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Commits on Nov 3, 2019

• Splitting data/README into courses-books.md

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• Splitting data/README into database.md

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• Splitting data/README into data-exploratory-analysis.md, feature-engineering.md and feature-selection.md

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• Splitting data/README in multiple markdown files: notebooks.md, model-analysis-interpretation-explainability.md and frameworks-checklists.md

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• Splitting data/README into model-analysis-interpretation-explainability.md

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• Splitting data/README into datasets.md and data-preparation.md

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Commits on Oct 23, 2019

• Adding the footer to each of the split pages

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• Data: Splitting README.md into statistics.md

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• NLP, Statistics, Probability: adding links to various sections across the repo

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Commits on Oct 16, 2019

• Removing ? from the filename, as it might be blocking git users on Windows

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Commits on Oct 10, 2019

• Collapsing the http(s) links into markdown links

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• Adding a number of Dataiku resources for learning and exploration purposes

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• Adding a new Feature selection and Feature Engineering link, reorganising the Data page

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Commits on Oct 7, 2019

• Update data-generation.md

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Commits on Oct 1, 2019

• Adding links from the Data Science channel to the various areas in the repo, thanks Amin

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Commits on Sep 23, 2019

• Adding links from Chris Albon (@chrisalbon) to various sections, thank you Chris. Also thanks to @zszazi for making us aware of such an amazing resource

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Commits on Sep 11, 2019

• Adding video to Dean's talk to the repo

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Commits on Sep 8, 2019

• Added ML with Data Science focus to Data area

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Commits on Aug 29, 2019

• Adding more talks from the London Machine Learning Meetup

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• Adding Anita Faul's talk and book links to the Data section

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Commits on Aug 28, 2019

• Adding links from various sources, meetups and talks

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Commits on Aug 18, 2019

• Valohia: adding slack channel to the README pages of data and cloud-devops-infra

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Commits on Aug 12, 2019

• Post model-creation analysis, ML interpretation/explainability: adding the 3 papers mentioned at the GCP meetup on SHAP and Integrated Gradients

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• Adding the About Valohai page under Programs and tools

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Commits on Aug 9, 2019

• Adding data related links (ready dataset and data generation service)

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Commits on Jul 15, 2019

• Backlinked Dataiku example from the Dataiku tools description page

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Commits on Jul 8, 2019

• Fixed the link to old presentation link and also added link to Do we know our data... presentation

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Commits on Jul 7, 2019

• Addding Post model-creation analysis, ML interpretation/explanability resources to the main section and the data page

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• Adding stats hypothesis tutorial from ML Mastery (Jason Brown) to Stats related sections and cross-linking the sections

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Commits on Jul 4, 2019

• Reorganising and adding presentations under the respective section in the README

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• Moved notebook from examples/data/notebooks to notebooks/data

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• Updated the back links from the individual programs to the main page, and correct spelling progams -> programs

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Commits on May 22, 2019

• Added link to eBook: How to Succeed in Data Science from the good chaps at @bitgrit-official

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Commits on May 1, 2019

• Added a number of topics under Feature Engineering in the Data section

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• Added the DS problems template from @bitgrit-official to the data section

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