[DOCUMENTATION] FINAL for v1.1.0

[oualib]

[DOC PART2 - FINAL]

We then need to do the following tasks:

• Remove the notebook archive, the script to generate the file due to the nested structure.
• Check and revert to SPHINX_DIRECTORY
• Remove the 1.0.x whatsnew.
• Create the 1.1.0 whatsnew.
• Compile the doc.
• Test the doc.

TODO:

• The links to the various elements of the user guide are inconsistent. The notebooks should follow a specific order. Additionally, some cell links are incorrect. For example, the LinearRegression link points to the UDF section. We need to double-check everything.
• Some parts of the user guide, such as Joins and Data Ingestion, Model Management are missing.
• Each user guide page (as well as Examples) should have "Next" and "Previous" buttons that link to the rest of the user guide.
• The Examples section should also be included in the left-side menu of the website, positioned just before the API Reference.
• Some customer testimonial logos are not the same size, and the display of the boxes may be buggy. We need to ensure that all boxes are uniform in size and that the images are consistent in their dimensions.
• Writing a detailed "What's New" section that highlights all the new features (many for this major - and also pointing out all the deprecations).
• Some elements are currently enclosed with a single backtick (`) or single quotation marks ('). They should be enclosed with double backticks (``) for consistency.
• Some links are broken, such as those for decode(), discretize(), and PCA. These need to be fixed for proper navigation.
• :py:mod:~verticapy.vDataFrames does not work. It needs a space before the "s".
• Update Vertica Doc page. Some links to the recents docs are missing.
• Some correlation matrices, such as the one for the Credit Card dataset, do not work properly. For large matrices, we should make them smaller and hide the digits. I believe we have options available to handle this.
• Adding blocks and images for Examples.