diff options
Diffstat (limited to 'docs/mllib-guide.md')
| -rw-r--r-- | docs/mllib-guide.md | 15 |
1 files changed, 7 insertions, 8 deletions
diff --git a/docs/mllib-guide.md b/docs/mllib-guide.md index 43772adcf2..3bc2b78060 100644 --- a/docs/mllib-guide.md +++ b/docs/mllib-guide.md @@ -66,15 +66,14 @@ We list major functionality from both below, with links to detailed guides. # spark.ml: high-level APIs for ML pipelines -**[spark.ml programming guide](ml-guide.html)** provides an overview of the Pipelines API and major -concepts. It also contains sections on using algorithms within the Pipelines API, for example: - -* [Feature extraction, transformation, and selection](ml-features.html) +* [Overview: estimators, transformers and pipelines](ml-intro.html) +* [Extracting, transforming and selecting features](ml-features.html) +* [Classification and regression](ml-classification-regression.html) * [Clustering](ml-clustering.html) -* [Decision trees for classification and regression](ml-decision-tree.html) -* [Ensembles](ml-ensembles.html) -* [Linear methods with elastic net regularization](ml-linear-methods.html) -* [Multilayer perceptron classifier](ml-ann.html) +* [Advanced topics](ml-advanced.html) + +Some techniques are not available yet in spark.ml, most notably dimensionality reduction +Users can seemlessly combine the implementation of these techniques found in `spark.mllib` with the rest of the algorithms found in `spark.ml`. # Dependencies |