| Index: generated/googleapis_beta/README.md
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| diff --git a/generated/googleapis_beta/README.md b/generated/googleapis_beta/README.md
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| index 5eeb3e3d17e1914fe01a7d2a26ff58318bf470d9..a172d17095ec23f63ff4e8292c1f2594362126ca 100644
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| --- a/generated/googleapis_beta/README.md
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| +++ b/generated/googleapis_beta/README.md
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| @@ -70,7 +70,7 @@ package.
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| ####  Ad Exchange Buyer API II - adexchangebuyer2 v2beta1
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| -Accesses the latest features for managing Ad Exchange accounts and Real-Time Bidding configurations and auction metrics.
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| +Accesses the latest features for managing Ad Exchange accounts, Real-Time Bidding configurations and auction metrics, and Marketplace programmatic deals.
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| Official API documentation: https://developers.google.com/ad-exchange/buyer-rest/guides/client-access/
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| @@ -119,7 +119,7 @@ Official API documentation: https://cloud.google.com/dataflow
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| ####  Google Cloud Dataproc API - dataproc v1beta1
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| -Manages Hadoop-based clusters and jobs on Google Cloud Platform.
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| +An API for managing Hadoop-based clusters and jobs on Google Cloud Platform.
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| Official API documentation: https://cloud.google.com/dataproc/
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| @@ -160,12 +160,18 @@ Google Cloud Natural Language API provides natural language understanding techno
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| Official API documentation: https://cloud.google.com/natural-language/
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| -####  Google Cloud Logging API - logging v2beta1
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| +####  Stackdriver Logging API - logging v2beta1
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| -Writes log entries and manages your logs, log sinks, and logs-based metrics.
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| +Writes log entries and manages your Stackdriver Logging configuration.
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| Official API documentation: https://cloud.google.com/logging/docs/
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| +####  Google Cloud Machine Learning - ml v1beta1
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| +
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| +An API to enable creating and using machine learning models.
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| +
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| +Official API documentation: https://cloud.google.com/ml/
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| +
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| ####  Google Proximity Beacon API - proximitybeacon v1beta1
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| Registers, manages, indexes, and searches beacons.
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| @@ -186,7 +192,7 @@ Official API documentation: https://developers.google.com/compute/docs/instance-
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| ####  Google Compute Engine Instance Group Updater API - replicapoolupdater v1beta1
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| -Updates groups of Compute Engine instances.
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| +[Deprecated. Please use compute.instanceGroupManagers.update method. replicapoolupdater API will be disabled after December 30th, 2016] Updates groups of Compute Engine instances.
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| Official API documentation: https://cloud.google.com/compute/docs/instance-groups/manager/#applying_rolling_updates_using_the_updater_service
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