Add SingleStore AI Bootcamp : AI/ML Enablement template notebooks (#149)

* fix(notebook): suggestions after test usage

* fix(notebook): suggestions after ML sync

* add(image) : udf

* update flake 8 pre-commit version

* add NITs and suggestions

Author: bharathts07

.pre-commit-config.yaml

@@ -13,7 +13,7 @@ repos:
       - id: double-quote-string-fixer
       - id: requirements-txt-fixer
   - repo: https://github.com/PyCQA/flake8
-    rev: 5.0.4
+    rev: 7.1.1
     hooks:
       - id: flake8
         additional_dependencies: [flake8-typing-imports==1.12.0]

notebooks/ml-function-anomaly-detect/meta.toml

@@ -0,0 +1,13 @@
+[meta]
+authors=["bharath-swamy"]
+title="Demonstrate ML function Anomaly Detect"
+description="""\
+    Learn how to train an ML Anomaly Detect \
+    model and run it to predict the class of a set of time series inputs.
+    """
+icon="browser"
+difficulty="beginner"
+tags=["advanced", "notebooks", "python"]
+lesson_areas=["AI"]
+destinations=["spaces"]
+minimum_tier="standard"