Typos fix in "1_aer_provider" (#1169)

* Typo fix in 1_aer_provider.ipynb

The "The Aer Provider" subsection has the following typo "viwed" which ought to be "viewed".

* Another typo fix

Changed "teh" to "the".

Co-authored-by: SooluThomas <[email protected]>

Author: hizqial

tutorials/simulators/1_aer_provider.ipynb

@@ -42,7 +42,7 @@
    "source": [
     "## The Aer Provider\n",
     " \n",
-    "The `Aer` provider contains a variety of high performance simulator backends for a variety of simulation methods. The available backends on the current system can be viwed using `Aer.backends`"
+    "The `Aer` provider contains a variety of high performance simulator backends for a variety of simulation methods. The available backends on the current system can be viewed using `Aer.backends`"
    ]
   },
   {
@@ -98,7 +98,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "The default behavior of teh `AerSimulator` backend is to mimic the execution of an actual device. If a `QuantumCircuit` containing measurements is run it will return a count dictionary containing the final values of any classical registers in the circuit. The circuit may contain gates, measurements, resets, conditionals, and other custom simulator instructions that will be discussed in another notebook."
+    "The default behavior of the `AerSimulator` backend is to mimic the execution of an actual device. If a `QuantumCircuit` containing measurements is run it will return a count dictionary containing the final values of any classical registers in the circuit. The circuit may contain gates, measurements, resets, conditionals, and other custom simulator instructions that will be discussed in another notebook."
    ]
   },
   {