Deploy a Production Machine Learning model with AWS & React

Files Included :

001 Course overview.mp4 (16.16 MB)
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002 What we're going to build.mp4 (28.71 MB)
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003 Introduction.mp4 (6.44 MB)
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001 Setting Up IAM Policies.mp4 (79.98 MB)
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002 Setting Up SageMaker.mp4 (45.63 MB)
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003 Launching our SageMaker notebook.mp4 (21.61 MB)
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001 Cost optimazation and other Tips.mp4 (41.43 MB)
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001 Get data from Kaggle Part 1.mp4 (65.18 MB)
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002 Get Data from Kaggle Part 2.mp4 (3.31 MB)
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003 Important.mp4 (4.98 MB)
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004 Visualizing images.mp4 (41.26 MB)
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005 Correction.mp4 (4.49 MB)
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006 Resizing images(Theory).mp4 (17.44 MB)
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007 Computer Vision Part 1.mp4 (13.22 MB)
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008 Computer Vision Part 2.mp4 (130.1 MB)
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009 Resizing our images(Coding).mp4 (44.7 MB)
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010 Check the resized images.mp4 (57.23 MB)
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011 Data Visualization.mp4 (14.1 MB)
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012 Creating our DataFrame for Visualization.mp4 (53.95 MB)
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013 Creating our Bar Graphs.mp4 (7.37 MB)
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014 Making our Graphs nicer.mp4 (15.53 MB)
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001 What are lst Files.mp4 (54.75 MB)
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002 Creating Pandas DataFrame for lst files.mp4 (36.87 MB)
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003 Creating our lst files.mp4 (17.02 MB)
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004 Upload images and lst files to S3.mp4 (48 MB)
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005 Correction and Verify Upload.mp4 (9.52 MB)
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006 Setting up our Estimator object for training.mp4 (35.04 MB)
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008 Setting up Hyperparameter Tuning.mp4 (27.54 MB)
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009 Setting up Hyperparameters ranges.mp4 (26.39 MB)
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010 Correction.mp4 (8.7 MB)
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011 Setting up our Training Job.mp4 (53.5 MB)
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012 Starting our Training Job.mp4 (11.46 MB)
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001 Evaluating our Training Job.mp4 (128.29 MB)
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002 Deploying our model locally.mp4 (46.5 MB)
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003 Getting our First Inference.mp4 (40.81 MB)
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004 Constructing our confusion matrix.mp4 (82.18 MB)
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005 Recall, Precision, F1 Score.mp4 (30.58 MB)
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006 Shutting down our Endpoint.mp4 (6.91 MB)
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001 Creating IAM Policy for our lambda function.mp4 (45.16 MB)
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002 Coding our Lambda function.mp4 (80.52 MB)
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003 Creating Our API Gateway.mp4 (39.68 MB)
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004 Adding Endpoint name to Lambda.mp4 (5.65 MB)
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005 Image shape for Inference.mp4 (4.57 MB)
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006 Testing Our Endpoint with Postman.mp4 (31.53 MB)
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007 Setting up Lambda Concurrency.mp4 (12.93 MB)
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002 Setting up our MongoDB database.mp4 (25.46 MB)
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003 Downloading source code from Github.mp4 (18.92 MB)
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004 Launching our web application locally.mp4 (82.61 MB)
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005 Set Axios URL to our Endpoint.mp4 (5.08 MB)
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006 MERN app walkthrough Part 1.mp4 (184.7 MB)
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007 Start your Endpoint.mp4 (8.58 MB)
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008 MERN app walkthrough Part 2.mp4 (79.39 MB)
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001 AutoScaling for our Endpoint Part 1.mp4 (28.04 MB)
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002 AutoScaling for our Endpoint Part 2.mp4 (51.25 MB)
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003 Securing our Endpoint Part 1.mp4 (33.92 MB)
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004 Securing our Endpoint Part 2.mp4 (4.77 MB)
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001 Creating our DigitalOcean account.mp4 (6.56 MB)
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002 Setting Up our DigitalOcean server.mp4 (11.24 MB)
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003 SSH-ing into our DigitalOcean droplet.mp4 (27.45 MB)
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004 Installing Node js and NPM to our droplet.mp4 (58.31 MB)
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005 Creating our Frontend and Backend repositories.mp4 (20.73 MB)
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006 Clone Repos from Github and Install Nginx.mp4 (73.56 MB)
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007 Create env Files and Setting up MongoDB.mp4 (41.27 MB)
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008 Starting our Backend.mp4 (29.83 MB)
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009 Running our Frontend.mp4 (11.31 MB)
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010 Changing IP addresses.mp4 (16.91 MB)
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011 Testing on random images from the Internet.mp4 (31.41 MB)
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001 Delete Amazon SageMaker Endpoint.mp4 (5.91 MB)
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002 Clean Up and Next Steps.mp4 (14.25 MB)
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