Name [FreeCoursesOnline.Me] A Cloud Guru - AWS Certified Machine Learning - Specialty 2020

File Type video

Size 2.67GB

UpdateDate 2024-8-31

hash *****0049D192087578D5CA22BC7E28F1D5D1B2

Hot 18

Files 0. Websites you may like/0. (1Hack.Us) Premium Tutorials-Guides-Articles _ Community based Forum.url | 377B 0. Websites you may like/1. (FreeCoursesOnline.Me) Download Udacity, Masterclass, Lynda, PHLearn, Pluralsight Free.url | 286B 0. Websites you may like/3. (FTUApps.com) Download Cracked Developers Applications For Free.url | 239B 0. Websites you may like/How you can help our Group!.txt | 208B 01 Introduction/001 Course Introduction.mp4 | 24.84MB 01 Introduction/002 About The Exam.mp4 | 23.22MB 01 Introduction/002 Exam Blueprint.pdf | 543.16KB 01 Introduction/003 About This Course.mp4 | 30.43MB 02 Data Collection/001 Introduction.mp4 | 5.57MB 02 Data Collection/002 Concepts.mp4 | 37.07MB 02 Data Collection/003 General Data Terminology.mp4 | 30.28MB 02 Data Collection/004 Image Net Data.txt | 26B 02 Data Collection/004 MNIST Data.txt | 34B 02 Data Collection/004 Machine Learning Data Terminology.mp4 | 57.19MB 02 Data Collection/004 Technobabble.txt | 43B 02 Data Collection/004 Turboencabulator Video.txt | 44B 02 Data Collection/005 AWS Data Stores.mp4 | 23.56MB 02 Data Collection/006 AWS Glue Classifiers.html | 42.97KB 02 Data Collection/006 AWS Migration Tools.mp4 | 27.77MB 02 Data Collection/006 DMS Release Review.txt | 51B 02 Data Collection/006 Data Pipeline Activities.html | 12.18KB 02 Data Collection/007 AWS Helper Tools.mp4 | 12.20MB 02 Data Collection/008 AWS reInvent 2018 Effective Data Lakes Challenges and Design Patterns.txt | 44B 02 Data Collection/008 AWS reInvent 2018 Modern Cloud Data Warehousing.txt | 44B 02 Data Collection/008 Build a Data Lake Foundation with AWS Glue and Amazon S3.txt | 96B 02 Data Collection/008 Exam Tips.mp4 | 14.97MB 02 Data Collection/008 Whitepaper - AWS Database Migration Service Best Practices.pdf | 583.43KB 02 Data Collection/008 Whitepaper - Big Data Aanlytics Options on AWS.pdf | 757.16KB 02 Data Collection/008 Whitepaper - Data Warehousing on AWS.pdf | 350.73KB 02 Data Collection/008 Whitepaper - Migrating to Apache HBase on Amazon S3 on Amazon EMR.pdf | 809.49KB 02 Data Collection/008 Whitepaper - Sizing Cloud Data Warehouses.pdf | 367.93KB 03 Streaming Data Collection/001 Introduction.mp4 | 1.60MB 03 Streaming Data Collection/002 AWS Open Data Registry.txt | 31B 03 Streaming Data Collection/002 Concepts.mp4 | 33.43MB 03 Streaming Data Collection/002 Googles Big Query.txt | 35B 03 Streaming Data Collection/002 Kaggle.txt | 24B 03 Streaming Data Collection/002 UCI Machine Learning Repository.txt | 29B 03 Streaming Data Collection/003 AWS reInvent 2018 High Performance Data Streaming with Amazon Kinesis Best Practices.txt | 44B 03 Streaming Data Collection/003 Kinesis Data Streams Key Concepts.html | 28.44KB 03 Streaming Data Collection/003 Kinesis Data Streams.mp4 | 45.56MB 03 Streaming Data Collection/004 Kinesis Firehose.mp4 | 17.04MB 03 Streaming Data Collection/004 Streaming ETL for Data Lakes using Amazon Kinesis Firehose.txt | 44B 