Fix/minor fixes (Yorko#733)

* minor fixes * add arguments to seaborn jointplot; update poetry (jsonschema still fails with format-nongpl absent in 3.2.0)
phase7 · Jan 16, 2023 · 8478cc8 · 8478cc8
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diff --git a/img/ods_stickers_1900_432.jpg b/img/ods_stickers_1900_432.jpg
diff --git a/mlcourse_ai_jupyter_book/book/prereqs/software_devops.md b/mlcourse_ai_jupyter_book/book/prereqs/software_devops.md
@@ -98,7 +98,7 @@ _Note: this may take a long time, about an hour, to play around with a toy examp
 
 Then, open the HTML file located at `mlcourse_ai_jupyter_book/_build/html/index.html.`
 
-You can also download any [mlcourse.ai](mlcourse.ai) page as a Jupyter Notebook and run it yourself:
+You can also download any [mlcourse.ai](https://mlcourse.ai) page as a Jupyter Notebook and run it yourself:
 
 
 ```{figure} /_static/img/download_as_jupyter.png

diff --git a/mlcourse_ai_jupyter_book/book/topic02/topic02_visual_data_analysis.md b/mlcourse_ai_jupyter_book/book/topic02/topic02_visual_data_analysis.md
@@ -320,7 +320,7 @@ Using the same function, we can also get a smoothed version of our bivariate dis
 
 ```{code-cell} ipython3
 sns.jointplot(
-    "Total day minutes", "Total night minutes", data=df, kind="kde", color="g"
+    x="Total day minutes", y="Total night minutes", data=df, kind="kde", color="g"
 );
 ```
 

diff --git a/mlcourse_ai_jupyter_book/book/topic08/topic08_sgd_hashing_vowpal_wabbit.md b/mlcourse_ai_jupyter_book/book/topic08/topic08_sgd_hashing_vowpal_wabbit.md
@@ -850,3 +850,4 @@ This section has been moved to Kaggle, please explore [this Notebook](https://ww
 - "Command-line Tools can be 235x Faster than your Hadoop Cluster" [post](https://adamdrake.com/command-line-tools-can-be-235x-faster-than-your-hadoop-cluster.html)
 - Benchmarking various ML algorithms on Criteo 1TB dataset on [GitHub](https://github.com/rambler-digital-solutions/criteo-1tb-benchmark)
 - [VW on FastML.com](http://fastml.com/blog/categories/vw/)
+q