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[FreeCourseWorld.Com] Udemy - AWS Certified Machine Learning Specialty 2020 - Hands On!

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FreeCourseWorld Com Udemy AWS Certified Machine Learning Specialty 2020 Hands On

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File Name

Size

01 Introduction/001 Udemy 101.en.srt

3.86KB

01 Introduction/001 Udemy 101.mp4

17.43MB

01 Introduction/002 Course Introduction What to Expect.en.srt

10.33KB

01 Introduction/002 Course Introduction What to Expect.mp4

78.18MB

01 Introduction/003 Get the Course Materials.en.srt

3.29KB

01 Introduction/003 Get the Course Materials.mp4

17.28MB

01 Introduction/external-assets-links.txt

105B

02 Data Engineering/004 Section Intro Data Engineering.en.srt

1.79KB

02 Data Engineering/004 Section Intro Data Engineering.mp4

24.29MB

02 Data Engineering/005 Amazon S3 - Overview.en.srt

8.49KB

02 Data Engineering/005 Amazon S3 - Overview.mp4

24.38MB

02 Data Engineering/006 Amazon S3 - Storage Tiers Lifecycle Rules.en.srt

7.34KB

02 Data Engineering/006 Amazon S3 - Storage Tiers Lifecycle Rules.mp4

22.15MB

02 Data Engineering/007 Amazon S3 Security.en.srt

12.17KB

02 Data Engineering/007 Amazon S3 Security.mp4

37.2MB

02 Data Engineering/008 Kinesis Data Streams Kinesis Data Firehose.en.srt

14.3KB

02 Data Engineering/008 Kinesis Data Streams Kinesis Data Firehose.mp4

39.17MB

02 Data Engineering/009 Lab 1.1 - Kinesis Data Firehose.en.srt

9.8KB

02 Data Engineering/009 Lab 1.1 - Kinesis Data Firehose.mp4

35.1MB

02 Data Engineering/010 Kinesis Data Analytics.en.srt

7.11KB

02 Data Engineering/010 Kinesis Data Analytics.mp4

21.4MB

02 Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.en.srt

11.87KB

02 Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.mp4

52.84MB

02 Data Engineering/012 Kinesis Video Streams.en.srt

4.8KB

02 Data Engineering/012 Kinesis Video Streams.mp4

14.07MB

02 Data Engineering/013 Kinesis ML Summary.en.srt

1.84KB

02 Data Engineering/013 Kinesis ML Summary.mp4

5.07MB

02 Data Engineering/014 Glue Data Catalog Crawlers.en.srt

4.21KB

02 Data Engineering/014 Glue Data Catalog Crawlers.mp4

11.39MB

02 Data Engineering/015 Lab 1.3 - Glue Data Catalog.en.srt

7.06KB

02 Data Engineering/015 Lab 1.3 - Glue Data Catalog.mp4

22.52MB

02 Data Engineering/016 Glue ETL.en.srt

3.46KB

02 Data Engineering/016 Glue ETL.mp4

9.82MB

02 Data Engineering/017 Lab 1.4 - Glue ETL.en.srt

9.69KB

02 Data Engineering/017 Lab 1.4 - Glue ETL.mp4

41.05MB

02 Data Engineering/018 Lab 1.5 - Athena.en.srt

2.32KB

02 Data Engineering/018 Lab 1.5 - Athena.mp4

8.67MB

02 Data Engineering/019 Lab 1 - Cleanup.en.srt

2.64KB

02 Data Engineering/019 Lab 1 - Cleanup.mp4

9.45MB

02 Data Engineering/020 AWS Data Stores in Machine Learning.en.srt

5.4KB

02 Data Engineering/020 AWS Data Stores in Machine Learning.mp4

13.8MB

02 Data Engineering/021 AWS Data Pipelines.en.srt

4.51KB

02 Data Engineering/021 AWS Data Pipelines.mp4

14.04MB

02 Data Engineering/022 AWS Batch.en.srt

3.05KB

02 Data Engineering/022 AWS Batch.mp4

8.34MB

02 Data Engineering/023 AWS DMS - Database Migration Services.en.srt

3.15KB

02 Data Engineering/023 AWS DMS - Database Migration Services.mp4

9.42MB

02 Data Engineering/024 AWS Step Functions.en.srt

