FreeCourseWorld Com Udemy AWS Certified Machine Learning Specialty 2020 Hands On

FreeCourseWorld Com Udemy AWS Certified Machine Learning Specialty 2020 Hands On

Name	[FreeCourseWorld.Com] Udemy - AWS Certified Machine Learning Specialty 2020 - Hands On!	DOWNLOAD Copy Link
Total Size	3.8 GB
Total Files	228
Last Seen	2024-11-16 23:38
Hash	C3E69EA7FFDDD3C4C15123BB34BC729DEFB18F3C

/01 Introduction/
001 Udemy 101.en.srt	4.0 KB
001 Udemy 101.mp4	18.3 MB
002 Course Introduction What to Expect.en.srt	10.6 KB
002 Course Introduction What to Expect.mp4	82.0 MB
003 Get the Course Materials.en.srt	3.4 KB
003 Get the Course Materials.mp4	18.1 MB
external-assets-links.txt	0.1 KB
/02 Data Engineering/
004 Section Intro Data Engineering.en.srt	1.8 KB
004 Section Intro Data Engineering.mp4	25.5 MB
005 Amazon S3 - Overview.en.srt	8.7 KB
005 Amazon S3 - Overview.mp4	25.6 MB
006 Amazon S3 - Storage Tiers Lifecycle Rules.en.srt	7.5 KB
006 Amazon S3 - Storage Tiers Lifecycle Rules.mp4	23.2 MB
007 Amazon S3 Security.en.srt	12.5 KB
007 Amazon S3 Security.mp4	39.0 MB
008 Kinesis Data Streams Kinesis Data Firehose.en.srt	14.6 KB
008 Kinesis Data Streams Kinesis Data Firehose.mp4	41.1 MB
009 Lab 1.1 - Kinesis Data Firehose.en.srt	10.0 KB
009 Lab 1.1 - Kinesis Data Firehose.mp4	36.8 MB
010 Kinesis Data Analytics.en.srt	7.3 KB
010 Kinesis Data Analytics.mp4	22.4 MB
011 Lab 1.2 - Kinesis Data Analytics.en.srt	12.2 KB
011 Lab 1.2 - Kinesis Data Analytics.mp4	55.4 MB
012 Kinesis Video Streams.en.srt	4.9 KB
012 Kinesis Video Streams.mp4	14.8 MB
013 Kinesis ML Summary.en.srt	1.9 KB
013 Kinesis ML Summary.mp4	5.3 MB
014 Glue Data Catalog Crawlers.en.srt	4.3 KB
014 Glue Data Catalog Crawlers.mp4	11.9 MB
015 Lab 1.3 - Glue Data Catalog.en.srt	7.2 KB
015 Lab 1.3 - Glue Data Catalog.mp4	23.6 MB
016 Glue ETL.en.srt	3.5 KB
016 Glue ETL.mp4	10.3 MB
017 Lab 1.4 - Glue ETL.en.srt	9.9 KB
017 Lab 1.4 - Glue ETL.mp4	43.0 MB
018 Lab 1.5 - Athena.en.srt	2.4 KB
018 Lab 1.5 - Athena.mp4	9.1 MB
019 Lab 1 - Cleanup.en.srt	2.7 KB
019 Lab 1 - Cleanup.mp4	9.9 MB
020 AWS Data Stores in Machine Learning.en.srt	5.5 KB
020 AWS Data Stores in Machine Learning.mp4	14.5 MB
021 AWS Data Pipelines.en.srt	4.6 KB
021 AWS Data Pipelines.mp4	14.7 MB
022 AWS Batch.en.srt	3.1 KB
022 AWS Batch.mp4	8.7 MB
023 AWS DMS - Database Migration Services.en.srt	3.2 KB
023 AWS DMS - Database Migration Services.mp4	9.9 MB
024 AWS Step Functions.en.srt	5.0 KB
024 AWS Step Functions.mp4	14.0 MB
025 Full Data Engineering Pipelines.en.srt	9.0 KB
025 Full Data Engineering Pipelines.mp4	23.9 MB
026 Data Engineering Summary.html	3.0 KB
/03 Exploratory Data Analysis/
027 Section Intro Data Analysis.en.srt	2.0 KB
027 Section Intro Data Analysis.mp4	28.4 MB
028 Python in Data Science and Machine Learning.en.srt	21.6 KB
028 Python in Data Science and Machine Learning.mp4	49.0 MB
029 Example Preparing Data for Machine Learning in a Jupyter Notebook.en.srt	18.1 KB
029 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4	86.8 MB
030 Types of Data.en.srt	7.9 KB
