diff --git a/docs/apidocs/qiskit.finance.applications.ising.rst b/docs/apidocs/qiskit.finance.applications.ising.rst
new file mode 100644
index 0000000000..6a2bf3699a
--- /dev/null
+++ b/docs/apidocs/qiskit.finance.applications.ising.rst
@@ -0,0 +1,6 @@
+.. _qiskit-finance-applications-ising:
+
+.. automodule:: qiskit.finance.applications.ising
+   :no-members:
+   :no-inherited-members:
+   :no-special-members:
diff --git a/docs/apidocs/qiskit.finance.applications.rst b/docs/apidocs/qiskit.finance.applications.rst
new file mode 100644
index 0000000000..f00c75d1f9
--- /dev/null
+++ b/docs/apidocs/qiskit.finance.applications.rst
@@ -0,0 +1,6 @@
+.. _qiskit-finance-applications:
+
+.. automodule:: qiskit.finance.applications
+   :no-members:
+   :no-inherited-members:
+   :no-special-members:
diff --git a/qiskit/finance/__init__.py b/qiskit/finance/__init__.py
index c5b8bd88e0..d4bb4e4724 100644
--- a/qiskit/finance/__init__.py
+++ b/qiskit/finance/__init__.py
@@ -15,23 +15,39 @@
 ===============================================
 Qiskit's finance module (:mod:`qiskit.finance`)
 ===============================================
-This is the finance domain logic....
 
 .. currentmodule:: qiskit.finance
 
+This is the Qiskit`s finance module. There is an initial set of function here that
+will be built out over time. At present it has applications in the form of
+Ising Hamiltonians. Some financial uncertainty problem components and data providers
+which supply a source of financial data.
+
+.. autosummary::
+   :toctree: ../stubs/
+   :nosignatures:
+
+    QiskitFinanceError
+
+In addition to standard Python errors Qiskit's finance module will raise this error if
+circumstances are that it cannot proceed to completion.
+
 Submodules
 ==========
 
 .. autosummary::
    :toctree:
 
+   applications
    components
    data_providers
 
 """
 
+from .exceptions import QiskitFinanceError
 from ._logging import (get_qiskit_finance_logging,
                        set_qiskit_finance_logging)
 
-__all__ = ['get_qiskit_finance_logging',
+__all__ = ['QiskitFinanceError',
+           'get_qiskit_finance_logging',
            'set_qiskit_finance_logging']
diff --git a/qiskit/finance/applications/__init__.py b/qiskit/finance/applications/__init__.py
index 4317685c28..431ccdcda2 100644
--- a/qiskit/finance/applications/__init__.py
+++ b/qiskit/finance/applications/__init__.py
@@ -11,3 +11,22 @@
 # Any modifications or derivative works of this code must retain this
 # copyright notice, and modified files need to carry a notice indicating
 # that they have been altered from the originals.
+
+"""
+Finance applications (:mod:`qiskit.finance.applications`)
+=========================================================
+
+.. currentmodule:: qiskit.finance.applications
+
+Applications for Qiskit's finance module. The present set are in the form of
+Ising Hamiltonians.
+
+Submodules
+==========
+
+.. autosummary::
+   :toctree:
+
+   ising
+
+"""
diff --git a/qiskit/finance/applications/ising/__init__.py b/qiskit/finance/applications/ising/__init__.py
index 3e0f201270..523781278f 100644
--- a/qiskit/finance/applications/ising/__init__.py
+++ b/qiskit/finance/applications/ising/__init__.py
@@ -14,9 +14,9 @@
 
 
 """
-=======================================================
 Ising Models (:mod:`qiskit.finance.applications.ising`)
 =======================================================
+
 Ising models for finance problems
 
 .. currentmodule:: qiskit.finance.applications.ising
diff --git a/qiskit/finance/components/uncertainty_problems/__init__.py b/qiskit/finance/components/uncertainty_problems/__init__.py
index 25b9221b92..3297986cd6 100644
--- a/qiskit/finance/components/uncertainty_problems/__init__.py
+++ b/qiskit/finance/components/uncertainty_problems/__init__.py
@@ -2,7 +2,7 @@
 
 # This code is part of Qiskit.
 #
-# (C) Copyright IBM 2019.
+# (C) Copyright IBM 2019, 2020
 #
 # This code is licensed under the Apache License, Version 2.0. You may
 # obtain a copy of this license in the LICENSE.txt file in the root directory
@@ -16,8 +16,9 @@
 Uncertainty Problems (:mod:`qiskit.finance.components.uncertainty_problems`)
 ============================================================================
 These are finance specific Aqua Uncertainty Problems where they inherit from
-Aqua :class:`UncertaintyProblem`. As they rely on finance specific knowledge
-and/or functions they live here rather than in Aqua.
+Aqua :class:`~qiskit.aqua.components.uncertainty_problems.UncertaintyProblem`.
+Because they rely on finance specific knowledge and/or functions they are
+located here rather than in Aqua.
 