4.91KB

02 Data Engineering/024 AWS Step Functions.mp4

13.4MB

02 Data Engineering/025 Full Data Engineering Pipelines.en.srt

8.8KB

02 Data Engineering/025 Full Data Engineering Pipelines.mp4

22.84MB

02 Data Engineering/026 Data Engineering Summary.html

2.89KB

03 Exploratory Data Analysis/027 Section Intro Data Analysis.en.srt

2KB

03 Exploratory Data Analysis/027 Section Intro Data Analysis.mp4

27.05MB

03 Exploratory Data Analysis/028 Python in Data Science and Machine Learning.en.srt

21.09KB

03 Exploratory Data Analysis/028 Python in Data Science and Machine Learning.mp4

46.76MB

03 Exploratory Data Analysis/029 Example Preparing Data for Machine Learning in a Jupyter Notebook.en.srt

17.69KB

03 Exploratory Data Analysis/029 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4

82.75MB

03 Exploratory Data Analysis/030 Types of Data.en.srt

7.68KB

03 Exploratory Data Analysis/030 Types of Data.mp4

28.39MB

03 Exploratory Data Analysis/031 Data Distributions.en.srt

9.52KB

03 Exploratory Data Analysis/031 Data Distributions.mp4

22.38MB

03 Exploratory Data Analysis/032 Time Series Trends and Seasonality.en.srt

6.46KB

03 Exploratory Data Analysis/032 Time Series Trends and Seasonality.mp4

16.3MB

03 Exploratory Data Analysis/033 Introduction to Amazon Athena.en.srt

7.98KB

03 Exploratory Data Analysis/033 Introduction to Amazon Athena.mp4

27.92MB

03 Exploratory Data Analysis/034 Overview of Amazon Quicksight.en.srt

9.46KB

03 Exploratory Data Analysis/034 Overview of Amazon Quicksight.mp4

34.03MB

03 Exploratory Data Analysis/035 Types of Visualizations and When to Use Them.en.srt

7.69KB

03 Exploratory Data Analysis/035 Types of Visualizations and When to Use Them.mp4

22.6MB

03 Exploratory Data Analysis/036 Elastic MapReduce (EMR) and Hadoop Overview.en.srt

11.37KB

03 Exploratory Data Analysis/036 Elastic MapReduce (EMR) and Hadoop Overview.mp4

33.76MB

03 Exploratory Data Analysis/037 Apache Spark on EMR.en.srt

15.01KB

03 Exploratory Data Analysis/037 Apache Spark on EMR.mp4

33.69MB

03 Exploratory Data Analysis/038 EMR Notebooks Security and Instance Types.en.srt

5.73KB

03 Exploratory Data Analysis/038 EMR Notebooks Security and Instance Types.mp4

24.49MB

03 Exploratory Data Analysis/039 Feature Engineering and the Curse of Dimensionality.en.srt

12.25KB

03 Exploratory Data Analysis/039 Feature Engineering and the Curse of Dimensionality.mp4

47.82MB

03 Exploratory Data Analysis/040 Imputing Missing Data.en.srt

14.13KB

03 Exploratory Data Analysis/040 Imputing Missing Data.mp4

53.3MB

03 Exploratory Data Analysis/041 Dealing with Unbalanced Data.en.srt

9.51KB

03 Exploratory Data Analysis/041 Dealing with Unbalanced Data.mp4

40.86MB

03 Exploratory Data Analysis/042 Handling Outliers.en.srt

14.72KB

03 Exploratory Data Analysis/042 Handling Outliers.mp4

50.48MB

03 Exploratory Data Analysis/043 Binning Transforming Encoding Scaling and Shuffling.en.srt

13.9KB

03 Exploratory Data Analysis/043 Binning Transforming Encoding Scaling and Shuffling.mp4

52.65MB

03 Exploratory Data Analysis/044 Amazon SageMaker Ground Truth and Label Generation.en.srt

7.36KB

03 Exploratory Data Analysis/044 Amazon SageMaker Ground Truth and Label Generation.mp4

28.41MB

03 Exploratory Data Analysis/045 Lab Preparing Data for TF-IDF with Spark and EMR Part 1.en.srt

