Udemy Build an AWS Machine Learning Pipeline for Object Detection BOOKWARE-BLZiSO
Udemy Build an AWS Machine Learning Pipeline for Object Detection BOOKWARE-BLZiSO | Apps-Tutorials | MOV,MP4,URL | 8.37 GiB
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NFO:
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: A iSoStorm is comin' :
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.prouldy presents.
Build an AWS Machine Learning
Pipeline for Object Detection
release date.: 01/11/26 disks........: 01
supplier.....: Bill os...........: Win
cracker......: Bill protection...: Bill
.;Program info;.
Welcome to the ultimate course on creating a scalable, secure,
complex machine learning pipeline with Sagemaker, Step Functions,
and Lambda functions. In this course, we will cover all the necessary
steps to create a robust and reliable machine learning pipeline, from
data preprocessing to hyperparameter tuning for object detection.
We will start by introducing you to the basics of AWS Sagemaker, a
fully-managed service that provides developers and data scientists
with the ability to build, train, and deploy machine learning models
quickly and easily. You will learn how to use Sagemaker to preprocess
and prepare your data for machine learning, as well as how to build
and train your own machine learning models using Sagemaker's
built-in algorithms.
Next, we will dive into AWS Step Functions, which allow you to
coordinate and manage the different steps of your machine learning
pipeline. You will learn how to create a scalable, secure, and robust
machine learning pipeline using Step Functions, and how to use Lambda
functions to trigger your pipeline's different steps.
In addition, we will cover deep learning related topics, including
how to use neural networks for object detection, and how to use
hyperparameter tuning to optimize your machine learning models for
different use cases.
Finally, we will walk you through the creation of a web application
that will interact with your machine learning pipeline. You will
learn how to use React, Next.js, Express, and MongoDB to build a web
app that will allow users to submit data to your pipeline, view the
results, and track the progress of their jobs.
By the end of this course, you will have a deep understanding of how
to create a scalable, secure, complex machine learning pipeline using
Sagemaker, Step Functions, and Lambda functions. You will also have
the skills to build a web app that can interact with your pipeline,
opening up new possibilities for how you can use your machine learning
models to solve real-world problems.
https://www.udemy.com/course/build-an-aws-machine-learning-pipeline-for-object-detection
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File List:
9.8G Build an AWS Machine Learning Pipeline for Object Detection 573M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 10_Setting up Batch Transformation 164M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 10_Setting up Batch Transformation/88.Setting up Batch Transformation Job locally first.mp4 96M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 10_Setting up Batch Transformation/89.Starting our Batch Transformation Job.mp4 106M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 10_Setting up Batch Transformation/90.Analysing our Batch Transformation Job.mp4 209M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 10_Setting up Batch Transformation/91.Visualising Batch Transformation Results.mp4 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 10_Setting up Batch Transformation/92.Look at this lesson if you have trouble with the Visualisations.html 2.0G Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline 13M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/100.JSON output Format.mp4 82M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/101.Creating Cleaning Batch output Lambda Function Part 1.mp4 155M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/102.Creating Cleaning Batch output Lambda Function Part 2.mp4 71M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/103.Configuring our Step Function Part 1.mp4 70M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/104.Configuring our Step Function Part 2.mp4 57M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/105.Configuring our Step Function Part 3.mp4 18M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/106.Upload Test Data to S3.mp4 20M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/107.Testing our Step Function.mp4 32M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/108.Fixing Errors.mp4 9.5M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/109.Testing our Step Function with the Corrections.mp4 18M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/110.Verifying that our Step Function Ran Successfully.mp4 7.9M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/111.Donwloading our JSON file from S3.mp4 85M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/112.Using Event Bridge to set up Cron Job for our Machine Learning Pipeline.mp4 8.3M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/113.Verify that the Cron Job works.mp4 37M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/114.Verifying that our Pipeline Ran Successfully.mp4 6.0M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/115.Setting up Production Notebook.mp4 31M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/116.Extending Our Machine Learning Pipeline.mp4 73M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/117.Coding our Process Job Notebook Part 1.mp4 94M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/118.Coding our Process Job Notebook Part 2.mp4 114M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/119.Coding our Process Job Notebook Part 3.mp4 171M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/120.Coding our Process Job Notebook Part 4.mp4 400K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/121.Verifying that the Images have been Saved Properly.html 154M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/122.Productionizing our Notebook Part 1.mp4 150M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/123.Productionizing our Notebook Part 2.mp4 53M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/124.Verify that the Entire Machine Learning Pipeline works.mp4 38M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/125.Deleted Unused items from Sagemaker EFS.mp4 720K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/93.Read this Before Watching the Next Lesson.html 135M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/94.Setting up AWS Step Function.mp4 16M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/95.Verify that CloudFormation has worked.mp4 88M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/96.Configure Batch Transform Lambda Part 1.mp4 78M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/97.Configure Batch Transform Lambda Part 2.mp4 53M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/98.Create Check Batch Transform Job Lambda.mp4 46M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 11_Setting Up Our Machine Learning Pipeline/99.Fixing typos and Syntax Erros.mp4 607M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 12_Creating our Web Application 6.9M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 12_Creating our Web Application/126.Clone the Web Application from Github.mp4 34M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 12_Creating our Web Application/127.Setup MongoDB.mp4 41M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 12_Creating our Web Application/128.Connect to MongoDB and get AWS Credentials.mp4 5.2M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 12_Creating our Web Application/129.Configuring Env file.mp4 6.6M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 12_Creating our Web Application/130.Install Node modules.mp4 8.