 .. currentmodule:: qiskit.finance.components.uncertainty_problems
 
diff --git a/qiskit/finance/data_providers/__init__.py b/qiskit/finance/data_providers/__init__.py
index d4bb9d18a5..96b51bfbde 100644
--- a/qiskit/finance/data_providers/__init__.py
+++ b/qiskit/finance/data_providers/__init__.py
@@ -2,7 +2,7 @@
 
 # This code is part of Qiskit.
 #
-# (C) Copyright IBM 2018, 2019.
+# (C) Copyright IBM 2018, 2020.
 #
 # This code is licensed under the Apache License, Version 2.0. You may
 # obtain a copy of this license in the LICENSE.txt file in the root directory
@@ -15,12 +15,15 @@
 """
 Data Providers (:mod:`qiskit.finance.data_providers`)
 =====================================================
-Providers of financial data...
 
 .. currentmodule:: qiskit.finance.data_providers
 
-Data Providers Base Class
-=========================
+A selection of providers for financial data. These may be backed by
+an external service that sources the actual data; please refer to the
+specific provider class below, for more information in that regard.
+
+Data Provider Base Class
+========================
 
 .. autosummary::
    :toctree: ../stubs/
@@ -28,8 +31,8 @@
 
    BaseDataProvider
 
-Data Provider Utilities
-=======================
+Data Provider Types
+===================
 
 .. autosummary::
    :toctree: ../stubs/
@@ -37,7 +40,6 @@
 
     DataType
     StockMarket
-    QiskitFinanceError
 
 Data Providers
 ==============
@@ -53,13 +55,13 @@
 
 """
 
-from ._base_data_provider import BaseDataProvider, DataType, StockMarket, QiskitFinanceError
+from ._base_data_provider import BaseDataProvider, DataType, StockMarket
 from .data_on_demand_provider import DataOnDemandProvider
 from .exchange_data_provider import ExchangeDataProvider
 from .wikipedia_data_provider import WikipediaDataProvider
 from .random_data_provider import RandomDataProvider
 
 __all__ = [
-    'BaseDataProvider', 'DataType', 'QiskitFinanceError', 'StockMarket', 'RandomDataProvider',
+    'BaseDataProvider', 'DataType', 'StockMarket', 'RandomDataProvider',
     'DataOnDemandProvider', 'ExchangeDataProvider', 'WikipediaDataProvider'
 ]
diff --git a/qiskit/finance/data_providers/_base_data_provider.py b/qiskit/finance/data_providers/_base_data_provider.py
index efd1ff87e9..26868495ec 100644
--- a/qiskit/finance/data_providers/_base_data_provider.py
+++ b/qiskit/finance/data_providers/_base_data_provider.py
@@ -20,16 +20,11 @@
 
 import numpy as np
 import fastdtw
-from qiskit.aqua import AquaError
+from ..exceptions import QiskitFinanceError
 
 logger = logging.getLogger(__name__)
 
 
-class QiskitFinanceError(AquaError):
-    """ Qiskit Finance Error """
-    pass
-
-
 # Note: Not all DataProviders support all stock markets.
 # Check the DataProvider before use.
 class StockMarket(Enum):
diff --git a/qiskit/finance/data_providers/data_on_demand_provider.py b/qiskit/finance/data_providers/data_on_demand_provider.py
index 1bffcee863..65a27c76e5 100644
--- a/qiskit/finance/data_providers/data_on_demand_provider.py
+++ b/qiskit/finance/data_providers/data_on_demand_provider.py
@@ -12,7 +12,7 @@
 # copyright notice, and modified files need to carry a notice indicating
 # that they have been altered from the originals.
 
