correct improper formatting and grammar

Author: jyaistMap

guide/02-api-overview/release_notes_230.ipynb

@@ -27,7 +27,6 @@
     "\n",
     "### [Guides](../)\n",
     "* [Deep Learning](../)\n",
-    "  * [Machine Learning Basics](../)\n",
     "  * [2D Computer Vision](../)\n",
     "    * [Other Imagery Topics](../)\n",
     "      * [How SR3 super-resolution works](../guide/how-sr3-works/)\n",
@@ -301,24 +300,24 @@
     "  * [`zonal_geometry_as_table()`](/python/api-reference/arcgis.raster.analytics.html#zonal_geometry_as_table)\n",
     "* [`create_viewshed()`](/python/api-reference/arcgis.raster.analytics.html#create-viewshed)\n",
     "  * Adds new parameters:\n",
-    "    * `vertical_error`\n",
-    "    * `refractivity_coefficient`\n",
-    "    * `horizontal_start_angle`\n",
-    "    * `horizontal_end_angle`\n",
-    "    * `vertical_upper_angle`\n",
-    "    * `vertical_lower_angle`\n",
+    "    * *vertical_error*\n",
+    "    * *refractivity_coefficient*\n",
+    "    * *horizontal_start_angle*\n",
+    "    * *horizontal_end_angle*\n",
+    "    * *vertical_upper_angle*\n",
+    "    * *vertical_lower_angle*\n",
     "* [`summarize_raster_within()`](/python/api-reference/arcgis.raster.analytics.html#summarize-raster-within)\n",
     "  * Adds options for *statistic_type* argument:\n",
     "    * *MAJORITY_COUNT*\n",
     "    * *MAJORITY_PERCENT*\n",
     "    * *MINORITY_COUNT*\n",
-    "    * *MINORITY_PERCENT\n",
+    "    * *MINORITY_PERCENT*\n",
     "* [`zonal_statistics_as_table()`](/python/api-reference/arcgis.raster.analytics.html#zonal-statistic-as-table)\n",
     "  * Adds options for *statistic_type* argument\n",
     "    * *MAJORITY_COUNT*\n",
     "    * *MAJORITY_PERCENT*\n",
     "    * *MINORITY_COUNT*\n",
-    "    * *MINORITY_PERCENT\n",
+    "    * *MINORITY_PERCENT*\n",
     "    * *MAJORITY_VALUE_COUNT_PERCENT*\n",
     "    * *MINORITY_VALUE_COUNT_PERCENT*\n",
     "    \n",
@@ -335,7 +334,7 @@
     "    * *MAJORITY_COUNT*\n",
     "    * *MAJORITY_PERCENT*\n",
     "    * *MINORITY_COUNT*\n",
-    "    * *MINORITY_PERCENT\n",
+    "    * *MINORITY_PERCENT*\n",
     "\n",
     "#### [`arcgis.raster.orthomapping`](/python/api-reference/arcgis.raster.orthomapping.html)\n",
     "* Adds error messaging when attempting to create an item from one which is not an Orthomapping Project\n",
@@ -355,7 +354,7 @@
     "  * [`LocateSettings`](/python/api-reference/arcgis.network.toc.html#locatesettings)\n",
     "* Adds enumeration:\n",
     "  * [`ToleranceUnits`](/python/api-reference/arcgis.network.toc.html#toleranceunits)\n",
-    "  * [`SolverType`](`ToleranceUnits`](/python/api-reference/arcgis.network.toc.html#solvertype)\n",
+    "  * [`SolverType`](/python/api-reference/arcgis.network.toc.html#solvertype)\n",
     "* Adds function:\n",
     "  * [`publish_routing_services()`](/python/api-reference/arcgis.network.toc.html#publish-routing-services)\n",
     "* Adds parameter documentation to `solve()` methods:\n",
@@ -375,7 +374,7 @@
     "* Adds parameter documentation for these parameters to all tools except `edit_vehicle_routing_problem` and `solve_vehicle_routing_problem`\n",
     "  * *accumulate attributes*\n",
     "  * *ignore_invalid_locations*\n",
-    "* Adds parameter documentation for this parameter to `generate_service_areas()`\n",
+    "* Adds parameter documentation to `generate_service_areas()`\n",
     "  * *exclude_sources_from_polygon_generation*\n",
     "\n",
     "#### [`arcgis.notebook`](https://next.sites.afd.arcgis.com/python/api-reference/arcgis.notebook.html)\n",