030 Types of Data.mp4	29.8 MB
031 Data Distributions.en.srt	9.7 KB
031 Data Distributions.mp4	23.5 MB
032 Time Series Trends and Seasonality.en.srt	6.6 KB
032 Time Series Trends and Seasonality.mp4	17.1 MB
033 Introduction to Amazon Athena.en.srt	8.2 KB
033 Introduction to Amazon Athena.mp4	29.3 MB
034 Overview of Amazon Quicksight.en.srt	9.7 KB
034 Overview of Amazon Quicksight.mp4	35.7 MB
035 Types of Visualizations and When to Use Them.en.srt	7.9 KB
035 Types of Visualizations and When to Use Them.mp4	23.7 MB
036 Elastic MapReduce (EMR) and Hadoop Overview.en.srt	11.6 KB
036 Elastic MapReduce (EMR) and Hadoop Overview.mp4	35.4 MB
037 Apache Spark on EMR.en.srt	15.4 KB
037 Apache Spark on EMR.mp4	35.3 MB
038 EMR Notebooks Security and Instance Types.en.srt	5.9 KB
038 EMR Notebooks Security and Instance Types.mp4	25.7 MB
039 Feature Engineering and the Curse of Dimensionality.en.srt	12.5 KB
039 Feature Engineering and the Curse of Dimensionality.mp4	50.1 MB
040 Imputing Missing Data.en.srt	14.5 KB
040 Imputing Missing Data.mp4	55.9 MB
041 Dealing with Unbalanced Data.en.srt	9.7 KB
041 Dealing with Unbalanced Data.mp4	42.8 MB
042 Handling Outliers.en.srt	15.1 KB
042 Handling Outliers.mp4	52.9 MB
043 Binning Transforming Encoding Scaling and Shuffling.en.srt	14.2 KB
043 Binning Transforming Encoding Scaling and Shuffling.mp4	55.2 MB
044 Amazon SageMaker Ground Truth and Label Generation.en.srt	7.5 KB
044 Amazon SageMaker Ground Truth and Label Generation.mp4	29.8 MB
045 Lab Preparing Data for TF-IDF with Spark and EMR Part 1.en.srt	10.3 KB
045 Lab Preparing Data for TF-IDF with Spark and EMR Part 1.mp4	32.0 MB
046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.en.srt	14.8 KB
046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.mp4	87.7 MB
047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.en.srt	23.3 KB
047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.mp4	133.9 MB
/04 Modeling/
048 Section Intro Modeling.en.srt	3.1 KB
048 Section Intro Modeling.mp4	42.2 MB
049 Introduction to Deep Learning.en.srt	15.1 KB
049 Introduction to Deep Learning.mp4	66.7 MB
050 Activation Functions.en.srt	20.1 KB
050 Activation Functions.mp4	49.3 MB
051 Convolutional Neural Networks.en.srt	20.5 KB
051 Convolutional Neural Networks.mp4	93.4 MB
052 Recurrent Neural Networks.en.srt	17.7 KB
052 Recurrent Neural Networks.mp4	62.4 MB
053 Deep Learning on EC2 and EMR.en.srt	2.5 KB
053 Deep Learning on EC2 and EMR.mp4	11.2 MB
054 Tuning Neural Networks.en.srt	8.5 KB
054 Tuning Neural Networks.mp4	23.2 MB
055 Regularization Techniques for Neural Networks (Dropout Early Stopping).en.srt	12.4 KB
055 Regularization Techniques for Neural Networks (Dropout Early Stopping).mp4	42.4 MB
056 Grief with Gradients The Vanishing Gradient problem.en.srt	8.0 KB
056 Grief with Gradients The Vanishing Gradient problem.mp4	25.4 MB
057 L1 and L2 Regularization.en.srt	5.0 KB
057 L1 and L2 Regularization.mp4	14.3 MB
058 The Confusion Matrix.en.srt	10.0 KB
058 The Confusion Matrix.mp4	21.3 MB
