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[GigaCourse.Com] Udemy - AWS Certified Machine Learning Specialty 2022 - Hands On!
magnet:?xt=urn:btih:47b920e80db3c299c01a5f5ecf04386971a3004e&dn=[GigaCourse.Com] Udemy - AWS Certified Machine Learning Specialty 2022 - Hands On!
磁力链接详情
Hash值:
47b920e80db3c299c01a5f5ecf04386971a3004e
点击数:
151
文件大小:
2.74 GB
文件数量:
125
创建日期:
2022-7-14 00:33
最后访问:
2024-5-26 10:10
访问标签:
GigaCourse
Com
Udemy
-
AWS
Certified
Machine
Learning
Specialty
2022
-
Hands
On!
文件列表详情
01 - Introduction/001 Udemy 101.mp4 17.44 MB
01 - Introduction/002 Course Introduction What to Expect.mp4 78.16 MB
01 - Introduction/003 Get the Course Materials.mp4 7.97 MB
02 - Data Engineering/001 Section Intro Data Engineering.mp4 15.18 MB
02 - Data Engineering/002 Amazon S3 - Overview.mp4 24.38 MB
02 - Data Engineering/003 Amazon S3 Storage Classes + Glacier.mp4 12.67 MB
02 - Data Engineering/004 Amazon S3 Storage + Glacier - Hands On.mp4 20.6 MB
02 - Data Engineering/005 Amazon S3 Lifecycle Rules.mp4 11.19 MB
02 - Data Engineering/006 Amazon S3 Lifecycle Rules - Hands On.mp4 13.88 MB
02 - Data Engineering/007 Amazon S3 Security.mp4 23.03 MB
02 - Data Engineering/008 Kinesis Data Streams & Kinesis Data Firehose.mp4 23.13 MB
02 - Data Engineering/009 Lab 1.1 - Kinesis Data Firehose.mp4 40.25 MB
02 - Data Engineering/010 Kinesis Data Analytics.mp4 10.02 MB
02 - Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.mp4 75.23 MB
02 - Data Engineering/012 Kinesis Video Streams.mp4 6.53 MB
02 - Data Engineering/013 Kinesis ML Summary.mp4 2.45 MB
02 - Data Engineering/014 Glue Data Catalog & Crawlers.mp4 5.41 MB
02 - Data Engineering/015 Lab 1.3 - Glue Data Catalog.mp4 13.93 MB
02 - Data Engineering/016 Glue ETL.mp4 4.57 MB
02 - Data Engineering/017 Lab 1.4 - Glue ETL.mp4 23.08 MB
02 - Data Engineering/018 Lab 1.5 - Athena.mp4 4.52 MB
02 - Data Engineering/019 Lab 1 - Cleanup.mp4 8.28 MB
02 - Data Engineering/020 AWS Data Stores in Machine Learning.mp4 6.7 MB
02 - Data Engineering/021 AWS Data Pipelines.mp4 6.19 MB
02 - Data Engineering/022 AWS Batch.mp4 3.97 MB
02 - Data Engineering/023 AWS DMS - Database Migration Services.mp4 4.35 MB
02 - Data Engineering/024 AWS Step Functions.mp4 6.57 MB
02 - Data Engineering/025 Full Data Engineering Pipelines.mp4 11.01 MB
03 - Exploratory Data Analysis/001 Section Intro Data Analysis.mp4 14.06 MB
03 - Exploratory Data Analysis/002 Python in Data Science and Machine Learning.mp4 23.38 MB
03 - Exploratory Data Analysis/003 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4 72.98 MB
03 - Exploratory Data Analysis/004 Types of Data.mp4 22.22 MB
03 - Exploratory Data Analysis/005 Data Distributions.mp4 22.37 MB
03 - Exploratory Data Analysis/006 Time Series Trends and Seasonality.mp4 8.22 MB
03 - Exploratory Data Analysis/007 Introduction to Amazon Athena.mp4 11.44 MB
03 - Exploratory Data Analysis/008 Overview of Amazon Quicksight.mp4 27.53 MB
03 - Exploratory Data Analysis/009 Types of Visualizations, and When to Use Them.mp4 11.16 MB
03 - Exploratory Data Analysis/010 Elastic MapReduce (EMR) and Hadoop Overview.mp4 15.96 MB
03 - Exploratory Data Analysis/011 Apache Spark on EMR.mp4 17.47 MB
03 - Exploratory Data Analysis/012 EMR Notebooks, Security, and Instance Types.mp4 10.37 MB
03 - Exploratory Data Analysis/013 Feature Engineering and the Curse of Dimensionality.mp4 22.39 MB
03 - Exploratory Data Analysis/014 Imputing Missing Data.mp4 53.29 MB
03 - Exploratory Data Analysis/015 Dealing with Unbalanced Data.mp4 19.45 MB
03 - Exploratory Data Analysis/016 Handling Outliers.mp4 38.32 MB
03 - Exploratory Data Analysis/017 Binning, Transforming, Encoding, Scaling, and Shuffling.mp4 40.25 MB
