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[FreeCourseWorld.Com] Udemy - AWS Certified Machine Learning Specialty 2020 - Hands On!
magnet:?xt=urn:btih:ce4d6b84cc6b729a7fa309c1a1f8a1c2e9d6d4d9&dn=[FreeCourseWorld.Com] Udemy - AWS Certified Machine Learning Specialty 2020 - Hands On!
磁力链接详情
Hash值:
ce4d6b84cc6b729a7fa309c1a1f8a1c2e9d6d4d9
点击数:
173
文件大小:
3.49 GB
文件数量:
112
创建日期:
2021-5-12 19:17
最后访问:
2024-6-25 21:18
访问标签:
FreeCourseWorld
Com
Udemy
-
AWS
Certified
Machine
Learning
Specialty
2020
-
Hands
On!
文件列表详情
01 Introduction/001 Udemy 101.mp4 17.43 MB
01 Introduction/002 Course Introduction What to Expect.mp4 78.18 MB
01 Introduction/003 Get the Course Materials.mp4 17.28 MB
02 Data Engineering/004 Section Intro Data Engineering.mp4 24.29 MB
02 Data Engineering/005 Amazon S3 - Overview.mp4 24.38 MB
02 Data Engineering/006 Amazon S3 - Storage Tiers Lifecycle Rules.mp4 22.15 MB
02 Data Engineering/007 Amazon S3 Security.mp4 37.2 MB
02 Data Engineering/008 Kinesis Data Streams Kinesis Data Firehose.mp4 39.17 MB
02 Data Engineering/009 Lab 1.1 - Kinesis Data Firehose.mp4 35.1 MB
02 Data Engineering/010 Kinesis Data Analytics.mp4 21.4 MB
02 Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.mp4 52.84 MB
02 Data Engineering/012 Kinesis Video Streams.mp4 14.07 MB
02 Data Engineering/013 Kinesis ML Summary.mp4 5.07 MB
02 Data Engineering/014 Glue Data Catalog Crawlers.mp4 11.39 MB
02 Data Engineering/015 Lab 1.3 - Glue Data Catalog.mp4 22.52 MB
02 Data Engineering/016 Glue ETL.mp4 9.82 MB
02 Data Engineering/017 Lab 1.4 - Glue ETL.mp4 41.05 MB
02 Data Engineering/018 Lab 1.5 - Athena.mp4 8.67 MB
02 Data Engineering/019 Lab 1 - Cleanup.mp4 9.45 MB
02 Data Engineering/020 AWS Data Stores in Machine Learning.mp4 13.8 MB
02 Data Engineering/021 AWS Data Pipelines.mp4 14.04 MB
02 Data Engineering/022 AWS Batch.mp4 8.34 MB
02 Data Engineering/023 AWS DMS - Database Migration Services.mp4 9.42 MB
02 Data Engineering/024 AWS Step Functions.mp4 13.4 MB
02 Data Engineering/025 Full Data Engineering Pipelines.mp4 22.84 MB
03 Exploratory Data Analysis/027 Section Intro Data Analysis.mp4 27.05 MB
03 Exploratory Data Analysis/028 Python in Data Science and Machine Learning.mp4 46.76 MB
03 Exploratory Data Analysis/029 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4 82.75 MB
03 Exploratory Data Analysis/030 Types of Data.mp4 28.39 MB
03 Exploratory Data Analysis/031 Data Distributions.mp4 22.38 MB
03 Exploratory Data Analysis/032 Time Series Trends and Seasonality.mp4 16.3 MB
03 Exploratory Data Analysis/033 Introduction to Amazon Athena.mp4 27.92 MB
03 Exploratory Data Analysis/034 Overview of Amazon Quicksight.mp4 34.03 MB
03 Exploratory Data Analysis/035 Types of Visualizations and When to Use Them.mp4 22.6 MB
03 Exploratory Data Analysis/036 Elastic MapReduce (EMR) and Hadoop Overview.mp4 33.76 MB
03 Exploratory Data Analysis/037 Apache Spark on EMR.mp4 33.69 MB
03 Exploratory Data Analysis/038 EMR Notebooks Security and Instance Types.mp4 24.49 MB
03 Exploratory Data Analysis/039 Feature Engineering and the Curse of Dimensionality.mp4 47.82 MB
03 Exploratory Data Analysis/040 Imputing Missing Data.mp4 53.3 MB
03 Exploratory Data Analysis/041 Dealing with Unbalanced Data.mp4 40.86 MB
03 Exploratory Data Analysis/042 Handling Outliers.mp4 50.48 MB
03 Exploratory Data Analysis/043 Binning Transforming Encoding Scaling and Shuffling.mp4 52.65 MB
03 Exploratory Data Analysis/044 Amazon SageMaker Ground Truth and Label Generation.mp4 28.41 MB
03 Exploratory Data Analysis/045 Lab Preparing Data for TF-IDF with Spark and EMR Part 1.mp4 30.48 MB
03 Exploratory Data Analysis/046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.mp4 83.63 MB
03 Exploratory Data Analysis/047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.mp4 127.67 MB
04 Modeling/048 Section Intro Modeling.mp4 40.28 MB
04 Modeling/049 Introduction to Deep Learning.mp4 63.65 MB
04 Modeling/050 Activation Functions.mp4 46.98 MB
04 Modeling/051 Convolutional Neural Networks.mp4 89.06 MB
04 Modeling/052 Recurrent Neural Networks.mp4 59.5 MB
04 Modeling/053 Deep Learning on EC2 and EMR.mp4 10.64 MB
04 Modeling/054 Tuning Neural Networks.mp4 22.1 MB
