Resources

Due to the broad definition of Data Science, the number of resources on the field is huge (and keeps growing). In this section you will find a selection of the best data science resources classified by type of resource. The goal is to keep an archive of everything we found useful and interesting.

If this is your first time in All Data Science, or if you prefer to have a guide detailed by topic, we recommend you to first check our start page.

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Resources index:

1. Data Science links
2. Data Science books
3. Data Science videos
4. Data Science courses
5. Data Science websites
6. Data Science podcasts
7. Data Science software
8. Data Science datasets
9. Data Science influencers
10. Data Science formal education


Data Science motivation links:

Data Science description links:

Data Science history links:

Data Science mistakes links:

Data Science several links:


2. Data Science books

Data Science introduction books:

Statistics introduction books:

Machine Learning introduction books:


3. Data Science videos

Data Science introduction videos:


4. Data Science courses

Data Science introduction courses:


5. Data Science websites


6. Data Science podcasts


7. Data Science software

Programming/Coding software:

Databases software:

Visualization and reporting software:

Big Data software:

  • Hadoop – The Apache Software Foundation
  • Spark – The Apache Software Foundation

8. Data Science datasets


9. Data Science influencers


10. Data Science formal education

 


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