From 63a73048d7d6b3b962de351606608bcf5c0db1f4 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?=
 <istvan.szabo@elastic.co>
Date: Mon, 5 Oct 2020 11:52:00 +0200
Subject: [PATCH 1/7] Fine-tunes ML related text on Metrics UI.

---
 .../components/ml/anomaly_detection/flyout_home.tsx         | 4 ++--
 .../components/ml/anomaly_detection/job_setup_screen.tsx    | 6 +++---
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/flyout_home.tsx b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/flyout_home.tsx
index 5b520084ebb74..237639fbf7beb 100644
--- a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/flyout_home.tsx
+++ b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/flyout_home.tsx
@@ -232,7 +232,7 @@ const CreateJobTab = (props: CreateJobTab) => {
             }
             description={
               <FormattedMessage
-                defaultMessage="Detect anomalies for memory usage and network traffic."
+                defaultMessage="Detect anomalies for memory usage and network traffic on hosts."
                 id="xpack.infra.ml.anomalyFlyout.create.hostDescription"
               />
             }
@@ -270,7 +270,7 @@ const CreateJobTab = (props: CreateJobTab) => {
             }
             description={
               <FormattedMessage
-                defaultMessage="Detect anomalies for memory usage and network traffic."
+                defaultMessage="Detect anomalies for memory usage and network traffic on Kubernetes Pods."
                 id="xpack.infra.ml.anomalyFlyout.create.k8sDescription"
               />
             }
diff --git a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
index c327d187f6bc2..3dbda1da33674 100644
--- a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
+++ b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
@@ -164,7 +164,7 @@ export const JobSetupScreen = (props: Props) => {
               <p>
                 <FormattedMessage
                   id="xpack.infra.ml.steps.setupProcess.description"
-                  defaultMessage="Answer the following questions to configure Machine Learning jobs for Metrics. These settings can not be changed once the jobs are created. You can recreate these jobs later; however, any previously detected anomalies will be removed as a result."
+                  defaultMessage="Settings can not be changed once the jobs are created. You can recreate these jobs later; however, any previously detected anomalies will be removed as a result."
                 />
               </p>
             </EuiText>
@@ -183,7 +183,7 @@ export const JobSetupScreen = (props: Props) => {
                 description={
                   <FormattedMessage
                     id="xpack.infra.ml.steps.setupProcess.when.description"
-                    defaultMessage="By default, Machine Learning jobs will analyze the past 4 weeks of data and continue to run indefinitely. You can specify a different start date, end date, or both. We recommend that you run jobs indefinitely."
+                    defaultMessage="By default, Machine Learning jobs analyze the past 4 weeks of data and continue to run indefinitely. You can specify a different start date, end date, or both. We recommend that you run jobs indefinitely."
                   />
                 }
               >
@@ -267,7 +267,7 @@ export const JobSetupScreen = (props: Props) => {
             <EuiButton fill={true} fullWidth={false} onClick={createJobs}>
               <FormattedMessage
                 id="xpack.infra.ml.steps.setupProcess.enableButton"
-                defaultMessage="Enable Jobs"
+                defaultMessage="Enable jobs"
               />
             </EuiButton>
           </EuiFlexItem>

From 2379ecc226a84d8940afb0f9e2f2b1046f33f10c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?=
 <istvan.szabo@elastic.co>
Date: Mon, 5 Oct 2020 12:19:40 +0200
Subject: [PATCH 2/7] Shortens explanatory text.

---
 .../components/ml/anomaly_detection/job_setup_screen.tsx      | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
index 3dbda1da33674..ac06d05c41668 100644
--- a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
+++ b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
@@ -164,7 +164,7 @@ export const JobSetupScreen = (props: Props) => {
               <p>
                 <FormattedMessage
                   id="xpack.infra.ml.steps.setupProcess.description"
-                  defaultMessage="Settings can not be changed once the jobs are created. You can recreate these jobs later; however, any previously detected anomalies will be removed as a result."
+                  defaultMessage="Settings can not be changed once the jobs are created. You can recreate jobs anytime. In this case, the previously detected anomalies will be removed."
                 />
               </p>
             </EuiText>
@@ -183,7 +183,7 @@ export const JobSetupScreen = (props: Props) => {
                 description={
                   <FormattedMessage
                     id="xpack.infra.ml.steps.setupProcess.when.description"
-                    defaultMessage="By default, Machine Learning jobs analyze the past 4 weeks of data and continue to run indefinitely. You can specify a different start date, end date, or both. We recommend that you run jobs indefinitely."
+                    defaultMessage="By default, Machine Learning jobs analyze the past 4 weeks of data and continue to run indefinitely."
                   />
                 }
               >

From 20f9b053a2e43befa5e873f017aa167d1e709d07 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?=
 <istvan.szabo@elastic.co>
Date: Mon, 5 Oct 2020 18:15:31 +0200
Subject: [PATCH 3/7] Apply suggestions from code review

