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[FreeCourseSite.com] Udemy - AWS Certified Machine Learning Specialty 2023 - Hands On!
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2.74 GB
Seeders:
22
Leechers:
38
Downloads:
257
Uploaded:
Mar 14, 2023
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[FreeCourseSite.com] Udemy - AWS Certified Machine Learning Specialty 2023 - Hands On!
0. Websites you may like
[CourseClub.Me].url
- 122 B
[FreeCourseSite.com].url
- 127 B
[GigaCourse.Com].url
- 49 B
01 - Introduction
001 Udemy 101.mp4
- 17.44 MB
001 Udemy 101_en.vtt
- 3.55 KB
002 Course Introduction What to Expect.mp4
- 78.16 MB
002 Course Introduction What to Expect_en.vtt
- 9.42 KB
003 Course-materials-page.url
- 101 B
003 Get the Course Materials.mp4
- 7.97 MB
003 Get the Course Materials_en.vtt
- 2.98 KB
external-links.txt
- 105 B
02 - Data Engineering
001 Section Intro Data Engineering.mp4
- 15.18 MB
001 Section Intro Data Engineering_en.vtt
- 1017 B
002 Amazon S3 - Overview.mp4
- 24.38 MB
002 Amazon S3 - Overview_en.vtt
- 7.73 KB
003 Amazon S3 Storage Classes + Glacier.mp4
- 12.67 MB
003 Amazon S3 Storage Classes + Glacier_en.vtt
- 11.94 KB
004 Amazon S3 Storage + Glacier - Hands On.mp4
- 20.6 MB
004 Amazon S3 Storage + Glacier - Hands On_en.vtt
- 7 KB
005 Amazon S3 Lifecycle Rules.mp4
- 11.19 MB
005 Amazon S3 Lifecycle Rules_en.vtt
- 11.04 KB
006 Amazon S3 Lifecycle Rules - Hands On.mp4
- 13.88 MB
006 Amazon S3 Lifecycle Rules - Hands On_en.vtt
- 5.76 KB
007 Amazon S3 Security.mp4
- 23.03 MB
007 Amazon S3 Security_en.vtt
- 11.08 KB
008 Kinesis Data Streams & Kinesis Data Firehose.mp4
- 23.13 MB
008 Kinesis Data Streams & Kinesis Data Firehose_en.vtt
- 23.37 KB
009 Lab 1.1 - Kinesis Data Firehose.mp4
- 40.25 MB
009 Lab 1.1 - Kinesis Data Firehose_en.vtt
- 11.08 KB
010 Kinesis Data Analytics.mp4
- 10.02 MB
010 Kinesis Data Analytics_en.vtt
- 6.44 KB
011 Lab 1.2 - Kinesis Data Analytics.mp4
- 75.23 MB
011 Lab 1.2 - Kinesis Data Analytics_en.vtt
- 15.04 KB
012 Kinesis Video Streams.mp4
- 6.53 MB
012 Kinesis Video Streams_en.vtt
- 4.37 KB
013 Kinesis ML Summary.mp4
- 2.45 MB
013 Kinesis ML Summary_en.vtt
- 3.35 KB
014 Glue Data Catalog & Crawlers.mp4
- 5.41 MB
014 Glue Data Catalog & Crawlers_en.vtt
- 3.81 KB
015 Lab 1.3 - Glue Data Catalog.mp4
- 13.93 MB
015 Lab 1.3 - Glue Data Catalog_en.vtt
- 6.36 KB
016 Glue ETL.mp4
- 4.57 MB
016 Glue ETL_en.vtt
- 3.18 KB
017 Lab 1.4 - Glue ETL.mp4
- 23.08 MB
017 Lab 1.4 - Glue ETL_en.vtt
- 8.61 KB
018 Lab 1.5 - Athena.mp4
- 4.52 MB
018 Lab 1.5 - Athena_en.vtt
- 2.11 KB
019 Lab 1 - Cleanup.mp4
- 8.28 MB
019 Lab 1 - Cleanup_en.vtt
- 2.41 KB
020 AWS Data Stores in Machine Learning.mp4
- 6.7 MB
020 AWS Data Stores in Machine Learning_en.vtt
- 6.46 KB
021 AWS Data Pipelines.mp4
- 6.19 MB
021 AWS Data Pipelines_en.vtt
- 4.07 KB
022 AWS Batch.mp4
- 3.97 MB
022 AWS Batch_en.vtt
- 2.78 KB
023 AWS DMS - Database Migration Services.mp4
- 4.35 MB
023 AWS DMS - Database Migration Services_en.vtt
- 2.92 KB
