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9/14/2021 7:04:28 PM
Data Elixir - Issue 353
Full stack DS. The Great Resignation. The Puzzle Of ⚽ Analytics. Media mix modeling. Streaming data ML. What's an OLAP cube?
9/21/2021 7:04:28 PM
Data Elixir - Issue 354
Salary report. Percentile approximation. Horizon Plots for ggplot2. Timezone madness. Modern BI. Participatory data stewardship.
9/28/2021 7:24:29 PM
Data Elixir - Issue 355
Top places to work. Start w/o ML. Beyond bar charts. Diminishing returns.
10/26/2021 6:54:27 PM
Data Elixir - Issue 359
Future of operational analytics. Interpreting A/B tests. GBT for spatial data. Data Viz superpowers. Intro to probability for DS.
4/12/2022 6:44:28 PM
Data Elixir - Issue 382
Quarto. ML notebook tutorials. Reproducible & trustworthy workflows. Real-world recommenders. Graph-based outlier detection.
4/26/2022 9:24:53 PM
Data Elixir - Issue 384
Data tests. Null Island. Confidence intervals for ML classifiers. Containers for ML. Performance utilities for regression modeling.
5/10/2022 6:14:27 PM
Data Elixir - Issue 386
Trusting your data. How to protect your models. How to hire for DS roles. Horizon charts.
5/24/2022 7:24:28 PM
Data Elixir - Issue 388
Software development for DS. How random forests really work. Visualizing multicollinearity. ML for conservation.
6/28/2022 7:44:27 PM
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.
7/19/2022 7:14:27 PM
Data Elixir - Issue 396
Coming up with research ideas. Tidy finance. Network analysis. Critical dataset studies. ML engineering reflections.
7/26/2022 8:16:19 PM
Data Elixir - Issue 397
Guide to sports analytics. Tensor Puzzles 🧩. Betting on data. DL for tabular data. Results vs Accuracy.
8/9/2022 7:34:27 PM
Data Elixir - Issue 399
The 8 slide resume. Intro to streaming for data scientists. Random Forest explainer.
8/23/2022 7:44:28 PM
Data Elixir - Issue 401
Homegrown auth w/ ML. Intro to backprop. Key-value DBs. GPT-3 for science. Data product canvas. R-spatial ecosystem.
9/6/2022 5:44:27 PM
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.
9/20/2022 7:55:59 PM
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?
10/18/2022 6:44:26 PM
Data Elixir - Issue 409
Monetizing internal tools. Experimentation platform in a day. Quarto Q/A. Quote extraction w/ NLP. Visualizing spatial data w/ Python.
10/25/2022 7:54:33 PM
Data Elixir - Issue 410
Data Stack in a Box. Earth System Modeling. Guide to posterior predictions. DS interview book.
12/20/2022 7:44:27 PM
Data Elixir - Issue 417
High-dimensional probability. 2023 conferences. Breaking the winner's curse. TikTok's recommender secrets. Working with spatial data.
1/10/2023 7:44:26 PM
Data Elixir - Issue 419
Matrices and graphs. Visualization trends. SQL tells a human story. Combining R and Python. Flow fields tutorial. ML cheatsheets.
1/24/2023 7:24:29 PM
Data Elixir - Issue 421
Crafting a career. Pandas coding assistant. Google Research trends. DS cheatsheets. Framework for effective ML. Proximity analysis.
1/20/2023 3:34:44 AM
Data Elixir - Issue 420
Modern Polars. GPT from scratch. Predictions via mixed models. ML for weather and climate. GNU Octave for Jupyter.
1/31/2023 7:24:32 PM
Data Elixir - Issue 422
Illustrated pandas. Simpson's paradox. How to approach resumes. The GPT analyst. Accelerating A/B tests.
1/3/2023 6:14:27 PM
Data Elixir - Issue 418
Top Python libraries in 2022. Soccer ⚽ Analytics Review. computing the eigendecomposition and SVD. How Shapley values work. Spatial data analysis with Python.