-""" data on demand provider """
+""" NASDAQ Data on demand data provider. """
 
 from typing import Optional, Union, List
 import datetime
@@ -22,17 +22,17 @@
 import certifi
 import urllib3
 
-from qiskit.finance.data_providers import (BaseDataProvider,
-                                           StockMarket, QiskitFinanceError)
+from ._base_data_provider import BaseDataProvider, StockMarket
+from ..exceptions import QiskitFinanceError
 
 logger = logging.getLogger(__name__)
 
 
 class DataOnDemandProvider(BaseDataProvider):
-    """
-    Python implementation of an NASDAQ Data on Demand data provider.
+    """NASDAQ Data on Demand data provider.
+
     Please see:
-    https://github.com/Qiskit/qiskit-tutorials/qiskit/finance/data_providers/time_series.ipynb
+    https://github.com/Qiskit/qiskit-tutorials/blob/stable/0.14.x/qiskit/advanced/aqua/finance/data_providers/time_series.ipynb
     for instructions on use, which involve obtaining a NASDAQ DOD access token.
     """
 
diff --git a/qiskit/finance/data_providers/exchange_data_provider.py b/qiskit/finance/data_providers/exchange_data_provider.py
index bb09d8f53f..ad4ee9a1e9 100644
--- a/qiskit/finance/data_providers/exchange_data_provider.py
+++ b/qiskit/finance/data_providers/exchange_data_provider.py
@@ -12,23 +12,24 @@
 # copyright notice, and modified files need to carry a notice indicating
 # that they have been altered from the originals.
 
-""" exchange data provider """
+""" Exchange data provider. """
 
 from typing import Union, List
 import datetime
 import importlib
 import logging
 
-from qiskit.finance.data_providers import (BaseDataProvider,
-                                           StockMarket, QiskitFinanceError)
+from ._base_data_provider import BaseDataProvider, StockMarket
+from ..exceptions import QiskitFinanceError
 
 logger = logging.getLogger(__name__)
 
 
 class ExchangeDataProvider(BaseDataProvider):
-    """Python implementation of an Exchange Data provider.
+    """Exchange data provider.
+
     Please see:
-    https://github.com/Qiskit/qiskit-tutorials/qiskit/finance/data_providers/time_series.ipynb
+    https://github.com/Qiskit/qiskit-tutorials/blob/stable/0.14.x/qiskit/advanced/aqua/finance/data_providers/time_series.ipynb
     for instructions on use, which involve obtaining a Quandl access token.
     """
 
diff --git a/qiskit/finance/data_providers/random_data_provider.py b/qiskit/finance/data_providers/random_data_provider.py
index a67edb1c93..bcc6f34a0f 100644
--- a/qiskit/finance/data_providers/random_data_provider.py
+++ b/qiskit/finance/data_providers/random_data_provider.py
@@ -12,9 +12,7 @@
 # copyright notice, and modified files need to carry a notice indicating
 # that they have been altered from the originals.
 
-"""
-Python implementation of provider of mock stock-market data, which are generated pseudo-randomly.
-"""
+""" Pseudo-randomly generated mock stock-market data provider """
 
 from typing import Optional, Union, List
 import datetime
@@ -24,17 +22,14 @@
 import numpy as np
 import pandas as pd
 
-from qiskit.finance.data_providers import (BaseDataProvider,
-                                           StockMarket,
-                                           QiskitFinanceError)
+from ._base_data_provider import BaseDataProvider, StockMarket
+from ..exceptions import QiskitFinanceError
 
 logger = logging.getLogger(__name__)
 
 
 class RandomDataProvider(BaseDataProvider):
-    """
-    Python implementation of provider of mock stock-market data,
-    which are generated pseudo-randomly.
+    """Pseudo-randomly generated mock stock-market data provider.
     """
 
     def __init__(self,
diff --git a/qiskit/finance/data_providers/wikipedia_data_provider.py b/qiskit/finance/data_providers/wikipedia_data_provider.py
index c55fc8de0c..1954e4c141 100644
--- a/qiskit/finance/data_providers/wikipedia_data_provider.py
+++ b/qiskit/finance/data_providers/wikipedia_data_provider.py
@@ -12,7 +12,7 @@
 # copyright notice, and modified files need to carry a notice indicating
 # that they have been altered from the originals.
 