024 AWS Step Functions.mp4
- 6.57 MB
024 AWS Step Functions_en.vtt
- 4.47 KB
025 Full Data Engineering Pipelines.mp4
- 11.01 MB
025 Full Data Engineering Pipelines_en.vtt
- 7.8 KB
026 Data Engineering Summary.html
- 2.04 KB
03 - Exploratory Data Analysis
001 Section Intro Data Analysis.mp4
- 14.06 MB
001 Section Intro Data Analysis_en.vtt
- 1.84 KB
002 Python in Data Science and Machine Learning.mp4
- 23.38 MB
002 Python in Data Science and Machine Learning_en.vtt
- 19.29 KB
003 DeepLearningProject-Solution.ipynb
- 41.19 KB
003 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4
- 72.98 MB
003 Example Preparing Data for Machine Learning in a Jupyter Notebook_en.vtt
- 16.19 KB
004 Types of Data.mp4
- 22.22 MB
004 Types of Data_en.vtt
- 7.04 KB
005 Data Distributions.mp4
- 22.37 MB
005 Data Distributions_en.vtt
- 8.72 KB
006 Time Series Trends and Seasonality.mp4
- 8.22 MB
006 Time Series Trends and Seasonality_en.vtt
- 11.8 KB
007 Introduction to Amazon Athena.mp4
- 11.44 MB
007 Introduction to Amazon Athena_en.vtt
- 7.26 KB
008 Overview of Amazon Quicksight.mp4
- 27.53 MB
008 Overview of Amazon Quicksight_en.vtt
- 8.65 KB
009 Types of Visualizations, and When to Use Them.mp4
- 11.16 MB
009 Types of Visualizations, and When to Use Them_en.vtt
- 7.11 KB
010 Elastic MapReduce (EMR) and Hadoop Overview.mp4
- 15.96 MB
010 Elastic MapReduce (EMR) and Hadoop Overview_en.vtt
- 10.36 KB
011 Apache Spark on EMR.mp4
- 17.47 MB
011 Apache Spark on EMR_en.vtt
- 13.84 KB
012 EMR Notebooks, Security, and Instance Types.mp4
- 10.37 MB
012 EMR Notebooks, Security, and Instance Types_en.vtt
- 5.29 KB
013 Feature Engineering and the Curse of Dimensionality.mp4
- 22.39 MB
013 Feature Engineering and the Curse of Dimensionality_en.vtt
- 11.15 KB
014 Imputing Missing Data.mp4
- 53.29 MB
014 Imputing Missing Data_en.vtt
- 12.92 KB
015 Dealing with Unbalanced Data.mp4
- 19.45 MB
015 Dealing with Unbalanced Data_en.vtt
- 8.7 KB
016 Handling Outliers.mp4
- 38.32 MB
016 Handling Outliers_en.vtt
- 13.23 KB
017 Binning, Transforming, Encoding, Scaling, and Shuffling.mp4
- 40.25 MB
017 Binning, Transforming, Encoding, Scaling, and Shuffling_en.vtt
- 12.7 KB
018 Amazon SageMaker Ground Truth and Label Generation.mp4
- 16.71 MB
018 Amazon SageMaker Ground Truth and Label Generation_en.vtt
- 11.89 KB
019 Lab Preparing Data for TF-IDF with Spark and EMR, Part 1.mp4
- 30.49 MB
019 Lab Preparing Data for TF-IDF with Spark and EMR, Part 1_en.vtt
- 9.29 KB
020 Lab Preparing Data for TF-IDF with Spark and EMR, Part 2.mp4
- 98.88 MB
020 Lab Preparing Data for TF-IDF with Spark and EMR, Part 2_en.vtt
- 19.02 KB
021 Lab Preparing Data for TF-IDF with Spark and EMR, Part 3.mp4
- 119.75 MB
021 Lab Preparing Data for TF-IDF with Spark and EMR, Part 3_en.vtt
- 21.74 KB
04 - Modeling, Part 1 General Deep Learning and Machine Learning
0. Websites you may like
[CourseClub.Me].url
- 122 B
[FreeCourseSite.com].url
- 127 B
[GigaCourse.Com].url
- 49 B
001 Section Intro Modeling.mp4
- 40.32 MB
001 Section Intro Modeling_en.vtt