03 - Exploratory Data Analysis/018 Amazon SageMaker Ground Truth and Label Generation.mp4 16.71 MB
03 - Exploratory Data Analysis/019 Lab Preparing Data for TF-IDF with Spark and EMR, Part 1.mp4 30.49 MB
03 - Exploratory Data Analysis/020 Lab Preparing Data for TF-IDF with Spark and EMR, Part 2.mp4 98.88 MB
03 - Exploratory Data Analysis/021 Lab Preparing Data for TF-IDF with Spark and EMR, Part 3.mp4 119.75 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/001 Section Intro Modeling.mp4 40.32 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/002 Introduction to Deep Learning.mp4 30.26 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/003 Activation Functions.mp4 22.74 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/004 Convolutional Neural Networks.mp4 49.28 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/005 Recurrent Neural Networks.mp4 30.7 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/006 Deep Learning on EC2 and EMR.mp4 3.98 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/007 Tuning Neural Networks.mp4 22.71 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/008 Regularization Techniques for Neural Networks (Dropout, Early Stopping).mp4 21.02 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/009 L1 and L2 Regularization.mp4 6.49 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/010 Grief with Gradients The Vanishing Gradient problem.mp4 10.4 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/011 The Confusion Matrix.mp4 14.5 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/012 Precision, Recall, F1, AUC, and more.mp4 30.02 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/013 Ensemble Methods Bagging and Boosting.mp4 7.96 MB
05 - Modeling, Part 2 Amazon SageMaker/001 Introducing Amazon SageMaker.mp4 51.33 MB
05 - Modeling, Part 2 Amazon SageMaker/002 Linear Learner in SageMaker.mp4 11.02 MB
05 - Modeling, Part 2 Amazon SageMaker/003 XGBoost in SageMaker.mp4 14.48 MB
05 - Modeling, Part 2 Amazon SageMaker/004 Seq2Seq in SageMaker.mp4 11.22 MB
05 - Modeling, Part 2 Amazon SageMaker/005 DeepAR in SageMaker.mp4 10.15 MB
05 - Modeling, Part 2 Amazon SageMaker/006 BlazingText in SageMaker.mp4 12.06 MB
05 - Modeling, Part 2 Amazon SageMaker/007 Object2Vec in SageMaker.mp4 29.44 MB
05 - Modeling, Part 2 Amazon SageMaker/008 Object Detection in SageMaker.mp4 9.9 MB
05 - Modeling, Part 2 Amazon SageMaker/009 Image Classification in SageMaker.mp4 9.95 MB
05 - Modeling, Part 2 Amazon SageMaker/010 Semantic Segmentation in SageMaker.mp4 9.23 MB
05 - Modeling, Part 2 Amazon SageMaker/011 Random Cut Forest in SageMaker.mp4 7.04 MB
05 - Modeling, Part 2 Amazon SageMaker/012 Neural Topic Model in SageMaker.mp4 7.74 MB
05 - Modeling, Part 2 Amazon SageMaker/013 Latent Dirichlet Allocation (LDA) in SageMaker.mp4 7.23 MB
05 - Modeling, Part 2 Amazon SageMaker/014 K-Nearest-Neighbors (KNN) in SageMaker.mp4 11.35 MB
05 - Modeling, Part 2 Amazon SageMaker/015 K-Means Clustering in SageMaker.mp4 23.51 MB
05 - Modeling, Part 2 Amazon SageMaker/016 Principal Component Analysis (PCA) in SageMaker.mp4 16.69 MB
05 - Modeling, Part 2 Amazon SageMaker/017 Factorization Machines in SageMaker.mp4 9.14 MB
05 - Modeling, Part 2 Amazon SageMaker/018 IP Insights in SageMaker.mp4 6.72 MB
05 - Modeling, Part 2 Amazon SageMaker/019 Reinforcement Learning in SageMaker.mp4 53.68 MB
05 - Modeling, Part 2 Amazon SageMaker/020 Automatic Model Tuning.mp4 14.52 MB
05 - Modeling, Part 2 Amazon SageMaker/021 Apache Spark with SageMaker.mp4 10.72 MB
05 - Modeling, Part 2 Amazon SageMaker/022 SageMaker Studio, and SageMaker Experiments.mp4 12.43 MB
05 - Modeling, Part 2 Amazon SageMaker/023 SageMaker Debugger.mp4 27.5 MB
05 - Modeling, Part 2 Amazon SageMaker/024 SageMaker Autopilot AutoML.mp4 38.65 MB