2/7/2023 8:04:27 PM
Data Elixir - Issue 423
Faster A/B decisions. Soccer Analytics Handbook. Getting started with LLMs. Floating point problems. Critiquing data viz.
2/14/2023 7:44:27 PM
Data Elixir - Issue 424
Big Data is dead. GPT from scratch. How to be incognito in 2023. Sports analytics. Intro to geospatial data.
12/13/2022 7:54:50 PM
Data Elixir - Issue 416
Data as a product. AI in industry. Unintended biases. ML for Sheets. Understanding convolutions in probability.
12/6/2022 8:14:27 PM
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.
3/21/2023 5:14:28 PM
Data Elixir - Issue 429
SQL Tutor 🤖. Structured text tools. Intro to Central Limit Theorem. Bayesian Decision Analysis. Web scraping with R. Jupyter maps.
11/29/2022 8:24:33 PM
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 5:55:06 PM
Data Elixir - Issue 413
AR timeseries modeling. Python: good code, bad code. Functional analysis. Advanced NLP. Protecting privacy w/ federated learning.
4/11/2023 7:34:36 PM
Data Elixir - Issue 431
Testing analytics code. Polars for initial data analysis. State of AI in 14 charts. R games. Data viz with ChatGPT.
4/25/2023 8:55:59 PM
Data Elixir - Issue 433
ML design patterns. Analysis with SQLite and Python. A/B testing resources. Performant tidy code. How to run surveys.
4/19/2023 5:23:10 AM
Data Elixir - Issue 432
The Data Delusion. Time series analysis. Equalized Odds in ML. Making decisions with data. How to build reproducible pipelines with R.
11/8/2022 7:34:28 PM
Data Elixir - Issue 412
Python+SQL: SpyQL. Forecasting principles and practice. A/B testing caveats and limitations. Bullet graphs. Simplifying MLOps.
5/2/2023 6:45:10 PM
Issue 434
p values for A/B tests? Synthetic data. Understanding LLMs. Awesome ggplot2 🕶️.
5/9/2023 6:24:27 PM
Data Elixir - Issue 435
Demand forecasting. Cookbook for Self-Supervised Learning. Mojo, a hot new programming language. Causal inference for data analysis. Optical illusions in viz.
5/16/2023 7:44:30 PM
Data Elixir - Issue 436
privateGPT. Julia 1.9 highlights. Built on probability. Tidy Finance. Python packaging.
5/23/2023 7:54:52 PM
Data Elixir - Issue 437
How db indexes work. ML vs climate change. Word salad. Guide to MLOps. Intro to data viz for the web.
11/1/2022 9:24:28 PM
Data Elixir - Issue 411
Bayesian structural timeseries. Building data dictionaries. Visualization w/ Python. Dashboard design patterns.
10/11/2022 7:34:26 PM
Data Elixir - Issue 408
State of AI 2022. Exploratory causal analysis. Data testing for Python. Chance encounters. RecSys 2022. Building platforms for DS.
6/13/2023 8:04:28 PM
Data Elixir - Issue 440
NFL Analytics. Sequential testing. Data + Music. Managing generative AI risks. FinGPT: open-source LLM for finance. Data exploration toolkit.
6/20/2023 6:24:30 PM
Data Elixir - Issue 441
Julia programming for ML. Spatial statistics. Raincloud plots. Artifact corrections for effect sizes. Perils of faking data in Excel. Private LLMs for DB interactions.
6/27/2023 7:44:48 PM
Data Elixir - Issue 442
Polars cookbook. LLM-powered autonomous agents. Time series with ML. Scalable & extensible viz. ML system design.
6/12/2023 3:15:27 AM
Data Elixir - Issue 439
Data podcasts. What are embeddings? Road trip maps. Dependency management. The {marginaleffects} book. A first course in causal inference.