10.09KB

03 Exploratory Data Analysis/045 Lab Preparing Data for TF-IDF with Spark and EMR Part 1.mp4

30.48MB

03 Exploratory Data Analysis/046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.en.srt

14.41KB

03 Exploratory Data Analysis/046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.mp4

83.63MB

03 Exploratory Data Analysis/047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.en.srt

22.71KB

03 Exploratory Data Analysis/047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.mp4

127.67MB

04 Modeling/048 Section Intro Modeling.en.srt

3.01KB

04 Modeling/048 Section Intro Modeling.mp4

40.28MB

04 Modeling/049 Introduction to Deep Learning.en.srt

14.76KB

04 Modeling/049 Introduction to Deep Learning.mp4

63.65MB

04 Modeling/050 Activation Functions.en.srt

19.59KB

04 Modeling/050 Activation Functions.mp4

46.98MB

04 Modeling/051 Convolutional Neural Networks.en.srt

20.06KB

04 Modeling/051 Convolutional Neural Networks.mp4

89.06MB

04 Modeling/052 Recurrent Neural Networks.en.srt

17.3KB

04 Modeling/052 Recurrent Neural Networks.mp4

59.5MB

04 Modeling/053 Deep Learning on EC2 and EMR.en.srt

2.45KB

04 Modeling/053 Deep Learning on EC2 and EMR.mp4

10.64MB

04 Modeling/054 Tuning Neural Networks.en.srt

8.29KB

04 Modeling/054 Tuning Neural Networks.mp4

22.1MB

04 Modeling/055 Regularization Techniques for Neural Networks (Dropout Early Stopping).en.srt

12.09KB

04 Modeling/055 Regularization Techniques for Neural Networks (Dropout Early Stopping).mp4

40.48MB

04 Modeling/056 Grief with Gradients The Vanishing Gradient problem.en.srt

7.78KB

04 Modeling/056 Grief with Gradients The Vanishing Gradient problem.mp4

24.25MB

04 Modeling/057 L1 and L2 Regularization.en.srt

4.9KB

04 Modeling/057 L1 and L2 Regularization.mp4

13.66MB

04 Modeling/058 The Confusion Matrix.en.srt

9.77KB

04 Modeling/058 The Confusion Matrix.mp4

20.27MB

04 Modeling/059 Precision Recall F1 AUC and more.en.srt

11.09KB

04 Modeling/059 Precision Recall F1 AUC and more.mp4

30.18MB

04 Modeling/060 Ensemble Methods Bagging and Boosting.en.srt

6.11KB

04 Modeling/060 Ensemble Methods Bagging and Boosting.mp4

18.06MB

04 Modeling/061 Introducing Amazon SageMaker.en.srt

13.95KB

04 Modeling/061 Introducing Amazon SageMaker.mp4

51.35MB

04 Modeling/062 Linear Learner in SageMaker.en.srt

7.9KB

04 Modeling/062 Linear Learner in SageMaker.mp4

23.8MB

04 Modeling/063 XGBoost in SageMaker.en.srt

4.6KB

04 Modeling/063 XGBoost in SageMaker.mp4

15.3MB

04 Modeling/064 Seq2Seq in SageMaker.en.srt

7.57KB

04 Modeling/064 Seq2Seq in SageMaker.mp4

25.61MB

04 Modeling/065 DeepAR in SageMaker.en.srt

6.67KB

04 Modeling/065 DeepAR in SageMaker.mp4

24.13MB

04 Modeling/066 BlazingText in SageMaker.en.srt

8.45KB

04 Modeling/066 BlazingText in SageMaker.mp4

29.56MB

04 Modeling/067 Object2Vec in SageMaker.en.srt

7.66KB

04 Modeling/067 Object2Vec in SageMaker.mp4

32.84MB

04 Modeling/068 Object Detection in SageMaker.en.srt

7.09KB

04 Modeling/068 Object Detection in SageMaker.mp4

24.14MB

04 Modeling/069 Image Classification in SageMaker.en.srt

6.84KB

04 Modeling/069 Image Classification in SageMaker.mp4

22.83MB

04 Modeling/070 Semantic Segmentation in SageMaker.en.srt

6.33KB

04 Modeling/070 Semantic Segmentation in SageMaker.mp4