059 Precision Recall F1 AUC and more.en.srt	11.4 KB
059 Precision Recall F1 AUC and more.mp4	31.7 MB
060 Ensemble Methods Bagging and Boosting.en.srt	6.3 KB
060 Ensemble Methods Bagging and Boosting.mp4	18.9 MB
061 Introducing Amazon SageMaker.en.srt	14.3 KB
061 Introducing Amazon SageMaker.mp4	53.8 MB
062 Linear Learner in SageMaker.en.srt	8.1 KB
062 Linear Learner in SageMaker.mp4	25.0 MB
063 XGBoost in SageMaker.en.srt	4.7 KB
063 XGBoost in SageMaker.mp4	16.0 MB
064 Seq2Seq in SageMaker.en.srt	7.8 KB
064 Seq2Seq in SageMaker.mp4	26.9 MB
065 DeepAR in SageMaker.en.srt	6.8 KB
065 DeepAR in SageMaker.mp4	25.3 MB
066 BlazingText in SageMaker.en.srt	8.7 KB
066 BlazingText in SageMaker.mp4	31.0 MB
067 Object2Vec in SageMaker.en.srt	7.8 KB
067 Object2Vec in SageMaker.mp4	34.4 MB
068 Object Detection in SageMaker.en.srt	7.3 KB
068 Object Detection in SageMaker.mp4	25.3 MB
069 Image Classification in SageMaker.en.srt	7.0 KB
069 Image Classification in SageMaker.mp4	23.9 MB
070 Semantic Segmentation in SageMaker.en.srt	6.5 KB
070 Semantic Segmentation in SageMaker.mp4	22.9 MB
071 Random Cut Forest in SageMaker.en.srt	5.0 KB
071 Random Cut Forest in SageMaker.mp4	16.8 MB
072 Neural Topic Model in SageMaker.en.srt	5.6 KB
072 Neural Topic Model in SageMaker.mp4	19.3 MB
073 Latent Dirichlet Allocation (LDA) in SageMaker.en.srt	5.4 KB
073 Latent Dirichlet Allocation (LDA) in SageMaker.mp4	17.4 MB
074 K-Nearest-Neighbors (KNN) in SageMaker.en.srt	4.9 KB
074 K-Nearest-Neighbors (KNN) in SageMaker.mp4	14.5 MB
075 K-Means Clustering in SageMaker.en.srt	8.4 KB
075 K-Means Clustering in SageMaker.mp4	27.4 MB
076 Principal Component Analysis (PCA) in SageMaker.en.srt	5.7 KB
076 Principal Component Analysis (PCA) in SageMaker.mp4	19.3 MB
077 Factorization Machines in SageMaker.en.srt	7.0 KB
077 Factorization Machines in SageMaker.mp4	20.5 MB
078 IP Insights in SageMaker.en.srt	4.9 KB
078 IP Insights in SageMaker.mp4	15.9 MB
079 Reinforcement Learning in SageMaker.en.srt	21.0 KB
079 Reinforcement Learning in SageMaker.mp4	71.5 MB
080 Automatic Model Tuning.en.srt	10.5 KB
080 Automatic Model Tuning.mp4	36.7 MB
081 Apache Spark with SageMaker.en.srt	5.6 KB
081 Apache Spark with SageMaker.mp4	21.5 MB
082 SageMaker Studio and new SageMaker features for 2020.en.srt	10.8 KB
082 SageMaker Studio and new SageMaker features for 2020.mp4	29.7 MB
083 Amazon Comprehend.en.srt	10.2 KB
083 Amazon Comprehend.mp4	21.4 MB
084 Amazon Translate.en.srt	3.6 KB
084 Amazon Translate.mp4	9.0 MB
085 Amazon Transcribe.en.srt	7.3 KB
085 Amazon Transcribe.mp4	29.7 MB
086 Amazon Polly.en.srt	10.0 KB
086 Amazon Polly.mp4	34.1 MB
087 Amazon Rekognition.en.srt	13.7 KB
087 Amazon Rekognition.mp4	53.1 MB
088 Amazon Forecast.en.srt	2.9 KB
088 Amazon Forecast.mp4	11.6 MB
089 Amazon Lex.en.srt	5.1 KB
089 Amazon Lex.mp4	19.5 MB
090 The Best of the Rest Other High-Level AWS Machine Learning Services.en.srt	4.7 KB
090 The Best of the Rest Other High-Level AWS Machine Learning Services.mp4	16.3 MB
