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种子名称： A Cloud Guru - MLS - AWS.Certified.Machine.Learning.Specialty.2019
文件类型： 视频
文件数目： 78个文件
文件大小： 2.63 GB
收录时间： 2022-1-30 12:25
已经下载： 3次
资源热度： 239
最近下载： 2024-12-12 06:22

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A Cloud Guru - MLS - AWS.Certified.Machine.Learning.Specialty.2019.torrent

01 Introduction/001 Course Introduction.mp416.29MB

01 Introduction/002 About The Exam.mp418.49MB

01 Introduction/003 About This Course.mp424.53MB

02 Data Collection/001 Introduction.mp45.47MB

02 Data Collection/002 Concepts.mp437.07MB

02 Data Collection/003 General Data Terminology.mp430.28MB

02 Data Collection/004 Machine Learning Data Terminology.mp457.19MB

02 Data Collection/005 AWS Data Stores.mp423.56MB

02 Data Collection/006 AWS Migration Tools.mp427.77MB

02 Data Collection/007 AWS Helper Tools.mp412.2MB

02 Data Collection/008 Exam Tips.mp414.97MB

03 Streaming Data Collection/001 Introduction.mp41.31MB

03 Streaming Data Collection/002 Concepts.mp433.43MB

03 Streaming Data Collection/003 Kinesis Data Streams.mp445.56MB

03 Streaming Data Collection/004 Kinesis Firehose.mp416.61MB

03 Streaming Data Collection/005 Kinesis Video Streams.mp411.82MB

03 Streaming Data Collection/006 Kinesis Data Analytics.mp421.52MB

03 Streaming Data Collection/007 Exam Tips.mp46.85MB

03 Streaming Data Collection/008 Streaming Data Collection Lab.mp4125.52MB

04 Data Preparation/001 Introduction.mp41.62MB

04 Data Preparation/002 Concepts.mp421.6MB

04 Data Preparation/003 Categorical Encoding.mp432.79MB

04 Data Preparation/004 Text Feature Engineering.mp458.54MB

04 Data Preparation/005 Numeric Feature Engineering.mp423.75MB

04 Data Preparation/006 Other Feature Engineering.mp427.02MB

04 Data Preparation/007 Handling Missing Values.mp415.25MB

04 Data Preparation/008 Feature Selection.mp411.29MB

04 Data Preparation/009 Helper Tools.mp453.39MB

04 Data Preparation/010 Exam Tips.mp426.92MB

04 Data Preparation/011 Data Preparation Lab.mp4103.95MB

05 Data Analysis and Visualization/001 Introduction.mp42.99MB

05 Data Analysis and Visualization/002 Concepts.mp416.66MB

05 Data Analysis and Visualization/003 Relationships.mp420.08MB

05 Data Analysis and Visualization/004 Comparisons.mp413.32MB

05 Data Analysis and Visualization/005 Distributions.mp419.5MB

05 Data Analysis and Visualization/006 Compositions.mp49.61MB

05 Data Analysis and Visualization/007 Choosing A Visualization.mp420.98MB

05 Data Analysis and Visualization/008 Exam Tips.mp47.67MB

05 Data Analysis and Visualization/009 Data Analysis and Visualization Lab.mp4149.91MB

06 Modeling/001 Introduction.mp42.77MB

06 Modeling/002 Concepts.mp437.06MB

06 Modeling/003 Data Preparation.mp427.12MB

06 Modeling/004 SageMaker Modeling.mp448.8MB

06 Modeling/005 SageMaker Training.mp439.05MB

06 Modeling/006 Exam Tips.mp49.25MB

06 Modeling/007 Modeling Lab.mp4143.96MB

07 Algorithms/001 Introduction.mp42.47MB

07 Algorithms/002 OPTIONAL - Why do we call them Algorithms.mp449.65MB

07 Algorithms/003 Concepts.mp447.31MB

07 Algorithms/004 Regression.mp446.22MB

07 Algorithms/005 Clustering.mp424.94MB

07 Algorithms/006 Classification.mp423.57MB

07 Algorithms/007 Image Analysis.mp427.55MB

07 Algorithms/008 Anomaly Detection.mp420.28MB

07 Algorithms/009 Text Analytics.mp432.85MB

07 Algorithms/010 Reinforcement Learning.mp429.43MB

07 Algorithms/011 Forecasting.mp416.98MB

07 Algorithms/012 Ensemble Learning.mp424.11MB

07 Algorithms/013 Exam Tips.mp421.54MB

07 Algorithms/014 Algorithms Lab.mp4195.99MB

08 Evaluation and Optimization/001 Introduction.mp41.61MB

08 Evaluation and Optimization/002 Concepts.mp419.2MB

08 Evaluation and Optimization/003 Monitoring and Analyzing Training Jobs.mp411.05MB

08 Evaluation and Optimization/004 Evaluating Model Accuracy.mp445.02MB

08 Evaluation and Optimization/005 Model Tuning.mp424.65MB

08 Evaluation and Optimization/006 Exam Tips.mp410.4MB

08 Evaluation and Optimization/007 Evaluation and Optimization Lab.mp4164.32MB

09 Implementation and Operations/001 Introduction.mp42.22MB

09 Implementation and Operations/002 Concepts.mp443.12MB

09 Implementation and Operations/003 AI Developer Services.mp417.71MB

09 Implementation and Operations/004 Amazon SageMaker Deployments.mp436.28MB

09 Implementation and Operations/005 Other ML Deployment Options.mp47.28MB

09 Implementation and Operations/006 Security.mp443.57MB

09 Implementation and Operations/007 Monitor and Evaluate.mp434.25MB

09 Implementation and Operations/008 Exam Tips.mp414.11MB

09 Implementation and Operations/009 Implementation and Operations Lab.mp4164.09MB

09 Implementation and Operations/010 Deconstruction Lab.mp411.1MB

10 Wrap-Up/001 Good Luck.mp45.22MB