Co-authored-by: Lisa Cawley <lcawley@elastic.co>
---
 .../components/ml/anomaly_detection/job_setup_screen.tsx      | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
index ac06d05c41668..def4e408506e7 100644
--- a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
+++ b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
@@ -164,7 +164,7 @@ export const JobSetupScreen = (props: Props) => {
               <p>
                 <FormattedMessage
                   id="xpack.infra.ml.steps.setupProcess.description"
-                  defaultMessage="Settings can not be changed once the jobs are created. You can recreate jobs anytime. In this case, the previously detected anomalies will be removed."
+                  defaultMessage="Settings can not be changed once the jobs are created. You can recreate jobs anytime. In this case, the previously detected anomalies are removed."
                 />
               </p>
             </EuiText>
@@ -183,7 +183,7 @@ export const JobSetupScreen = (props: Props) => {
                 description={
                   <FormattedMessage
                     id="xpack.infra.ml.steps.setupProcess.when.description"
-                    defaultMessage="By default, Machine Learning jobs analyze the past 4 weeks of data and continue to run indefinitely."
+                    defaultMessage="By default, machine learning jobs analyze the past 4 weeks of data and continue to run indefinitely."
                   />
                 }
               >

From 16b645c3633ba8047205d06cd36a230b8917dde4 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?=
 <istvan.szabo@elastic.co>
Date: Mon, 5 Oct 2020 18:18:48 +0200
Subject: [PATCH 4/7] Removes capitalization from machine learning in title.

---
 .../components/ml/anomaly_detection/job_setup_screen.tsx        | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
index def4e408506e7..3f47f419ab25a 100644
--- a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
+++ b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
@@ -124,7 +124,7 @@ export const JobSetupScreen = (props: Props) => {
         <EuiTitle size="m">
           <h2>
             <FormattedMessage
-              defaultMessage="Enable Machine Learning for {nodeType}"
+              defaultMessage="Enable machine learning for {nodeType}"
               id="xpack.infra.ml.aomalyFlyout.jobSetup.flyoutHeader"
               values={{ nodeType: props.jobType }}
             />

From 10fac6aa2e454f943b6f715cb7cc684a7d1791f9 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?=
 <istvan.szabo@elastic.co>
Date: Mon, 5 Oct 2020 18:27:43 +0200
Subject: [PATCH 5/7] Shortens partition field helper text.

---
 .../components/ml/anomaly_detection/job_setup_screen.tsx        | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
index 3f47f419ab25a..f935c6bfd087d 100644
--- a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
+++ b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
@@ -216,7 +216,7 @@ export const JobSetupScreen = (props: Props) => {
                 description={
                   <FormattedMessage
                     id="xpack.infra.ml.steps.setupProcess.partition.description"
-                    defaultMessage="Partitions allow you to build independent models for different groups of data that share similar behavior. For example, you may want to build seperate models for machine type or cloud availability zone so that anomalies are not weighted equally across groups."
+                    defaultMessage="Partitions enable you to build independent models for groups of data that share similar behavior. For example, you can partition by machine type or cloud availability zone."
                   />
                 }
               >

From c6c9e669dc86b1ce7c3461a4513e917a193eabdb Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?=
 <istvan.szabo@elastic.co>
Date: Tue, 6 Oct 2020 08:17:25 +0200
Subject: [PATCH 6/7] Update
 x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx

Co-authored-by: Lisa Cawley <lcawley@elastic.co>
---
 .../components/ml/anomaly_detection/job_setup_screen.tsx        | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
index f935c6bfd087d..520c771de9fed 100644
--- a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
+++ b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
@@ -164,7 +164,7 @@ export const JobSetupScreen = (props: Props) => {
               <p>
                 <FormattedMessage
                   id="xpack.infra.ml.steps.setupProcess.description"
-                  defaultMessage="Settings can not be changed once the jobs are created. You can recreate jobs anytime. In this case, the previously detected anomalies are removed."
+                  defaultMessage="Settings can not be changed once the jobs are created. You can recreate jobs anytime, however, the previously detected anomalies are removed."
                 />
               </p>
             </EuiText>

From 8d5beccbc07832bfbad747200c6199a7d3fdd9d6 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?=
 <istvan.szabo@elastic.co>
Date: Tue, 6 Oct 2020 08:18:34 +0200
Subject: [PATCH 7/7] Update
 x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx

---
 .../components/ml/anomaly_detection/job_setup_screen.tsx        | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
index 520c771de9fed..92b21d676c9bb 100644
--- a/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
+++ b/x-pack/plugins/infra/public/pages/metrics/inventory_view/components/ml/anomaly_detection/job_setup_screen.tsx
@@ -183,7 +183,7 @@ export const JobSetupScreen = (props: Props) => {
                 description={
                   <FormattedMessage
                     id="xpack.infra.ml.steps.setupProcess.when.description"
-                    defaultMessage="By default, machine learning jobs analyze the past 4 weeks of data and continue to run indefinitely."
+                    defaultMessage="By default, machine learning jobs analyze the last 4 weeks of data and continue to run indefinitely."
                   />
                 }
               >