Getting Started with Amazon Braket Hybrid Jobs (#940)

**Title:** Getting Started with Amazon Braket Hybrid Jobs 

**Summary:** This notebook provides an introduction to running hybrid
quantum-classical algorithms using PennyLane on Amazon Braket. With
Amazon Braket, you gain access to both real quantum devices and both
scalable classical compute, enabling you to push the boundaries of your
algorithm.

**Relevant references:**

**Possible Drawbacks:** 

**Related GitHub Issues:**

---------

Co-authored-by: KetpuntoG <[email protected]>
Co-authored-by: LucasSilbernagel <[email protected]>
Co-authored-by: Josh Izaac <[email protected]>
Co-authored-by: Isaac De Vlugt <[email protected]>

Author: 5 people

_static/authors/matthew_beach.png

@@ -0,0 +1,4 @@
+.. bio:: Matt Beach 
+   :photo: ../_static/authors/matthew_beach.png
+
+   Matthew Beach is an Applied Scientist at Amazon Braket. His research focuses on the intersection of machine learning and quantum physics with an emphasis on using computational methods to study many-body systems. 

_static/authors/matthew_beach.txt

@@ -0,0 +1,40 @@
+{
+    "title": "Getting started with the Amazon Braket Hybrid Jobs",
+    "authors": [
+        {
+            "id": "matthew_beach",
+            "id": "josh_izaac",
+            "id": "thomas_bromley"
+        }
+    ],
+    "dateOfPublication": "2023-10-16T00:00:00+00:00",
+    "dateOfLastModification": "2023-10-16T00:00:00+00:00",
+    "categories": [
+        "Devices and Performance"
+    ],
+    "tags": [],
+    "previewImages": [
+        {
+            "type": "thumbnail",
+            "uri": "/_images/thumbnail_getting_started_with_hybrid_jobs.png"
+        },
+        {
+            "type": "large_thumbnail",
+            "uri": "/_static/large_demo_thumbnails/thumbnail_large_getting_started_with_hybrid_jobs.png"
+        }
+    ],
+    "seoDescription": "Getting started with the Amazon Braket Hybrid Jobs",
+    "doi": "",
+    "canonicalURL": "/qml/demos/getting_started_with_hybrid_jobs",
+    "references": [],
+    "basedOnPapers": [],
+    "referencedByPapers": [],
+    "relatedContent": [],
+    "hardware": [
+        {
+            "id": "aws",
+            "link": "https://github.com/amazon-braket/amazon-braket-examples/tree/main/examples/hybrid_jobs",
+            "logo": "/_static/hardware_logos/aws.png"
+        }
+    ]
+}

_static/large_demo_thumbnails/thumbnail_large_getting_started_with_hybrid_jobs.png

@@ -117,6 +117,12 @@ Here you can discover the basic tools needed to use PennyLane through simple dem
     :description: :doc:`demos/circuits_as_fourier_series`
     :tags: fourier
 
+.. gallery-item::
+    :tooltip: Run variational algorithms on QPUs with Amazon Braket and PennyLane 
+    :figure: demonstrations/getting_started_with_hybrid_jobs/thumbnail_getting_started_with_hybrid_jobs.png
+    :description: :doc:`demos/getting_started_with_hybrid_jobs`
+    :tags: braket
+
 
 :html:`</div></div><div style='clear:both'>`
 
@@ -141,3 +147,4 @@ Here you can discover the basic tools needed to use PennyLane through simple dem
     demos/tutorial_qft_arithmetics
     demos/tutorial_phase_kickback
     demos/ibm_pennylane
+    demos/getting_started_with_hybrid_jobs