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 12_Creating our Web Application/131-Resources 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 12_Creating our Web Application/131-Resources/Next.JS — How To Proxy To Backend Server - by Bhargav Bachina - Bachina Labs - Medium.url 143M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 12_Creating our Web Application/131.MERN app Walkthrough Part 1.mp4 52M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 12_Creating our Web Application/132.MERN app Walkthrough Part 2.mp4 200M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 12_Creating our Web Application/133.MERN app Walkthrough Part 3.mp4 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 12_Creating our Web Application/134.Output Images Explanation.html 95M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 12_Creating our Web Application/135.MERN app Walkthrough Part 4.mp4 27M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 12_Creating our Web Application/136.MERN app Walkthrough Part 5.mp4 78M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 13_Outro 70M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 13_Outro/137.Clean Up Resources.mp4 1.1M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 13_Outro/138.If you still have Charges.html 7.1M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 13_Outro/139.Congratulations.mp4 114M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 1_What we are Building 114M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 1_What we are Building/1.Let's look at our End Project.mp4 308M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 2_Getting Started with AWS and Getting our Dataset 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 2_Getting Started with AWS and Getting our Dataset/2.Source Code for the Course.html 47M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 2_Getting Started with AWS and Getting our Dataset/3.Setting up IAM User.mp4 5.9M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 2_Getting Started with AWS and Getting our Dataset/4.Clarification about AWS S3.mp4 87M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 2_Getting Started with AWS and Getting our Dataset/5.Getting Data for our Project.mp4 78M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 2_Getting Started with AWS and Getting our Dataset/6.Getting dataset Part 1.mp4 69M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 2_Getting Started with AWS and Getting our Dataset/7.Getting dataset Part 2.mp4 19M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 2_Getting Started with AWS and Getting our Dataset/8.Getting dataset Part 3.mp4 4.4M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 2_Getting Started with AWS and Getting our Dataset/9.Getting dataset Part 4.mp4 199M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 3_Setting up AWS SageMaker 24M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 3_Setting up AWS SageMaker/10.Create SageMaker Domain.mp4 5.8M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 3_Setting up AWS SageMaker/11.Create SageMaker Studio Notebook.mp4 72M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 3_Setting up AWS SageMaker/12.Sagemaker Notebook Updates.mp4 42M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 3_Setting up AWS SageMaker/13.Learning how to Stop and Start SageMaker Notebooks.mp4 4.7M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 3_Setting up AWS SageMaker/14.Restarting our SageMaker Studio Notebook Kernel.mp4 44M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 3_Setting up AWS SageMaker/15.Upload and Extract Data in SageMaker.mp4 7.7M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 3_Setting up AWS SageMaker/16.Deleting Unused Files.mp4 1.3G Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis 73M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/17.Loading and Understanding our Data.mp4 132M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/18.Counting total Images and getting Image ids.mp4 58M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/19.Getting Classname Identifier.mp4 108M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/20.Looking at Random Samples from our Dataframe.mp4 106M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/21.Understanding Annotations.mp4 89M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/22.Visualize Random Images Part 1.mp4 18M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/23.Visualise Random Images Part 2.mp4 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/24.Matplotlib difference between plt.show() and plt.imshow().html 192M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/25.Visualising Multiples Images at Once.mp4 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/26.Correcting our Function.html 45M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/27.Visualising Bounding Boxes Part 1.mp4 198M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/28.Visualising Bounding Boxes Part 2 (Theory Lesson).mp4 174M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/29.Visualising Random Images with Bounding Boxes Part 1.mp4 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/30.Wrong Print Statement.html 72M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/31.Visualising Random Images with Bounding Boxes Part 2.mp4 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 4_Exploratory Data Analysis/32.Read this Lesson if you have issues with Data Visualization.html 703M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 5_Cleaning and Splitting our Data 86M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 5_Cleaning and Splitting our Data/33.Clean our Train and Validation Dataframes.mp4 62M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 5_Cleaning and Splitting our Data/34.Split Dataframe into Test and Train.mp4 150M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 5_Cleaning and Splitting our Data/35.Get Images IDs.mp4 138M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 5_Cleaning and Splitting our Data/36.Splitting IDs Theory Lesson.mp4 356K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 5_Cleaning and Splitting our Data/37.Explanation Regarding Next video.html 60M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 5_Cleaning and Splitting our Data/38.Moving Images to Appropriate Folders.mp4 28M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 5_Cleaning and Splitting our Data/39.Count how many Train and Test Images we have.mp4 142M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 5_Cleaning and Splitting our Data/40.Verifying that our Images have been moved Properly Part 1.mp4 41M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 5_Cleaning and Splitting our Data/41.Verifying that our Images have been moved Properly Part 2.mp4 1.2G Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering 79M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering/42.Using Mxnet.mp4 8.