Data Science & Developer Roadmaps with Chat & Free Learning Resources
Data Sources
Here are places you can get data sets to analyze (for class projects, fun and profit!) Data Market Infochimps Data.gov Factual.com I’m sure there are a ton more…would love to hear from people.
Read more at Simply Statistics | Find similar documentsDiscover public data with the Data Source Handbook
I’m pleased to announce that the Data Source Handbook is now available from O’Reilly. It’s a compact ebook guide to the most useful APIs and bulk data sets I’ve found, packed with examples and advice....
Read more at Pete Warden's blog | Find similar documentsVarious data sources in Data Science — Overview and Usage
The core of data science is data. All decision making is data-driven in the present world which makes data and its usage an important element in organizations. From Analysing the health data in…
Read more at Analytics Vidhya | Find similar documentsWhat’s in the data?
Unpacking the most popular open-source dataset used in LDM safety Text-to-image (T2I) generative AI models have revolutionized content creation by transforming text into photorealistic and imaginativ...
Read more at Towards AI | Find similar documentsThe Best Data is Free Data, Of Course
Commonly used data repositories for data science projects are Kaggle and the UCI Machine Learning Repository. However, many of the datasets available there are synthetic and not representative of the…...
Read more at Towards Data Science | Find similar documentsStacked Pandas Bar Chart from US COVID-19 API Data
In the data science world, you often deal with many different types of data sources. These range from structured data sources like a comma separated file or a database to unstructured data sources…
Read more at Analytics Vidhya | Find similar documentsThe source of the cake dataset
In statistics, there are a number of classic datasets that pop up in examples, tutorials, etc. There’s the infamous iris dataset (just type iris in your nearest R prompt), the Palmer penguins (the mod...
Read more at R-bloggers | Find similar documentsJoining Data Sources
Most “data science” in the real world involves creating a data set, a visualization, an application that requires pulling and joining data from very different sources to tell a cohesive story. Moving…...
Read more at Towards Data Science | Find similar documentsThe ideal data source and activities for developing data skills: Yourself
The ideal data source for developing data skills: Yourself An introduction to self-tracking and personal science Image by the author. I teach introductory data courses in a graduate program where stu...
Read more at Towards Data Science | Find similar documentsData Ingestion from 5 Major Data Sources using Python
Learn how to ingest data from 5 Major data sources using python. These data sources are RDBMS database, CSV, Parquet, XML, and CSV.
Read more at Towards AI | Find similar documentsTop five(ish) sources of ecological data
As you’re learning R, it can be hard to come up with data sets that you can practice with. Though many of us have our own data, those might not always be in the best format to do what we want. Our own...
Read more at R-bloggers | Find similar documentsWhere is the data?
One of the hardest things, when you are working with a new dataset, is to discover the most important features for predicting your target, and also, where you can find new sources of information that…...
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