05 - Modeling, Part 2 Amazon SageMaker/025 SageMaker Model Monitor.mp4 12.99 MB
05 - Modeling, Part 2 Amazon SageMaker/026 Other recent features (JumpStart, Data Wrangler, Features Store, Edge Manager).mp4 8.39 MB
05 - Modeling, Part 2 Amazon SageMaker/027 SageMaker Canvas.mp4 79.54 MB
05 - Modeling, Part 2 Amazon SageMaker/028 SageMaker Training Compiler.mp4 6.33 MB
06 - Modeling, Part 3 High-Level ML Services/001 Amazon Comprehend.mp4 10.48 MB
06 - Modeling, Part 3 High-Level ML Services/002 Amazon Translate.mp4 4.22 MB
06 - Modeling, Part 3 High-Level ML Services/003 Amazon Transcribe.mp4 11.58 MB
06 - Modeling, Part 3 High-Level ML Services/004 Amazon Polly.mp4 32.48 MB
06 - Modeling, Part 3 High-Level ML Services/005 Amazon Rekognition.mp4 50.58 MB
06 - Modeling, Part 3 High-Level ML Services/006 Amazon Forecast.mp4 4.62 MB
06 - Modeling, Part 3 High-Level ML Services/007 Amazon Lex.mp4 11.33 MB
06 - Modeling, Part 3 High-Level ML Services/008 Amazon Personalize.mp4 44.68 MB
06 - Modeling, Part 3 High-Level ML Services/009 Lightning round! TexTract, DeepLens, DeepRacher, Lookout, and Monitron.mp4 12.07 MB
06 - Modeling, Part 3 High-Level ML Services/010 TorchServe, AWS Neuron, and AWS Panorama.mp4 7.41 MB
06 - Modeling, Part 3 High-Level ML Services/011 Deep Composer, Fraud Detection, CodeGuru, and Contact Lens.mp4 12.38 MB
06 - Modeling, Part 3 High-Level ML Services/012 Amazon Kendra and Amazon Augmented AI (A2I).mp4 6.48 MB
07 - Modeling, Part 4 Wrapping up & Lab Activity/001 Putting them All Together.mp4 4.77 MB
07 - Modeling, Part 4 Wrapping up & Lab Activity/002 Lab Tuning a Convolutional Neural Network on EC2, Part 1.mp4 58.02 MB
07 - Modeling, Part 4 Wrapping up & Lab Activity/003 Lab Tuning a Convolutional Neural Network on EC2, Part 2.mp4 72.73 MB
07 - Modeling, Part 4 Wrapping up & Lab Activity/004 Lab Tuning a Convolutional Neural Network on EC2, Part 3.mp4 42.48 MB
08 - ML Implementation and Operations/001 Section Intro Machine Learning Implementation and Operations.mp4 13.61 MB
08 - ML Implementation and Operations/002 SageMaker's Inner Details and Production Variants.mp4 50.52 MB
08 - ML Implementation and Operations/003 SageMaker On the Edge SageMaker Neo and IoT Greengrass.mp4 12.02 MB
08 - ML Implementation and Operations/004 SageMaker Security Encryption at Rest and In Transit.mp4 11.15 MB
08 - ML Implementation and Operations/005 SageMaker Security VPC's, IAM, Logging, and Monitoring.mp4 9.62 MB
08 - ML Implementation and Operations/006 SageMaker Resource Management Instance Types and Spot Training.mp4 7.98 MB
08 - ML Implementation and Operations/007 SageMaker Resource Management Elastic Inference, Automatic Scaling, AZ's.mp4 23.58 MB
08 - ML Implementation and Operations/008 SageMaker Serverless Inference and Inference Recommender.mp4 10.74 MB
08 - ML Implementation and Operations/009 SageMaker Inference Pipelines.mp4 5.33 MB
08 - ML Implementation and Operations/010 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 1.mp4 24.55 MB
08 - ML Implementation and Operations/011 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 2.mp4 38.54 MB
08 - ML Implementation and Operations/012 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 3.mp4 73 MB
09 - Wrapping Up/001 Section Intro Wrapping Up.mp4 6.98 MB
09 - Wrapping Up/002 More Preparation Resources.mp4 14.38 MB
09 - Wrapping Up/003 Test-Taking Strategies, and What to Expect.mp4 72.09 MB
09 - Wrapping Up/004 You Made It!.mp4 13.39 MB
09 - Wrapping Up/005 Save 50% on your AWS Exam Cost!.mp4 8.37 MB
09 - Wrapping Up/006 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only.mp4 3.23 MB
10 - Practice Exams/001 THANK YOU!.mp4 26.38 MB
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