Data Elixir - Data Elixir - Issue 409
ISSUE 409 · October 18, 2022InsightInternal tools make lousy startupsStarting a business around the internal tools you already know and use may sound like a good idea but, for a lot of reasons, it's probably not. This is a great post exploring all the reasons why, including ideas for a better way to approach a data startup. The State of Open Data 2022The State of Open Data 2022 report summarizes the survey results from over 5400 researchers regarding their attitudes towards and experiences with open data. There's a lot here, including articles from data experts at prominent organizations around the world. Sponsored LinkIMPACT 2022 | The Data Observability SummitJoin us on October 25-26th for IMPACT 2022, Monte Carlo's Annual Data Observability Summit. RSVP to hear from some of the industry’s most prominent voices, as well as the broader community of data leaders and architects paving the way forward for reliable data. Tutorials, Projects & OpinionsExperimentation Platform in a DayGreat post that walks through the essential building blocks of an experimentation platform. In most cases, an experimentation platform is easy to start building and doesn't need to be complicated. How the Guardian uses NLP for quote extractionA lot of media companies are experimenting with NLP to "modularize" content as reusable elements for different formats, such as podcasts and infographics. This post explores the challenge and how the data science team at the Guardian approached it using spaCy, Prodigy, and a human in the loop. Quarto QuestionsQuarto is an open-source publishing system that lets you create dynamic technical content using Python, R, Julia, and Observable. It's becoming popular fast, but if you're not already using it, this post is a nice introduction to Quarto that will help you decide if it's worth diving into and answer key questions along the way. The Data Liberation ProjectThe Data Liberation Project is a new initiative to identify, obtain, reformat, clean, document, publish, and disseminate government datasets of public interest. This is a project from Jeremy Singer-Vine, author of the Data Is Plural newsletter. It looks promising. How to make the most of item recommendationsInterested in learning more about item recommendations? Discover how Data Scientist Narendra Parigi experimented with complementary item recommendations on Adevinta’s e-commerce marketplaces. Read how to implement methodology, label data, create a pipeline and train the model. Read the blog Code & ToolsAccelerating JupyterLabThe next major release of JupyterLab will be significantly faster than previous versions. Here's a look at what to expect. CareerNew OpportunitiesThe Data Elixir Job Board currently has 35+ listings for remote positions, including roles for data scientists, data analysts, researchers, data architects, machine learning engineers, and more. The roles cover a variety of job levels, from mid-level to Director. Join the Data Elixir Talent Collective and get matched with opportunities that fit your specific interests. Let top companies apply to you. APPLY today 👉Data VisualizationMapping and Data Visualization with PythonThis is an intermediate-level course for creating static and dynamic visualizations with spatial data using Python. It's free, self-paced and organized as a collection of Jupyter notebooks. It covers a lot of ground, starting with an overview of the Python visualization landscape. Was this email forwarded to you? Sign up here >> |
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Data Elixir - Issue 408
Tuesday, October 11, 2022
State of AI 2022. Exploratory causal analysis. Data testing for Python. Chance encounters. RecSys 2022. Building platforms for DS.
Data Elixir - Issue 407
Tuesday, October 4, 2022
ML-powered stock picking engine. K-Means Clustering explainer. How to use text in data viz. Counterfactual forecasting. SQLTutor.
Data Elixir - Issue 406
Tuesday, September 27, 2022
Squishy data. Design principles for data analysis. How to explore large datasets. Anomaly detection at scale.
Data Elixir - Issue 405
Tuesday, September 20, 2022
A Sequel to SQL? Linear regression visual explainer. Correlated features and ML models. Is a data leader role right for you?
Data Elixir - Issue 404
Tuesday, September 13, 2022
On being a Data Lead. Data 'creation' vs. 'extraction.' Categorizing ML interpretability approaches. Mapping wind data.
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