03 Streaming Data Collection/004 What Is Amazon Kinesis Data Firehose.html | 21.88KB 03 Streaming Data Collection/005 Analyze live video at scale in real time using Amazon Kinesis Video Streams and Amazon SageMaker.txt | 144B 03 Streaming Data Collection/005 Deep Dive - Amazon Kinesis Video Streams.txt | 44B 03 Streaming Data Collection/005 Kinesis Video Streams.mp4 | 11.82MB 03 Streaming Data Collection/006 Analyzing Data Streams in Real Time with Amazon Kinesis.txt | 44B 03 Streaming Data Collection/006 Create real-time clickstream sessions and run analytics with Amazon Kinesis Data Analytics AWS Glue and Amazon Athena.txt | 157B 03 Streaming Data Collection/006 Joining and Enriching Streaming Data on Amazon Kinesis.txt | 94B 03 Streaming Data Collection/006 Kinesis Data Analytics.mp4 | 21.52MB 03 Streaming Data Collection/007 Exam Tips.mp4 | 6.85MB 03 Streaming Data Collection/007 Real-Time Machine Learning Using Amazon Kinesis.txt | 44B 03 Streaming Data Collection/007 WHITEPAPER - Streaming Data Solutions on AWS with Amazon Kinesis.pdf | 1.11MB 03 Streaming Data Collection/008 CloudFormation Template (setup data producer).txt | 123B 03 Streaming Data Collection/008 Create Subset Transformation Query.txt | 138B 03 Streaming Data Collection/008 Lambda function (add-newline-function).txt | 108B 03 Streaming Data Collection/008 PutRecord Python program.py | 128B 03 Streaming Data Collection/008 Streaming Data Collection Lab.mp4 | 125.52MB 03 Streaming Data Collection/008 httpsrandomuser.txt | 23B 04 Data Preparation/001 Introduction.mp4 | 1.62MB 04 Data Preparation/002 Concepts.mp4 | 21.60MB 04 Data Preparation/003 Categorical Encoding.mp4 | 32.79MB 04 Data Preparation/004 Text Feature Engineering.mp4 | 58.54MB 04 Data Preparation/004 tf-idf Vectorizer.html | 53.82KB 04 Data Preparation/005 Numeric Feature Engineering.mp4 | 23.75MB 04 Data Preparation/005 scikit-learn MinMaxScaler (Normalization).html | 38.21KB 04 Data Preparation/005 scikit-learn StandardScaler (Standardization).html | 48.97KB 04 Data Preparation/006 Common Dataset Formats.html | 29.84KB 04 Data Preparation/006 MNIST datasets.txt | 34B 04 Data Preparation/006 Other Feature Engineering.mp4 | 27.02MB 04 Data Preparation/007 Handling Missing Values.mp4 | 15.25MB 04 Data Preparation/008 Feature Selection.mp4 | 11.29MB 04 Data Preparation/009 AWS Glue - How it works.html | 19.04KB 04 Data Preparation/009 AWS Glue Release Review.txt | 51B 04 Data Preparation/009 AWS reInvent 2018 Integrate Amazon SageMaker with Apache Spark.txt | 44B 04 Data Preparation/009 Getting Started with AWS Glue ETL.txt | 44B 04 Data Preparation/009 Helper Tools.mp4 | 53.39MB 04 Data Preparation/009 Using Apache Spark with Amazon SageMaker - AWS Online Tech Talks.txt | 44B 04 Data Preparation/009 What is AWS Glue.txt | 44B 04 Data Preparation/010 AWS reInvent 2018 Building Serverless Analytics Pipelines with AWS Glue.txt | 44B 04 Data Preparation/010 AWS reInvent 2018 Integrate Amazon SageMaker with Apache Spark.txt | 88B 04 Data Preparation/010 Build a Data Lake Foundation with AWS Glue and Amazon S3.txt | 96B 04 Data Preparation/010 Building