@@ -30,3 +30,43 @@ This lets {es} skip non-competitive hits, which often improves query speed.
3030In benchmarking tests, this sped up sorts on `long` fields by 10x.
3131
3232// end::notable-highlights[]
33+
34+ // tag::notable-highlights[]
35+ [float]
36+ ==== Simplifying and operationalizing machine learning
37+
38+ With the release of 7.6 the {stack} delivers an end-to-end {ml} pipeline
39+ providing the path from raw data to building, testing, and deploying {ml} models
40+ in production. Up to this point {ml} in the {stack} had primarily focused on
41+ unsupervised techniques by using sophisticated pattern recognition that builds
42+ time series models used for {anomaly-detect}. With the new {dfanalytics}, you
43+ can now use labelled data to train and test your own models, store those models
44+ as {es} indices, and use {ml-docs}/ml-inference.html[inference] to add predicted
45+ values to the indices based on your trained models.
46+
47+ One packaged model that we are releasing in 7.6 is
48+ {ml-docs}/ml-lang-ident.html[{lang-ident}]. If you have documents or sources
49+ that come in a variety of languages, {lang-ident} can be used to determine the
50+ language of text so you can improve the overall search relevance.
51+ {lang-ident-cap} is a trained model that can provide a prediction of the
52+ language of any text field.
53+ // end::notable-highlights[]
54+
55+ // tag::notable-highlights[]
56+ [float]
57+ ==== {ccs-cap} in {transforms}
58+
59+ {ref}/transforms.html[{transforms-cap}] can now use {ccs} (CCS) for the source
60+ index. Now you can have separate clusters (for example, project clusters) build
61+ entity-centric or feature indices against a primary cluster.
62+
63+ // end::notable-highlights[]
64+
65+ [float]
66+ === Learn more
67+
68+ Get more details on these features in the
69+ https://www.elastic.co/blog/elasticsearch-7-6-0-released[{es} 7.6 release blog].
70+ For a complete list of enhancements and other changes, check out the
71+ <<release-notes-7.6.0,{es} 7.6 release notes>>.
72+
0 commit comments