4
Data Elixir - Issue 390
Friendlier SQL. Decision Intelligence framework. Collective data rights.
5/31/2022
19 : 54
Data Elixir - Issue 389
The technical pay gap. DS: Foundations, Challenges, Opportunities. Existential threat of data quality. ML visual explainers.
5/24/2022
19 : 24
Data Elixir - Issue 388
Software development for DS. How random forests really work. Visualizing multicollinearity. ML for conservation.
5/17/2022
18 : 44
Data Elixir - Issue 387
Supervised clustering. Bandits for recommender systems. JavaScript for R. Teaching data science at scale.
5/10/2022
18 : 14
Data Elixir - Issue 386
Trusting your data. How to protect your models. How to hire for DS roles. Horizon charts.
5/3/2022
16 : 4
Data Elixir - Issue 385
Making data actionable. Using BIG AI models in a startup. From academia to industry. ML validity. Mental models for visualization.
4/26/2022
21 : 24
Data Elixir - Issue 384
Data tests. Null Island. Confidence intervals for ML classifiers. Containers for ML. Performance utilities for regression modeling.
4/19/2022
19 : 14
Data Elixir - Issue 383
Data teams: embedded or centralized? Unskilled and unaware of it. Counterfactual evaluation. Quant UX vs data science.
4/12/2022
18 : 44
Data Elixir - Issue 382
Quarto. ML notebook tutorials. Reproducible & trustworthy workflows. Real-world recommenders. Graph-based outlier detection.
4/5/2022
20 : 14
Data Elixir - Issue 381
Causal inference: core methods & tools. How to read papers. Data strategies with regular people. Preferences in recommenders.
3/29/2022
18 : 34
Data Elixir - Issue 380
Emerging data architectures. 200K+ Salaries. Advanced EDA w/ Python. Precision & Recall. ML-based causal inference.
3/22/2022
17 : 24
Data Elixir - Issue 379
Hard SQL interview questions. Imbalance detection. Real-world Prophet. Effective data teams. DS project quick-start. AI trends.
3/15/2022
18 : 54
Data Elixir - Issue 378
Open salaries. Foundations of causal inference. Data Apps. Data labelling. Jupyter everywhere.
3/8/2022
21 : 44
Data Elixir - Issue 377
Embrace complexity. ML for design. People analytics. MLOps is a mess. Algorithms for Decision Making. The evolving AI startup.
3/1/2022
20 : 44
Data Elixir - Issue 376
Active learning. Notebooks in production. Interpretable models. Probabilistic ML: Advanced Topics.