Serverless ETL Pipelines with AWS Glue.txt | 44B 04 Data Preparation/010 Exam Tips.mp4 | 26.68MB 04 Data Preparation/010 Whitepaper - Power Machine Learning at Scale.pdf | 654.93KB 04 Data Preparation/011 Age Groupings Query.txt | 117B 04 Data Preparation/011 Data Preparation Lab.mp4 | 103.95MB 04 Data Preparation/011 Gender Percentages Query.txt | 122B 04 Data Preparation/011 Gender mapping pyspark code.py | 117B 04 Data Preparation/011 Most Common Ages Query.txt | 120B 04 Data Preparation/011 User Data (user-data).txt | 109B 05 Data Analysis and Visualization/001 Introduction.mp4 | 2.99MB 05 Data Analysis and Visualization/002 Concepts.mp4 | 16.66MB 05 Data Analysis and Visualization/002 Gapminder Tool.txt | 33B 05 Data Analysis and Visualization/003 Relationships.mp4 | 20.08MB 05 Data Analysis and Visualization/004 Comparisons.mp4 | 13.32MB 05 Data Analysis and Visualization/005 Distributions.mp4 | 19.50MB 05 Data Analysis and Visualization/006 Compositions.mp4 | 9.61MB 05 Data Analysis and Visualization/007 Choosing A Visualization.mp4 | 20.98MB 05 Data Analysis and Visualization/008 AWS reInvent 2018 Introducing ML Insights with Amazon QuickSight.txt | 44B 05 Data Analysis and Visualization/008 Amazon QuickSight Announces General Availability of ML Insights.txt | 103B 05 Data Analysis and Visualization/008 Exam Tips.mp4 | 7.67MB 05 Data Analysis and Visualization/008 Matplotlib Python Library.txt | 24B 05 Data Analysis and Visualization/009 Box Plot Jupyter Notebook (box-plot-example.txt | 122B 05 Data Analysis and Visualization/009 Car Dataset (car_data.txt | 112B 05 Data Analysis and Visualization/009 Data Analysis and Visualization Lab.mp4 | 149.91MB 05 Data Analysis and Visualization/009 Jupyter Notebooks.txt | 21B 05 Data Analysis and Visualization/009 my-manifest.json | 116B 06 Modeling/001 Introduction.mp4 | 2.77MB 06 Modeling/002 Concepts.mp4 | 37.06MB 06 Modeling/003 Data Preparation.mp4 | 27.12MB 06 Modeling/004 SageMaker Modeling.mp4 | 48.80MB 06 Modeling/005 SageMaker Training.mp4 | 39.05MB 06 Modeling/006 Amazon Machine Learning Key Concepts.html | 54.66KB 06 Modeling/006 Exam Tips.mp4 | 9.25MB 06 Modeling/006 Managing Machine Learning Projects.pdf | 747.21KB 06 Modeling/006 Use Your Own Algorithms with Amazon SageMaker.html | 29.65KB 06 Modeling/007 Jupyter Notebook (ufo-modeling-lab.txt | 122B 06 Modeling/007 K-Means Hyperparameters Documentation.html | 29.42KB 06 Modeling/007 K-Means SageMaker Documentation.html | 69.22KB 06 Modeling/007 Modeling Lab.mp4 | 143.96MB 06 Modeling/007 UFO Sightings Dataset (ufo_fullset.txt | 115B 07 Algorithms/001 Introduction.mp4 | 2.47MB 07 Algorithms/002 OPTIONAL - Why do we call them Algorithms.mp4 | 49.65MB 07 Algorithms/003 Concepts.mp4 | 47.31MB 07 Algorithms/004 Regression.mp4 | 46.58MB 07 Algorithms/005 Clustering.mp4 | 24.94MB 07 Algorithms/006 Classification.mp4 | 23.57MB 07 Algorithms/007 Image Analysis.mp4 | 27.55MB 07 Algorithms/008 Anomaly Detection.mp4 | 20.28MB 07 Algorithms/009 Text Analytics.mp4 | 32.85MB 07 Algorithms/010 Reinforcement Learning.mp4 | 29.43MB 07 Algorithms/011 Forecasting.mp4 | 16.98MB 07 Algorithms/012 