21.83MB

04 Modeling/071 Random Cut Forest in SageMaker.en.srt

4.86KB

04 Modeling/071 Random Cut Forest in SageMaker.mp4

16.04MB

04 Modeling/072 Neural Topic Model in SageMaker.en.srt

5.44KB

04 Modeling/072 Neural Topic Model in SageMaker.mp4

18.38MB

04 Modeling/073 Latent Dirichlet Allocation (LDA) in SageMaker.en.srt

5.29KB

04 Modeling/073 Latent Dirichlet Allocation (LDA) in SageMaker.mp4

16.59MB

04 Modeling/074 K-Nearest-Neighbors (KNN) in SageMaker.en.srt

4.81KB

04 Modeling/074 K-Nearest-Neighbors (KNN) in SageMaker.mp4

13.87MB

04 Modeling/075 K-Means Clustering in SageMaker.en.srt

8.16KB

04 Modeling/075 K-Means Clustering in SageMaker.mp4

26.18MB

04 Modeling/076 Principal Component Analysis (PCA) in SageMaker.en.srt

5.52KB

04 Modeling/076 Principal Component Analysis (PCA) in SageMaker.mp4

18.41MB

04 Modeling/077 Factorization Machines in SageMaker.en.srt

6.86KB

04 Modeling/077 Factorization Machines in SageMaker.mp4

19.58MB

04 Modeling/078 IP Insights in SageMaker.en.srt

4.81KB

04 Modeling/078 IP Insights in SageMaker.mp4

15.17MB

04 Modeling/079 Reinforcement Learning in SageMaker.en.srt

20.53KB

04 Modeling/079 Reinforcement Learning in SageMaker.mp4

68.19MB

04 Modeling/080 Automatic Model Tuning.en.srt

10.22KB

04 Modeling/080 Automatic Model Tuning.mp4

35.01MB

04 Modeling/081 Apache Spark with SageMaker.en.srt

5.5KB

04 Modeling/081 Apache Spark with SageMaker.mp4

20.51MB

04 Modeling/082 SageMaker Studio and new SageMaker features for 2020.en.srt

10.58KB

04 Modeling/082 SageMaker Studio and new SageMaker features for 2020.mp4

28.28MB

04 Modeling/083 Amazon Comprehend.en.srt

9.97KB

04 Modeling/083 Amazon Comprehend.mp4

20.43MB

04 Modeling/084 Amazon Translate.en.srt

3.51KB

04 Modeling/084 Amazon Translate.mp4

8.62MB

04 Modeling/085 Amazon Transcribe.en.srt

7.11KB

04 Modeling/085 Amazon Transcribe.mp4

28.3MB

04 Modeling/086 Amazon Polly.en.srt

9.79KB

04 Modeling/086 Amazon Polly.mp4

32.48MB

04 Modeling/087 Amazon Rekognition.en.srt

13.41KB

04 Modeling/087 Amazon Rekognition.mp4

50.59MB

04 Modeling/088 Amazon Forecast.en.srt

2.79KB

04 Modeling/088 Amazon Forecast.mp4

11.08MB

04 Modeling/089 Amazon Lex.en.srt

4.95KB

04 Modeling/089 Amazon Lex.mp4

18.64MB

04 Modeling/090 The Best of the Rest Other High-Level AWS Machine Learning Services.en.srt

4.57KB

04 Modeling/090 The Best of the Rest Other High-Level AWS Machine Learning Services.mp4

15.59MB

04 Modeling/091 New ML Services for 2020.en.srt

10.72KB

04 Modeling/091 New ML Services for 2020.mp4

36.87MB

04 Modeling/092 Putting them All Together.en.srt

3.47KB

04 Modeling/092 Putting them All Together.mp4

10.97MB

04 Modeling/093 Lab Tuning a Convolutional Neural Network on EC2 Part 1.en.srt

13.11KB

04 Modeling/093 Lab Tuning a Convolutional Neural Network on EC2 Part 1.mp4

78MB

04 Modeling/094 Lab Tuning a Convolutional Neural Network on EC2 Part 2.en.srt

14.92KB

04 Modeling/094 Lab Tuning a Convolutional Neural Network on EC2 Part 2.mp4

80.46MB

04 Modeling/095 Lab Tuning a Convolutional Neural Network on EC2 Part 3.en.srt

10.92KB

04 Modeling/095 Lab Tuning a Convolutional Neural Network on EC2 Part 3.mp4

56.51MB

05 ML Implementation and Operations/096 Section Intro Machine Learning Implementation and Operations.en.srt

1.78KB

