Messages
2/22/2022
20 : 24
Data Elixir - Issue 375
Data diff algorithms. Unbundling the data platform. Changing jobs? Watch for these 🚩🚩. Interactive canvas for Jupyter. Finding missing evidence.
2/15/2022
19 : 44
Data Elixir - Issue 374
Intro to design-based causal inference. Easy EDA for Pandas. Modeling with encrypted data. Data distribution shifts.
2/8/2022
20 : 24
Data Elixir - Issue 373
How data businesses work. Salaries dropping. ML monitoring research challenges. Python setup for DS. State of Data Viz.
2/1/2022
19 : 4
Data Elixir - Issue 372
Predicting experiments. 🟩🟩🟩🟩🟩. Intro to probabilistic programming. Future of the data warehouse. Bad stat critiques.
1/25/2022
19 : 34
Data Elixir - Issue 371
Research highlights of 2021. Faster Python. Too much data? SQL alternatives. Mistakes included. AI warfare.
1/18/2022
19 : 44
Data Elixir - Issue 370
ML: 2021 and beyond. State of ML in Julia. Bayesian Modeling w/ Python. Shiny databases. Lead scoring w/ logistic regression. Beautiful plotting in R.
1/11/2022
20 : 4
Data Elixir - Issue 369
Tactical career planning. The data-to-engineer ratio. ML generalization. Spiral graphs. DS management: the first year. Interview prep guide.
1/4/2022
20 : 4
Data Elixir - Issue 368
Top notebooks of 2021. ⚽ Analytics Review. On testing. Real-time ML. ML YouTube.
12/21/2021
19 : 14
Data Elixir - Issue 367
Top Python libraries in 2021. Essential visualization. Jupyter games. Life of an ML dataset. Data versioning.
12/14/2021
19 : 4
Data Elixir - Issue 366
Big data paradox. Data "scientists"...? ML playgrounds. Data serialisation in R. Building models like open-source software.
12/7/2021
19 : 24
Data Elixir - Issue 365
Consulting rates for DS. Tidy/Pandas visual tutors. State of Open Data. Unit testing in R. Mining the Pandora Papers.
11/30/2021
21 : 34
Data Elixir - Issue 364
Shuffling the cloud. Data for good, responsibly. Decision tree viz. Longform NLP pipelines. Controlling the job hunt.
11/23/2021
19 : 14
Data Elixir - Issue 363
Transformers from scratch. Open-source experiment tracker. Parameter exploration w/ Bayesian Optimization. Confidential computing.
11/16/2021
18 : 44
Data Elixir - Issue 362
Holistic decision-making. ROI of data work. The Data Librarian. Automated root cause analysis. Scientific visualization. When ML hates veggies.
11/9/2021
18 : 4
Data Elixir - Issue 361
Non-tech guide to interpretable ML. Avoiding data disasters. Beta regression. Measuring success. Better than box plots.
11/2/2021
16 : 14
Data Elixir - Issue 360
Data stack enigmas. Survival analysis. Time series regression w/ PyTorch. Survival analysis. Viz analysis & design.
10/26/2021
18 : 54
Data Elixir - Issue 359
Future of operational analytics. Interpreting A/B tests. GBT for spatial data. Data Viz superpowers. Intro to probability for DS.
10/19/2021
18 : 54
Data Elixir - Issue 358
Intro to wavelets. Breathing K-Means. Neural nets from scratch. What to learn. Generative art w/ R.
10/12/2021
18 : 44
Data Elixir - Issue 357
State of AI 2021. False positives. Bayesian optimization. Covid data glitches. Kernel algorithms. KPIs for ML classifiers.
10/5/2021
18 : 54
Data Elixir - Issue 356
The 2021 Data Landscape. Art of linear algebra. Human regression ensemble. SQLite Playground. Bullshit visualization. Intro to deep learning.