Deploy a Production Machine Learning model with AWS & React
Language: English | Size:2.41 GB
Genre:eLearning
Files Included :
001 Course overview.mp4 (16.16 MB)
MP4
002 What we're going to build.mp4 (28.71 MB)
MP4
003 Introduction.mp4 (6.44 MB)
MP4
001 Setting Up IAM Policies.mp4 (79.98 MB)
MP4
002 Setting Up SageMaker.mp4 (45.63 MB)
MP4
003 Launching our SageMaker notebook.mp4 (21.61 MB)
MP4
001 Cost optimazation and other Tips.mp4 (41.43 MB)
MP4
001 Get data from Kaggle Part 1.mp4 (65.18 MB)
MP4
002 Get Data from Kaggle Part 2.mp4 (3.31 MB)
MP4
003 Important.mp4 (4.98 MB)
MP4
004 Visualizing images.mp4 (41.26 MB)
MP4
005 Correction.mp4 (4.49 MB)
MP4
006 Resizing images(Theory).mp4 (17.44 MB)
MP4
007 Computer Vision Part 1.mp4 (13.22 MB)
MP4
008 Computer Vision Part 2.mp4 (130.1 MB)
MP4
009 Resizing our images(Coding).mp4 (44.7 MB)
MP4
010 Check the resized images.mp4 (57.23 MB)
MP4
011 Data Visualization.mp4 (14.1 MB)
MP4
012 Creating our DataFrame for Visualization.mp4 (53.95 MB)
MP4
013 Creating our Bar Graphs.mp4 (7.37 MB)
MP4
014 Making our Graphs nicer.mp4 (15.53 MB)
MP4
001 What are lst Files.mp4 (54.75 MB)
MP4
002 Creating Pandas DataFrame for lst files.mp4 (36.87 MB)
MP4
003 Creating our lst files.mp4 (17.02 MB)
MP4
004 Upload images and lst files to S3.mp4 (48 MB)
MP4
005 Correction and Verify Upload.mp4 (9.52 MB)
MP4
006 Setting up our Estimator object for training.mp4 (35.04 MB)
MP4
008 Setting up Hyperparameter Tuning.mp4 (27.54 MB)
MP4
009 Setting up Hyperparameters ranges.mp4 (26.39 MB)
MP4
010 Correction.mp4 (8.7 MB)
MP4
011 Setting up our Training Job.mp4 (53.5 MB)
MP4
012 Starting our Training Job.mp4 (11.46 MB)
MP4
001 Evaluating our Training Job.mp4 (128.29 MB)
MP4
002 Deploying our model locally.mp4 (46.5 MB)
MP4
003 Getting our First Inference.mp4 (40.81 MB)
MP4
004 Constructing our confusion matrix.mp4 (82.18 MB)
MP4
005 Recall, Precision, F1 Score.mp4 (30.58 MB)
MP4
006 Shutting down our Endpoint.mp4 (6.91 MB)
MP4
001 Creating IAM Policy for our lambda function.mp4 (45.16 MB)
MP4
002 Coding our Lambda function.mp4 (80.52 MB)
MP4
003 Creating Our API Gateway.mp4 (39.68 MB)
MP4
004 Adding Endpoint name to Lambda.mp4 (5.65 MB)
MP4
005 Image shape for Inference.mp4 (4.57 MB)
MP4
006 Testing Our Endpoint with Postman.mp4 (31.53 MB)
MP4
007 Setting up Lambda Concurrency.mp4 (12.93 MB)
MP4
002 Setting up our MongoDB database.mp4 (25.46 MB)
MP4
003 Downloading source code from Github.mp4 (18.92 MB)
MP4
004 Launching our web application locally.mp4 (82.61 MB)
MP4
005 Set Axios URL to our Endpoint.mp4 (5.08 MB)
MP4
006 MERN app walkthrough Part 1.mp4 (184.7 MB)
MP4
007 Start your Endpoint.mp4 (8.58 MB)
MP4
008 MERN app walkthrough Part 2.mp4 (79.39 MB)
MP4
001 AutoScaling for our Endpoint Part 1.mp4 (28.04 MB)
MP4
002 AutoScaling for our Endpoint Part 2.mp4 (51.25 MB)
MP4
003 Securing our Endpoint Part 1.mp4 (33.92 MB)
MP4
004 Securing our Endpoint Part 2.mp4 (4.77 MB)
MP4
001 Creating our DigitalOcean account.mp4 (6.56 MB)
MP4
002 Setting Up our DigitalOcean server.mp4 (11.24 MB)
MP4
003 SSH-ing into our DigitalOcean droplet.mp4 (27.45 MB)
MP4
004 Installing Node js and NPM to our droplet.mp4 (58.31 MB)
MP4
005 Creating our Frontend and Backend repositories.mp4 (20.73 MB)
MP4
006 Clone Repos from Github and Install Nginx.mp4 (73.56 MB)
MP4
007 Create env Files and Setting up MongoDB.mp4 (41.27 MB)
MP4
008 Starting our Backend.mp4 (29.83 MB)
MP4
009 Running our Frontend.mp4 (11.31 MB)
MP4
010 Changing IP addresses.mp4 (16.91 MB)
MP4
011 Testing on random images from the Internet.mp4 (31.41 MB)
MP4
001 Delete Amazon SageMaker Endpoint.mp4 (5.91 MB)
MP4
002 Clean Up and Next Steps.mp4 (14.25 MB)
