Merge pull request #325 from v3io/development

Add MLRun and slight update to platform diagram

Author: gilad-shaham

README.md

@@ -20,9 +20,9 @@ The Iguazio Data Science Platform (**"the platform"**) is a fully integrated and
 The platform incorporates the following components:
 
 - A data science workbench that includes Jupyter Notebook, integrated analytics engines, and Python packages
-- Model management with experiments tracking and automated pipeline capabilities
+- **MLRun** for Model management with experiments tracking and automated pipeline capabilities
 - Managed data and machine-learning (ML) services over a scalable Kubernetes cluster
-- A real-time serverless functions framework — Nuclio
+- A real-time serverless functions framework for model serving (Nuclio)
 - An extremely fast and secure data layer that supports SQL, NoSQL, time-series databases, files (simple objects), and streaming
 - Integration with third-party data sources such as Amazon S3, HDFS, SQL databases, and streaming or messaging protocols
 - Real-time dashboards based on Grafana

assets/images/igz-self-service-platform.png

@@ -41,9 +41,9 @@
     "The platform incorporates the following components:\n",
     "\n",
     "- A data science workbench that includes Jupyter Notebook, integrated analytics engines, and Python packages\n",
-    "- Model management with experiments tracking and automated pipeline capabilities\n",
+    "- **MLRun** for Model management with experiments tracking and automated pipeline capabilities\n",
     "- Managed data and machine-learning (ML) services over a scalable Kubernetes cluster\n",
-    "- A real-time serverless functions framework — Nuclio\n",
+    "- A real-time serverless functions framework for model serving (Nuclio)\n",
     "- An extremely fast and secure data layer that supports SQL, NoSQL, time-series databases, files (simple objects), and streaming\n",
     "- Integration with third-party data sources such as Amazon S3, HDFS, SQL databases, and streaming or messaging protocols\n",
     "- Real-time dashboards based on Grafana\n",