@@ -446,15 +445,15 @@
     "    * Adds *lazy loading* to all imports in module\n",
     "    * Adds warning to indicate if template is newer than the ArcGIS Enteprise \n",
     "  * [`WebExperience`](/python/api-reference/arcgis.apps.expbuilder.html#webexperience)\n",
-    "    * [`clone()`](/api-reference/arcgis.apps.expbuilder.html#arcgis.apps.expbuilder.expbuilder.WebExperience.clone\n",
+    "    * [`clone()`](/api-reference/arcgis.apps.expbuilder.html#arcgis.apps.expbuilder.expbuilder.WebExperience.clone)\n",
     "      * Adds deprecation message as items are now supported with *ContentManager.clone_items()*\n",
     "    \n",
     "#### [`arcgis.learn`](/python/api-reference/arcgis.learn.toc.html)\n",
     "* Adds error checking when *predict()* method run on unsupported multrispectral data\n",
     "* Adds error messaging when *sensitive_feature* argument is not of correct type when using `fairness_score()` method\n",
     "* [Data Preparation Methods](/python/api-reference/arcgis.learn.toc.html#data-preparation-methods)\n",
     "  * [`prepare_data()`](/python/api-reference/arcgis.learn.toc.html#prepare-data)\n",
-    "    * Updates *channels_of_interest* documentations description for PSETAE model\n",
+    "    * Updates *channels_of_interest* documentation description for PSETAE model\n",
     "    * Adds support for the *num_workers* argument for:\n",
     "      * [`ChangeDetector`](/python/api-reference/arcgis.learn.toc.html#changedetector)\n",
     "      * [`Pix2Pix`](/python/api-reference/arcgis.learn.toc.html#pix2pix)\n",
@@ -525,7 +524,6 @@
     "  * [Google Colaboratory](../guide/install-google-colab)\n",
     "    * Updates to instructions\n",
     "* [Deep Learning](../)\n",
-    "  * [Machine Learning Basics](../)\n",
     "  * [2D Computer Vision](../)\n",
     "    * [Object Detection](../)\n",
     "      * [YOLOv3 Object Detector](../guide/yolov3-object-detector)\n",
@@ -711,7 +709,7 @@
     "  * Fixes error in general code execution with certain *standard_geography_query* input\n",
     "  \n",
     "#### [`arcgis.geometry.functions`](/python/api-reference/arcgis.geometry.functions.html#functions)\n",
-    "* Fix BUG-000154257 where some functions returned a `The opertion was attempted on an empty geometry 400 error` when proper formatting not used for *offset_units* argument\n",
+    "* Fixes BUG-000154257 where some functions returned a `The opertion was attempted on an empty geometry 400 error` when proper formatting not used for *offset_units* argument\n",
     "\n",
     "#### [`arcgis.mapping`](/python/api-reference/arcgis.mapping.toc.html)\n",
     "* [Working with 2D Maps](/python/api-reference/arcgis.mapping.toc.html#working-with-2d-maps)\n",
@@ -739,7 +737,7 @@
     "#### [`arcgis.learn`](/python/api-reference/arcgis.learn.toc.html)\n",
     "* [Data Preparation Methods](/python/api-reference/arcgis.learn.toc.html#data-preparation-methods)\n",
     "  * [`estimate_batch_size()`](/python/api-reference/arcgis.learn.toc.html#estimate-batch-size)\n",
-    "    * Fixes issue where method overestimates in evaluations mode for some Object Detection models\n",
+    "    * Fixes issue where method overestimates in evaluation mode for some Object Detection models\n",
     "  * [`Transform3d`](/python/api-reference/arcgis.learn.toc.html#transform3d)\n",
     "    * Fixes *jitter* values to be float only\n",
     "* [Automated Machine Learning](/python/api-reference/arcgis.learn.toc.html#automated-machine-learning)\n",