MP4
MP4
002 What we're going to build.mp4 (28.71 MB)
MP4
003 Introduction.mp4 (6.44 MB)
MP4
001 Setting Up IAM Policies.mp4 (79.98 MB)
MP4
002 Setting Up SageMaker.mp4 (45.63 MB)
MP4
003 Launching our SageMaker notebook.mp4 (21.61 MB)
MP4
001 Cost optimazation and other Tips.mp4 (41.43 MB)
MP4
001 Get data from Kaggle Part 1.mp4 (65.18 MB)
MP4
002 Get Data from Kaggle Part 2.mp4 (3.31 MB)
MP4
003 Important.mp4 (4.98 MB)
MP4
004 Visualizing images.mp4 (41.26 MB)
MP4
005 Correction.mp4 (4.49 MB)
MP4
006 Resizing images(Theory).mp4 (17.44 MB)
MP4
007 Computer Vision Part 1.mp4 (13.22 MB)
MP4
008 Computer Vision Part 2.mp4 (130.1 MB)
MP4
009 Resizing our images(Coding).mp4 (44.7 MB)
MP4
010 Check the resized images.mp4 (57.23 MB)
MP4
011 Data Visualization.mp4 (14.1 MB)
MP4
012 Creating our DataFrame for Visualization.mp4 (53.95 MB)
MP4
013 Creating our Bar Graphs.mp4 (7.37 MB)
MP4
014 Making our Graphs nicer.mp4 (15.53 MB)
MP4
001 What are lst Files.mp4 (54.75 MB)
MP4
002 Creating Pandas DataFrame for lst files.mp4 (36.87 MB)
MP4
003 Creating our lst files.mp4 (17.02 MB)
MP4
004 Upload images and lst files to S3.mp4 (48 MB)
MP4
005 Correction and Verify Upload.mp4 (9.52 MB)
MP4
006 Setting up our Estimator object for training.mp4 (35.04 MB)
MP4
008 Setting up Hyperparameter Tuning.mp4 (27.54 MB)
MP4
009 Setting up Hyperparameters ranges.mp4 (26.39 MB)
MP4
010 Correction.mp4 (8.7 MB)
MP4
011 Setting up our Training Job.mp4 (53.5 MB)
MP4
012 Starting our Training Job.mp4 (11.46 MB)
MP4
001 Evaluating our Training Job.mp4 (128.29 MB)
MP4
002 Deploying our model locally.mp4 (46.5 MB)
MP4
003 Getting our First Inference.mp4 (40.81 MB)
MP4
004 Constructing our confusion matrix.mp4 (82.18 MB)
MP4
005 Recall, Precision, F1 Score.mp4 (30.58 MB)
MP4
006 Shutting down our Endpoint.mp4 (6.91 MB)
MP4
001 Creating IAM Policy for our lambda function.mp4 (45.16 MB)
MP4
002 Coding our Lambda function.mp4 (80.52 MB)
MP4
003 Creating Our API Gateway.mp4 (39.68 MB)
MP4
004 Adding Endpoint name to Lambda.mp4 (5.65 MB)
MP4
005 Image shape for Inference.mp4 (4.57 MB)
MP4
006 Testing Our Endpoint with Postman.mp4 (31.53 MB)
MP4
007 Setting up Lambda Concurrency.mp4 (12.93 MB)
MP4
002 Setting up our MongoDB database.mp4 (25.46 MB)
MP4
003 Downloading source code from Github.mp4 (18.92 MB)
MP4
004 Launching our web application locally.mp4 (82.61 MB)
MP4
005 Set Axios URL to our Endpoint.mp4 (5.08 MB)
MP4
006 MERN app walkthrough Part 1.mp4 (184.7 MB)
MP4
007 Start your Endpoint.mp4 (8.58 MB)
MP4
008 MERN app walkthrough Part 2.mp4 (79.39 MB)
MP4
001 AutoScaling for our Endpoint Part 1.mp4 (28.04 MB)
MP4
002 AutoScaling for our Endpoint Part 2.mp4 (51.25 MB)
MP4
003 Securing our Endpoint Part 1.mp4 (33.92 MB)
MP4
004 Securing our Endpoint Part 2.mp4 (4.77 MB)
MP4
001 Creating our DigitalOcean account.mp4 (6.56 MB)
MP4
002 Setting Up our DigitalOcean server.mp4 (11.24 MB)
MP4
003 SSH-ing into our DigitalOcean droplet.mp4 (27.45 MB)
MP4
004 Installing Node js and NPM to our droplet.mp4 (58.31 MB)
MP4
005 Creating our Frontend and Backend repositories.mp4 (20.73 MB)
MP4
006 Clone Repos from Github and Install Nginx.mp4 (73.56 MB)
MP4
007 Create env Files and Setting up MongoDB.mp4 (41.27 MB)
MP4
008 Starting our Backend.mp4 (29.83 MB)
MP4
009 Running our Frontend.mp4 (11.31 MB)
MP4
010 Changing IP addresses.mp4 (16.91 MB)
MP4
011 Testing on random images from the Internet.mp4 (31.41 MB)
MP4
001 Delete Amazon SageMaker Endpoint.mp4 (5.91 MB)
MP4
002 Clean Up and Next Steps.mp4 (14.25 MB)
MP4
Deploy a Production Machine Learning model with AWS & React.z01
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