Ensemble Learning.mp4 | 24.11MB 07 Algorithms/013 Exam Tips.mp4 | 21.54MB 07 Algorithms/013 Use Amazon SageMaker Built-in Algorithms.html | 29.94KB 07 Algorithms/014 Algorithms Lab.mp4 | 195.99MB 07 Algorithms/014 Jupyter Notebook (ufo-algorithms-lab.txt | 124B 07 Algorithms/014 UFO Sightings Dataset (ufo_fullset.txt | 115B 08 Evaluation and Optimization/001 Introduction.mp4 | 1.61MB 08 Evaluation and Optimization/002 Concepts.mp4 | 19.20MB 08 Evaluation and Optimization/003 Monitoring and Analyzing Training Jobs.mp4 | 11.05MB 08 Evaluation and Optimization/004 Evaluating Model Accuracy.mp4 | 50.89MB 08 Evaluation and Optimization/005 Model Tuning.mp4 | 24.65MB 08 Evaluation and Optimization/006 Amazon SageMaker Automatic Model Tuning Using Machine Learning for Machine Learning.txt | 67B 08 Evaluation and Optimization/006 Easily monitor and visualize metrics while training models on Amazon SageMaker.txt | 126B 08 Evaluation and Optimization/006 Exam Tips.mp4 | 10.40MB 08 Evaluation and Optimization/006 Incremental Training in Amazon SageMaker.html | 49.84KB 08 Evaluation and Optimization/007 Evaluation and Optimization Lab.mp4 | 164.32MB 08 Evaluation and Optimization/007 Hyperparameter Tuning with Amazon SageMakers Automatic Model Tuning - AWS Online Tech Talks.txt | 44B 08 Evaluation and Optimization/007 Jupyter Notebook (ufo-evaluation-optimization-lab.txt | 137B 08 Evaluation and Optimization/007 Linear Learner Hyperparameters.html | 86.40KB 08 Evaluation and Optimization/007 Training Dataset in recordIO Protobuf format (ufo_sightings_train_recordIO_protobuf.txt | 142B 08 Evaluation and Optimization/007 Validation Dataset in recordIO Protobuf format (ufo_sightings_validation_recordIO_protobuf.txt | 148B 09 Implementation and Operations/001 Introduction.mp4 | 2.87MB 09 Implementation and Operations/002 Concepts.mp4 | 43.12MB 09 Implementation and Operations/003 AI Developer Services.mp4 | 17.71MB 09 Implementation and Operations/004 Amazon SageMaker Deployments.mp4 | 36.25MB 09 Implementation and Operations/005 Other ML Deployment Options.mp4 | 7.28MB 09 Implementation and Operations/006 Security.mp4 | 42.95MB 09 Implementation and Operations/007 Monitor and Evaluate.mp4 | 34.25MB 09 Implementation and Operations/008 AWS Docs Best Practices for Deploying Models.html | 28.47KB 09 Implementation and Operations/008 AWS Whitepaper Power Machine Learning at Scale.pdf | 654.93KB 09 Implementation and Operations/008 Exam Tips.mp4 | 14.11MB 09 Implementation and Operations/009 Call an Amazon SageMaker model endpoint using Amazon API Gateway and AWS Lambda.txt | 127B 09 Implementation and Operations/009 Implementation and Operations Lab.mp4 | 164.09MB 09 Implementation and Operations/009 Jupyter Notebook (ufo-implementation-operations-lab.txt | 139B 09 Implementation and Operations/009 Lambda Function (lambda_function.py | 118B 09 Implementation and Operations/009 Sample Request JSON (sample_request.json | 119B 09 Implementation and Operations/009 UFO Full Dataset (ufo_fullset.txt | 115B 09 Implementation and Operations/010 Deconstruction Lab.mp4 | 16.93MB 10 Wrap-Up/001 Good Luck.mp4 | 7.58MB