04 Modeling/055 Regularization Techniques for Neural Networks (Dropout Early Stopping).mp4 40.48 MB
04 Modeling/056 Grief with Gradients The Vanishing Gradient problem.mp4 24.25 MB
04 Modeling/057 L1 and L2 Regularization.mp4 13.66 MB
04 Modeling/058 The Confusion Matrix.mp4 20.27 MB
04 Modeling/059 Precision Recall F1 AUC and more.mp4 30.18 MB
04 Modeling/060 Ensemble Methods Bagging and Boosting.mp4 18.06 MB
04 Modeling/061 Introducing Amazon SageMaker.mp4 51.35 MB
04 Modeling/062 Linear Learner in SageMaker.mp4 23.8 MB
04 Modeling/063 XGBoost in SageMaker.mp4 15.3 MB
04 Modeling/064 Seq2Seq in SageMaker.mp4 25.61 MB
04 Modeling/065 DeepAR in SageMaker.mp4 24.13 MB
04 Modeling/066 BlazingText in SageMaker.mp4 29.56 MB
04 Modeling/067 Object2Vec in SageMaker.mp4 32.84 MB
04 Modeling/068 Object Detection in SageMaker.mp4 24.14 MB
04 Modeling/069 Image Classification in SageMaker.mp4 22.83 MB
04 Modeling/070 Semantic Segmentation in SageMaker.mp4 21.83 MB
04 Modeling/071 Random Cut Forest in SageMaker.mp4 16.04 MB
04 Modeling/072 Neural Topic Model in SageMaker.mp4 18.38 MB
04 Modeling/073 Latent Dirichlet Allocation (LDA) in SageMaker.mp4 16.59 MB
04 Modeling/074 K-Nearest-Neighbors (KNN) in SageMaker.mp4 13.87 MB
04 Modeling/075 K-Means Clustering in SageMaker.mp4 26.18 MB
04 Modeling/076 Principal Component Analysis (PCA) in SageMaker.mp4 18.41 MB
04 Modeling/077 Factorization Machines in SageMaker.mp4 19.58 MB
04 Modeling/078 IP Insights in SageMaker.mp4 15.17 MB
04 Modeling/079 Reinforcement Learning in SageMaker.mp4 68.19 MB
04 Modeling/080 Automatic Model Tuning.mp4 35.01 MB
04 Modeling/081 Apache Spark with SageMaker.mp4 20.51 MB
04 Modeling/082 SageMaker Studio and new SageMaker features for 2020.mp4 28.28 MB
04 Modeling/083 Amazon Comprehend.mp4 20.43 MB
04 Modeling/084 Amazon Translate.mp4 8.62 MB
04 Modeling/085 Amazon Transcribe.mp4 28.3 MB
04 Modeling/086 Amazon Polly.mp4 32.48 MB
04 Modeling/087 Amazon Rekognition.mp4 50.59 MB
04 Modeling/088 Amazon Forecast.mp4 11.08 MB
04 Modeling/089 Amazon Lex.mp4 18.64 MB
04 Modeling/090 The Best of the Rest Other High-Level AWS Machine Learning Services.mp4 15.59 MB
04 Modeling/091 New ML Services for 2020.mp4 36.87 MB
04 Modeling/092 Putting them All Together.mp4 10.97 MB
04 Modeling/093 Lab Tuning a Convolutional Neural Network on EC2 Part 1.mp4 78 MB
04 Modeling/094 Lab Tuning a Convolutional Neural Network on EC2 Part 2.mp4 80.46 MB
04 Modeling/095 Lab Tuning a Convolutional Neural Network on EC2 Part 3.mp4 56.51 MB
05 ML Implementation and Operations/096 Section Intro Machine Learning Implementation and Operations.mp4 26.38 MB
05 ML Implementation and Operations/097 SageMakers Inner Details and Production Variants.mp4 50.31 MB
05 ML Implementation and Operations/098 SageMaker On the Edge SageMaker Neo and IoT Greengrass.mp4 34.65 MB
05 ML Implementation and Operations/099 SageMaker Security Encryption at Rest and In Transit.mp4 27.9 MB
05 ML Implementation and Operations/100 SageMaker Security VPCs IAM Logging and Monitoring.mp4 22.42 MB
05 ML Implementation and Operations/101 SageMaker Resource Management Instance Types and Spot Training.mp4 17.42 MB
05 ML Implementation and Operations/102 SageMaker Resource Management Elastic Inference Automatic Scaling AZs.mp4 29.27 MB
05 ML Implementation and Operations/103 SageMaker Inference Pipelines.mp4 11.24 MB
05 ML Implementation and Operations/104 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 1.mp4 30.96 MB
05 ML Implementation and Operations/105 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 2.mp4 80.64 MB
05 ML Implementation and Operations/106 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 3.mp4 92.67 MB
06 Wrapping Up/107 Section Intro Wrapping Up.mp4 9.08 MB
06 Wrapping Up/108 More Preparation Resources.mp4 30.16 MB
06 Wrapping Up/109 Test-Taking Strategies and What to Expect.mp4 72.08 MB
06 Wrapping Up/110 You Made It.mp4 17.19 MB
06 Wrapping Up/111 Save 50 on your AWS Exam Cost.mp4 9.46 MB
06 Wrapping Up/112 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only.mp4 6.32 MB
07 Practice Exams/113 THANK YOU.mp4 26.37 MB
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