Data Elixir - Data Elixir - Issue 356
ISSUE 356 · October 5, 2021TrendsThe 2021 Machine Learning, AI and Data LandscapeMatt Turck's annual deep dive into the data and AI ecosystem is a tour de force of the key trends and players that are shaping data's future. There's a LOT here but it's very well-organized, starting with a high-level view of the ecosystem and where things are going. Start there! The Exponential AgeIt's hard for us to fathom exponential change but our inability to do so could tear apart businesses, economies and the fabric of society. And, on the other hand, the gap between the old way of thinking and the exponential way of thinking is where all the opportunity is. Sponsored LinkAnnouncing Pinecone 2.0 and the Free PlanPinecone is a fully managed vector database that makes it easy to add vector search to production applications. Use it to build semantic text search, image/audio search, recommendation systems, and more into your applications. Learn more and get started today→ Tutorials, Projects & OpinionsThe human regression ensembleFor simple problems, you might not need fancy algorithms. "Just stare hard at the data, use your intuition, and make a guess." Here's a fun experiment that shows how a best guess might actually do when compared against common machine learning algorithms. SQLite PlaygroundSQLime is an online SQLite playground for debugging and sharing SQL snippets. It's kind of like JSFiddle or CodePen, but for SQL instead of JavaScript. You can connect to any database and queries are saved as private GitHub gists within your own account so the data stays private. Why Embedded Analytics Is the Future of Data UtilizationDiscover the value your company can derive by embedding analytics in ResourcesThe Art of Linear AlgebraAwesome, visual approach to thinking about linear algebra. Based on Gilbert Strang's Linear Algebra for Everyone. Yann LeCun’s Deep Learning Course - Spring 2021Yann LeCun's introduction to deep learning is gold for anyone interested in getting started in deep learning. It's tailored for remote learning and includes a complete set of lectures, slides, notes, and Jupyter notebooks. Free. Data VisualizationAnalyzing Time Series DataThis new tutorial series explores ways to visualize data that changes over time. Topics include chart selection, forecast analysis, correlation, date patterns and more. This looks like an awesome series with lots of screenshots, code snippets, and useful discussion that concludes with a live, online workshop with the authors. Towards a Theory of Bullshit VisualizationThis paper explores the idea that a lot of visualizations these days "do not have even the common decency to intentionally lie but are totally unconcerned about the state of the world or any practical utility." In other words, they're just bullshit. This is an insightful read with lots of examples of commonly missed perceptions. To find specific content from prior issues or to research topics, check out the searchable Archives on Data Elixir's Search Page >> |
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Data Elixir - Issue 355
Tuesday, September 28, 2021
Top places to work. Start w/o ML. Beyond bar charts. Diminishing returns.
Data Elixir - Issue 354
Tuesday, September 21, 2021
Salary report. Percentile approximation. Horizon Plots for ggplot2. Timezone madness. Modern BI. Participatory data stewardship.
Data Elixir - Issue 353
Tuesday, September 14, 2021
Full stack DS. The Great Resignation. The Puzzle Of ⚽ Analytics. Media mix modeling. Streaming data ML. What's an OLAP cube?
Data Elixir - Issue 352
Tuesday, September 7, 2021
Clever matrices. Best practices for recommenders. Software design for data scientists. Gentle intro to GNNs. Decision Making at Netflix.
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Sunday, September 5, 2021
Latest Issue Data Elixir logo September 5, 2021 Hey, it's Lon at Data Elixir. Thanks for signing up for the newsletter. If you work with data, I think you're going to love this. Data Elixir
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