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[LDA] Fix minor typos #71

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Nov 27, 2017
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Original file line number Diff line number Diff line change
Expand Up @@ -327,7 +327,7 @@
"job_name = job_name_prefix + timestamp\n",
"\n",
"\n",
"# set up the parameters for the SageMaker create_raining_job call. This includes\n",
"# set up the parameters for the SageMaker create_training_job call. This includes\n",
"# things like\n",
"# * which algorithm image to use\n",
"# * algorithm hyperparameters\n",
Expand Down Expand Up @@ -519,7 +519,7 @@
"source": [
"## Create Endpoint\n",
"\n",
"Finally, we use the endpoint configuration to create a SageMaker LDA hosting enpoint."
"Finally, we use the endpoint configuration to create a SageMaker LDA hosting endpoint."
]
},
{
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Original file line number Diff line number Diff line change
Expand Up @@ -3,8 +3,8 @@
An introductory notebook on using Amazon SageMaker to train and use LDA models.

<p align="center">
<img src="https://github.com/awslabs/amazon-sagemaker-examples/blob/lda_topic_modeling/introduction_to_amazon_algorithms/lda_topic_modeling/img/img_documents.png">
<img src="https://github.com/awslabs/amazon-sagemaker-examples/blob/lda_topic_modeling/introduction_to_amazon_algorithms/lda_topic_modeling/img/img_topics.png">
<img src="https://github.com/awslabs/amazon-sagemaker-examples/blob/master/introduction_to_amazon_algorithms/lda_topic_modeling/img/img_documents.png">
<img src="https://github.com/awslabs/amazon-sagemaker-examples/blob/master/introduction_to_amazon_algorithms/lda_topic_modeling/img/img_topics.png">
</p>

## References
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Original file line number Diff line number Diff line change
Expand Up @@ -549,7 +549,7 @@
"job_name = job_name_prefix + timestamp\n",
"\n",
"\n",
"# set up the parameters for the SageMaker create_raining_job call. This includes\n",
"# set up the parameters for the SageMaker create_training_job call. This includes\n",
"# things like\n",
"# * which algorithm image to use\n",
"# * algorithm hyperparameters\n",
Expand Down Expand Up @@ -824,7 +824,7 @@
"source": [
"## Create Endpoint\n",
"\n",
"Finally, we use the endpoint configuration to create a SageMaker LDA hosting enpoint."
"Finally, we use the endpoint configuration to create a SageMaker LDA hosting endpoint."
]
},
{
Expand Down
4 changes: 2 additions & 2 deletions scientific_details_of_algorithms/lda_topic_modeling/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -3,8 +3,8 @@
A scientific deep dive on Amazon SageMaker for training and using LDA models.

<p align="center">
<img src="https://github.com/awslabs/amazon-sagemaker-examples/blob/lda_topic_modeling/scientific_details_of_algorithms/lda_topic_modeling/img/img_documents.png">
<img src="https://github.com/awslabs/amazon-sagemaker-examples/blob/lda_topic_modeling/scientific_details_of_algorithms/lda_topic_modeling/img/img_topics.png">
<img src="https://github.com/awslabs/amazon-sagemaker-examples/blob/master/scientific_details_of_algorithms/lda_topic_modeling/img/img_documents.png">
<img src="https://github.com/awslabs/amazon-sagemaker-examples/blob/master/scientific_details_of_algorithms/lda_topic_modeling/img/img_topics.png">
</p>

## References
Expand Down