091 New ML Services for 2020.en.srt	11.0 KB
091 New ML Services for 2020.mp4	38.7 MB
092 Putting them All Together.en.srt	3.6 KB
092 Putting them All Together.mp4	11.5 MB
093 Lab Tuning a Convolutional Neural Network on EC2 Part 1.en.srt	13.4 KB
093 Lab Tuning a Convolutional Neural Network on EC2 Part 1.mp4	81.8 MB
094 Lab Tuning a Convolutional Neural Network on EC2 Part 2.en.srt	15.3 KB
094 Lab Tuning a Convolutional Neural Network on EC2 Part 2.mp4	84.4 MB
095 Lab Tuning a Convolutional Neural Network on EC2 Part 3.en.srt	11.2 KB
095 Lab Tuning a Convolutional Neural Network on EC2 Part 3.mp4	59.3 MB
/05 ML Implementation and Operations/
096 Section Intro Machine Learning Implementation and Operations.en.srt	1.8 KB
096 Section Intro Machine Learning Implementation and Operations.mp4	27.7 MB
097 SageMakers Inner Details and Production Variants.en.srt	19.2 KB
097 SageMakers Inner Details and Production Variants.mp4	52.8 MB
098 SageMaker On the Edge SageMaker Neo and IoT Greengrass.en.srt	7.0 KB
098 SageMaker On the Edge SageMaker Neo and IoT Greengrass.mp4	36.3 MB
099 SageMaker Security Encryption at Rest and In Transit.en.srt	7.4 KB
099 SageMaker Security Encryption at Rest and In Transit.mp4	29.3 MB
100 SageMaker Security VPCs IAM Logging and Monitoring.en.srt	6.7 KB
100 SageMaker Security VPCs IAM Logging and Monitoring.mp4	23.5 MB
101 SageMaker Resource Management Instance Types and Spot Training.en.srt	5.8 KB
101 SageMaker Resource Management Instance Types and Spot Training.mp4	18.3 MB
102 SageMaker Resource Management Elastic Inference Automatic Scaling AZs.en.srt	7.5 KB
102 SageMaker Resource Management Elastic Inference Automatic Scaling AZs.mp4	30.7 MB
103 SageMaker Inference Pipelines.en.srt	2.7 KB
103 SageMaker Inference Pipelines.mp4	11.8 MB
104 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 1.en.srt	8.9 KB
104 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 1.mp4	32.5 MB
105 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 2.en.srt	18.6 KB
105 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 2.mp4	84.6 MB
106 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 3.en.srt	21.7 KB
106 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 3.mp4	97.2 MB
/06 Wrapping Up/
107 Section Intro Wrapping Up.en.srt	0.7 KB
107 Section Intro Wrapping Up.mp4	9.5 MB
108 More Preparation Resources.en.srt	10.3 KB
108 More Preparation Resources.mp4	31.6 MB
109 Test-Taking Strategies and What to Expect.en.srt	18.5 KB
109 Test-Taking Strategies and What to Expect.mp4	75.6 MB
110 You Made It.en.srt	1.3 KB
110 You Made It.mp4	18.0 MB
111 Save 50 on your AWS Exam Cost.en.srt	3.0 KB
111 Save 50 on your AWS Exam Cost.mp4	9.9 MB
112 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only.en.srt	2.0 KB
112 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only.mp4	6.6 MB
/07 Practice Exams/
113 THANK YOU.en.srt	2.8 KB
113 THANK YOU.mp4	27.7 MB
114 Bonus Lecture Get the Full 3-Hour Practice Exam.html	13.3 KB
/
[FreeCourseWorld.Com].url	0.1 KB
Total files 228