- 2.73 KB
002 Introduction to Deep Learning.mp4
- 30.26 MB
002 Introduction to Deep Learning_en.vtt
- 13.54 KB
003 Activation Functions.mp4
- 22.74 MB
003 Activation Functions_en.vtt
- 17.95 KB
004 Convolutional Neural Networks.mp4
- 49.28 MB
004 Convolutional Neural Networks_en.vtt
- 37.64 KB
005 Recurrent Neural Networks.mp4
- 30.7 MB
005 Recurrent Neural Networks_en.vtt
- 15.85 KB
006 Deep Learning on EC2 and EMR.mp4
- 3.98 MB
006 Deep Learning on EC2 and EMR_en.vtt
- 2.2 KB
007 Tuning Neural Networks.mp4
- 22.71 MB
007 Tuning Neural Networks_en.vtt
- 11.06 KB
008 Regularization Techniques for Neural Networks (Dropout, Early Stopping).mp4
- 21.02 MB
008 Regularization Techniques for Neural Networks (Dropout, Early Stopping)_en.vtt
- 11 KB
009 L1 and L2 Regularization.mp4
- 6.49 MB
009 L1 and L2 Regularization_en.vtt
- 4.52 KB
010 Grief with Gradients The Vanishing Gradient problem.mp4
- 10.4 MB
010 Grief with Gradients The Vanishing Gradient problem_en.vtt
- 7.1 KB
011 The Confusion Matrix.mp4
- 14.5 MB
011 The Confusion Matrix_en.vtt
- 12.44 KB
012 Precision, Recall, F1, AUC, and more.mp4
- 30.02 MB
012 Precision, Recall, F1, AUC, and more_en.vtt
- 10.06 KB
013 Ensemble Methods Bagging and Boosting.mp4
- 7.96 MB
013 Ensemble Methods Bagging and Boosting_en.vtt
- 5.62 KB
05 - Modeling, Part 2 Amazon SageMaker
001 Introducing Amazon SageMaker.mp4
- 51.33 MB
001 Introducing Amazon SageMaker_en.vtt
- 12.73 KB
002 Linear Learner in SageMaker.mp4
- 11.02 MB
002 Linear Learner in SageMaker_en.vtt
- 7.27 KB
003 XGBoost in SageMaker.mp4
- 14.48 MB
003 XGBoost in SageMaker_en.vtt
- 8.67 KB
004 Seq2Seq in SageMaker.mp4
- 11.22 MB
004 Seq2Seq in SageMaker_en.vtt
- 6.93 KB
005 DeepAR in SageMaker.mp4
- 10.15 MB
005 DeepAR in SageMaker_en.vtt
- 6.05 KB
006 BlazingText in SageMaker.mp4
- 12.06 MB
006 BlazingText in SageMaker_en.vtt
- 7.69 KB
007 Object2Vec in SageMaker.mp4
- 29.44 MB
007 Object2Vec in SageMaker_en.vtt
- 9.67 KB
008 Object Detection in SageMaker.mp4
- 9.9 MB
008 Object Detection in SageMaker_en.vtt
- 6.48 KB
009 Image Classification in SageMaker.mp4
- 9.95 MB
009 Image Classification in SageMaker_en.vtt
- 6.27 KB
010 Semantic Segmentation in SageMaker.mp4
- 9.23 MB
010 Semantic Segmentation in SageMaker_en.vtt
- 5.82 KB
011 Random Cut Forest in SageMaker.mp4
- 7.04 MB
011 Random Cut Forest in SageMaker_en.vtt
- 4.46 KB
012 Neural Topic Model in SageMaker.mp4
- 7.74 MB
012 Neural Topic Model in SageMaker_en.vtt
- 5.04 KB
013 Latent Dirichlet Allocation (LDA) in SageMaker.mp4
- 7.23 MB
013 Latent Dirichlet Allocation (LDA) in SageMaker_en.vtt
- 4.83 KB
014 K-Nearest-Neighbors (KNN) in SageMaker.mp4
- 11.35 MB
014 K-Nearest-Neighbors (KNN) in SageMaker_en.vtt
- 4.4 KB
015 K-Means Clustering in SageMaker.mp4
- 23.51 MB
015 K-Means Clustering in SageMaker_en.vtt
- 7.41 KB
016 Principal Component Analysis (PCA) in SageMaker.mp4
- 16.69 MB
016 Principal Component Analysis (PCA) in SageMaker_en.vtt
- 5.09 KB
017 Factorization Machines in SageMaker.mp4