-""" wikipedia data provider """
+""" Wikipedia data provider. """
 
 from typing import Optional, Union, List
 import datetime
@@ -22,17 +22,19 @@
 import quandl
 from quandl.errors.quandl_error import NotFoundError
 
-from qiskit.finance.data_providers import (BaseDataProvider,
-                                           StockMarket, QiskitFinanceError)
+from ._base_data_provider import BaseDataProvider, StockMarket
+from ..exceptions import QiskitFinanceError
 
 logger = logging.getLogger(__name__)
 
 
 class WikipediaDataProvider(BaseDataProvider):
-    """Python implementation of a Wikipedia data provider.
+    """Wikipedia data provider.
+
     Please see:
-    https://github.com/Qiskit/qiskit-tutorials/qiskit/finance/data_providers/time_series.ipynb
-    for instructions on use."""
+    https://github.com/Qiskit/qiskit-tutorials/blob/stable/0.14.x/qiskit/advanced/aqua/finance/data_providers/time_series.ipynb
+    for instructions on use.
+    """
 
     def __init__(self,
                  token: Optional[str] = None,
diff --git a/qiskit/finance/exceptions.py b/qiskit/finance/exceptions.py
new file mode 100644
index 0000000000..bf38d80758
--- /dev/null
+++ b/qiskit/finance/exceptions.py
@@ -0,0 +1,22 @@
+# -*- coding: utf-8 -*-
+
+# This code is part of Qiskit.
+#
+# (C) Copyright IBM 2019, 2020.
+#
+# This code is licensed under the Apache License, Version 2.0. You may
+# obtain a copy of this license in the LICENSE.txt file in the root directory
+# of this source tree or at http://www.apache.org/licenses/LICENSE-2.0.
+#
+# Any modifications or derivative works of this code must retain this
+# copyright notice, and modified files need to carry a notice indicating
+# that they have been altered from the originals.
+
+""" Finance Exception """
+
+from qiskit.aqua.aqua_error import AquaError
+
+
+class QiskitFinanceError(AquaError):
+    """Class for errors returned by Qiskit's finance module."""
+    pass
diff --git a/qiskit/ml/__init__.py b/qiskit/ml/__init__.py
index 9a11d111b4..1593d75404 100644
--- a/qiskit/ml/__init__.py
+++ b/qiskit/ml/__init__.py
@@ -16,10 +16,13 @@
 ===================================================
 Qiskit's Machine Learning module (:mod:`qiskit.ml`)
 ===================================================
-This is the machine learning domain logic....
 
 .. currentmodule:: qiskit.ml
 
+This is the Qiskit`s machine learning module. There is an initial set of function here that
+will be built out over time. At present it has sample sets that can be used with
+Aqua's :mod:`~qiskit.aqua.algorithms.classifiers`.
+
 Submodules
 ==========
 
diff --git a/qiskit/optimization/applications/__init__.py b/qiskit/optimization/applications/__init__.py
index 638b605274..542eebbf99 100644
--- a/qiskit/optimization/applications/__init__.py
+++ b/qiskit/optimization/applications/__init__.py
@@ -13,8 +13,8 @@
 # that they have been altered from the originals.
 
 """
-Optimization applications (:mod:`qiskit.aqua.applications`)
-===========================================================
+Optimization applications (:mod:`qiskit.optimization.applications`)
+===================================================================
 
 .. currentmodule:: qiskit.optimization.applications
 
diff --git a/qiskit/optimization/applications/ising/__init__.py b/qiskit/optimization/applications/ising/__init__.py
index f13251435f..51d6fbc5c1 100644
--- a/qiskit/optimization/applications/ising/__init__.py
+++ b/qiskit/optimization/applications/ising/__init__.py
@@ -15,6 +15,7 @@
 """
 Ising Models (:mod:`qiskit.optimization.applications.ising`)
 ============================================================
+
 Ising models for optimization application problems
 
 .. currentmodule:: qiskit.optimization.applications.ising
diff --git a/test/finance/test_data_providers.py b/test/finance/test_data_providers.py
index 612e44d1ad..1d48cf7443 100644
--- a/test/finance/test_data_providers.py
+++ b/test/finance/test_data_providers.py
@@ -19,8 +19,8 @@
 from test.finance import QiskitFinanceTestCase
 import warnings
 import numpy as np
+from qiskit.finance import QiskitFinanceError
 from qiskit.finance.data_providers import (RandomDataProvider,
-                                           QiskitFinanceError,
                                            WikipediaDataProvider,
                                            StockMarket,
                                            DataOnDemandProvider,