05 ML Implementation and Operations/096 Section Intro Machine Learning Implementation and Operations.mp4

26.38MB

05 ML Implementation and Operations/097 SageMakers Inner Details and Production Variants.en.srt

18.75KB

05 ML Implementation and Operations/097 SageMakers Inner Details and Production Variants.mp4

50.31MB

05 ML Implementation and Operations/098 SageMaker On the Edge SageMaker Neo and IoT Greengrass.en.srt

6.84KB

05 ML Implementation and Operations/098 SageMaker On the Edge SageMaker Neo and IoT Greengrass.mp4

34.65MB

05 ML Implementation and Operations/099 SageMaker Security Encryption at Rest and In Transit.en.srt

7.2KB

05 ML Implementation and Operations/099 SageMaker Security Encryption at Rest and In Transit.mp4

27.9MB

05 ML Implementation and Operations/100 SageMaker Security VPCs IAM Logging and Monitoring.en.srt

6.5KB

05 ML Implementation and Operations/100 SageMaker Security VPCs IAM Logging and Monitoring.mp4

22.42MB

05 ML Implementation and Operations/101 SageMaker Resource Management Instance Types and Spot Training.en.srt

5.68KB

05 ML Implementation and Operations/101 SageMaker Resource Management Instance Types and Spot Training.mp4

17.42MB

05 ML Implementation and Operations/102 SageMaker Resource Management Elastic Inference Automatic Scaling AZs.en.srt

7.29KB

05 ML Implementation and Operations/102 SageMaker Resource Management Elastic Inference Automatic Scaling AZs.mp4

29.27MB

05 ML Implementation and Operations/103 SageMaker Inference Pipelines.en.srt

2.64KB

05 ML Implementation and Operations/103 SageMaker Inference Pipelines.mp4

11.24MB

05 ML Implementation and Operations/104 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 1.en.srt

8.74KB

05 ML Implementation and Operations/104 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 1.mp4

30.96MB

05 ML Implementation and Operations/105 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 2.en.srt

18.12KB

05 ML Implementation and Operations/105 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 2.mp4

80.64MB

05 ML Implementation and Operations/106 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 3.en.srt

21.22KB

05 ML Implementation and Operations/106 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 3.mp4

92.67MB

06 Wrapping Up/107 Section Intro Wrapping Up.en.srt

742B

06 Wrapping Up/107 Section Intro Wrapping Up.mp4

9.08MB

06 Wrapping Up/108 More Preparation Resources.en.srt

10.05KB

06 Wrapping Up/108 More Preparation Resources.mp4

30.16MB

06 Wrapping Up/109 Test-Taking Strategies and What to Expect.en.srt

18.05KB

06 Wrapping Up/109 Test-Taking Strategies and What to Expect.mp4

72.08MB

06 Wrapping Up/110 You Made It.en.srt

1.31KB

06 Wrapping Up/110 You Made It.mp4

17.19MB

06 Wrapping Up/111 Save 50 on your AWS Exam Cost.en.srt

2.91KB

06 Wrapping Up/111 Save 50 on your AWS Exam Cost.mp4

9.46MB

06 Wrapping Up/112 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only.en.srt

1.98KB

06 Wrapping Up/112 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only.mp4

6.32MB

07 Practice Exams/113 THANK YOU.en.srt

2.71KB

07 Practice Exams/113 THANK YOU.mp4

26.37MB

07 Practice Exams/114 Bonus Lecture Get the Full 3-Hour Practice Exam.html

12.98KB

[FreeCourseWorld.Com].url

54B

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