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering/43-Resources 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering/43-Resources/Apache Mesos - RecordIO Data Format.url 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering/43.Additional Info regarding RecordIO format.html 154M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering/44.Using Mxnet RecordIO.mp4 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering/45.Correction Regarding Label width.html 151M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering/46.Preparing Dataframes to RecordIO format Part 1.mp4 304M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering/47-Resources 304M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering/47-Resources/37+Getting+df+into+correct+format+part2.mov 87M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering/47.Preparing Dataframes to RecordIO format Part 2.mp4 21M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering/48.Moving Images To Correct Directory.mp4 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering/49.Explanation Regarding the Previous Video.html 42M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering/50.Verifying that all Images have been Moved Properly.mp4 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering/51.Read Before Proceeding to the next Lecture.html 354M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 6_Date Engineering/52.Creating Production _lst files (Optional).mp4 1.5G Build an AWS Machine Learning Pipeline for Object Detection/Chapter 7_Data Augmentation 140M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 7_Data Augmentation/53.Data Augmentation Theory.mp4 130M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 7_Data Augmentation/54.Augmenting a Random Image.mp4 84M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 7_Data Augmentation/55.Moving Images to new Folder structure.mp4 208M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 7_Data Augmentation/56.Visualising Random Augmented Images Part 1.mp4 197M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 7_Data Augmentation/57.Visualising Random Augmented Images Part 2.mp4 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 7_Data Augmentation/58.Read this Lesson if you have issues visualising your images.html 171M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 7_Data Augmentation/59.Creating Data Augmentation Function Part 1.mp4 192M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 7_Data Augmentation/60.Creating Data Augmentation Function Part 2.mp4 13M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 7_Data Augmentation/61.Checking Image Counts Before running the Function.mp4 20M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 7_Data Augmentation/62.Correctional Video regarding our Function.mp4 120M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 7_Data Augmentation/63.Augmenting Test Dataset and Creating test _lst Files.mp4 80M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 7_Data Augmentation/64.Augmenting Train Dataset and Creating _lst File Part 1.mp4 5.1M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 7_Data Augmentation/65.Augmenting Train Dataset and Creating _lst File Part 2.mp4 106M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 7_Data Augmentation/66.Verifying that Data Augmentation has Worked.mp4 1.2G Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job 33M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/67.Increasing Service Quotas.mp4 79M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/68.Installing dependencies and Packages.mp4 118M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/69.Creating our RecordIO Files.mp4 125M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/70.Uploading our RecordIO data to our S3 bucket.mp4 28M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/71.Downloading Object Detection Algorithm from AWS ECR.mp4 32M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/72.Setting up our Estimator Object.mp4 162M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/73.Setting up Hyperparameters.mp4 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/74.Additional Information for Hyperparameter Tuning in AWS.html 49M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/75.Setting up Hyperparameter Ranges.mp4 72M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/76.Setting up Hyperparameter Tuner.mp4 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/77.Additional Information about mAP( mean average precision).html 96M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/78.Starting the Training Job Part 1.mp4 245M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/79.Starting the Training Job Part 2.mp4 4.0K Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/80.More on mAP Scores.html 42M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/81.Monitoring the Training Job.mp4 97M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 8_Setting up and Creating our Training Job/82.Looking at our Finished Hyperparameter Tuning Job.mp4 317M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 9_Analysing Training Job Results 59M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 9_Analysing Training Job Results/83.Deploying our Model in a Notebook.mp4 107M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 9_Analysing Training Job Results/84.Creating Visualization Function for Inferences.mp4 32M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 9_Analysing Training Job Results/85.Testing our Endpoint Part 1.mp4 35M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 9_Analysing Training Job Results/86.Testing out Endpoint Part 2.mp4 87M Build an AWS Machine Learning Pipeline for Object Detection/Chapter 9_Analysing Training Job Results/87.Testing our Endpoint from Random Images from the Internet.mp4 9.8G total
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