- 9.14 MB
017 Factorization Machines in SageMaker_en.vtt
- 12.54 KB
018 IP Insights in SageMaker.mp4
- 6.72 MB
018 IP Insights in SageMaker_en.vtt
- 8.81 KB
019 Reinforcement Learning in SageMaker.mp4
- 53.68 MB
019 Reinforcement Learning in SageMaker_en.vtt
- 18.81 KB
020 Automatic Model Tuning.mp4
- 14.52 MB
020 Automatic Model Tuning_en.vtt
- 9.36 KB
021 Apache Spark with SageMaker.mp4
- 10.72 MB
021 Apache Spark with SageMaker_en.vtt
- 10.05 KB
022 SageMaker Studio, and SageMaker Experiments.mp4
- 12.43 MB
022 SageMaker Studio, and SageMaker Experiments_en.vtt
- 4.05 KB
023 SageMaker Debugger.mp4
- 27.5 MB
023 SageMaker Debugger_en.vtt
- 6.13 KB
024 SageMaker Autopilot AutoML.mp4
- 38.65 MB
024 SageMaker Autopilot AutoML_en.vtt
- 9.6 KB
025 SageMaker Model Monitor.mp4
- 12.99 MB
025 SageMaker Model Monitor_en.vtt
- 7.96 KB
026 Other recent features (JumpStart, Data Wrangler, Features Store, Edge Manager).mp4
- 8.39 MB
026 Other recent features (JumpStart, Data Wrangler, Features Store, Edge Manager)_en.vtt
- 10.37 KB
027 SageMaker Canvas.mp4
- 79.54 MB
027 SageMaker Canvas_en.vtt
- 29.74 KB
028 SageMaker Training Compiler.mp4
- 6.33 MB
028 SageMaker Training Compiler_en.vtt
- 5.5 KB
06 - Modeling, Part 3 High-Level ML Services
001 Amazon Comprehend.mp4
- 10.48 MB
001 Amazon Comprehend_en.vtt
- 18.28 KB
002 Amazon Translate.mp4
- 4.22 MB
002 Amazon Translate_en.vtt
- 6.36 KB
003 Amazon Transcribe.mp4
- 11.58 MB
003 Amazon Transcribe_en.vtt
- 10.21 KB
004 Amazon Polly.mp4
- 32.48 MB
004 Amazon Polly_en.vtt
- 17.66 KB
005 Amazon Rekognition.mp4
- 50.58 MB
005 Amazon Rekognition_en.vtt
- 12.26 KB
006 Amazon Forecast.mp4
- 4.62 MB
006 Amazon Forecast_en.vtt
- 3.47 KB
007 Amazon Lex.mp4
- 11.33 MB
007 Amazon Lex_en.vtt
- 9.13 KB
008 Amazon Personalize.mp4
- 44.68 MB
008 Amazon Personalize_en.vtt
- 41.36 KB
009 Lightning round! TexTract, DeepLens, DeepRacher, Lookout, and Monitron.mp4
- 12.07 MB
009 Lightning round! TexTract, DeepLens, DeepRacher, Lookout, and Monitron_en.vtt
- 12.91 KB
010 TorchServe, AWS Neuron, and AWS Panorama.mp4
- 7.41 MB
010 TorchServe, AWS Neuron, and AWS Panorama_en.vtt
- 5.67 KB
011 Deep Composer, Fraud Detection, CodeGuru, and Contact Lens.mp4
- 12.38 MB
011 Deep Composer, Fraud Detection, CodeGuru, and Contact Lens_en.vtt
- 10.23 KB
012 Amazon Kendra and Amazon Augmented AI (A2I).mp4
- 6.48 MB
012 Amazon Kendra and Amazon Augmented AI (A2I)_en.vtt
- 6.24 KB
07 - Modeling, Part 4 Wrapping up & Lab Activity
001 Putting them All Together.mp4
- 4.77 MB
001 Putting them All Together_en.vtt
- 6.35 KB
002 Lab Tuning a Convolutional Neural Network on EC2, Part 1.mp4
- 58.02 MB
002 Lab Tuning a Convolutional Neural Network on EC2, Part 1_en.vtt
- 23.68 KB
003 Lab Tuning a Convolutional Neural Network on EC2, Part 2.mp4
- 72.73 MB
003 Lab Tuning a Convolutional Neural Network on EC2, Part 2_en.vtt
- 27.13 KB
004 Lab Tuning a Convolutional Neural Network on EC2, Part 3.mp4
- 42.48 MB
004 Lab Tuning a Convolutional Neural Network on EC2, Part 3_en.vtt
- 9.99 KB
08 - ML Implementation and Operations
0. Websites you may like
[CourseClub.Me].url
- 122 B
[FreeCourseSite.com].url
- 127 B
[GigaCourse.Com].url
- 49 B
001 Section Intro Machine Learning Implementation and Operations.mp4
- 13.61 MB
001 Section Intro Machine Learning Implementation and Operations_en.vtt
- 1.62 KB
002 SageMaker's Inner Details and Production Variants.mp4
- 50.52 MB
002 SageMaker's Inner Details and Production Variants_en.vtt
- 17.49 KB
003 SageMaker On the Edge SageMaker Neo and IoT Greengrass.mp4
- 12.02 MB
003 SageMaker On the Edge SageMaker Neo and IoT Greengrass_en.vtt
- 6.25 KB
004 SageMaker Security Encryption at Rest and In Transit.mp4
- 11.15 MB
004 SageMaker Security Encryption at Rest and In Transit_en.vtt
- 6.59 KB
005 SageMaker Security VPC's, IAM, Logging, and Monitoring.mp4
- 9.62 MB
005 SageMaker Security VPC's, IAM, Logging, and Monitoring_en.vtt
- 5.96 KB
006 SageMaker Resource Management Instance Types and Spot Training.mp4
- 7.98 MB
006 SageMaker Resource Management Instance Types and Spot Training_en.vtt
- 5.24 KB
007 SageMaker Resource Management Elastic Inference, Automatic Scaling, AZ's.mp4
- 23.58 MB
007 SageMaker Resource Management Elastic Inference, Automatic Scaling, AZ's_en.vtt
- 6.69 KB
008 SageMaker Serverless Inference and Inference Recommender.mp4
- 10.74 MB
008 SageMaker Serverless Inference and Inference Recommender_en.vtt
- 9.03 KB
009 SageMaker Inference Pipelines.mp4
- 5.33 MB
009 SageMaker Inference Pipelines_en.vtt
- 3.44 KB
010 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 1.mp4
- 24.55 MB
010 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 1_en.vtt
- 15.97 KB
011 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 2.mp4
- 38.54 MB
011 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 2_en.vtt
- 16.48 KB
012 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 3.mp4
- 73 MB
012 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 3_en.vtt
- 19.26 KB
09 - Wrapping Up
001 Section Intro Wrapping Up.mp4
- 6.98 MB
001 Section Intro Wrapping Up_en.vtt
- 690 B
002 More Preparation Resources.mp4
- 14.38 MB
002 More Preparation Resources_en.vtt
- 9.21 KB
003 Test-Taking Strategies, and What to Expect.mp4
- 72.09 MB
003 Test-Taking Strategies, and What to Expect_en.vtt
- 16.48 KB
004 You Made It!.mp4
- 13.39 MB
004 You Made It!_en.vtt
- 1.2 KB
005 Save 50% on your AWS Exam Cost!.mp4
- 8.37 MB
005 Save 50% on your AWS Exam Cost!_en.vtt
- 2.6 KB
006 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only.mp4
- 3.23 MB
006 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only_en.vtt
- 1.76 KB
10 - Practice Exams
001 THANK YOU!.mp4
- 26.38 MB
001 THANK YOU!_en.vtt
- 2.46 KB
002 Bonus Lecture.html
- 7.51 KB
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InfoHash:
65743FA5B0EAB8240CA460CEA686A5473D906EB5
Last updated:
Mar 14, 2023
File count:
264 B
File Category:
9
Tags:
udemy, site, course, free, FCS, Other, Tutorials
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