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AWS Certified Machine Learning - Specialty: AWS Certified Machine Learning - Specialty (MLS-C01)

PDFs and exam guides are not so efficient, right? Prepare for your Amazon examination with our training course. The AWS Certified Machine Learning - Specialty course contains a complete batch of videos that will provide you with profound and thorough knowledge related to Amazon certification exam. Pass the Amazon AWS Certified Machine Learning - Specialty test with flying colors.

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4.6rating
Students
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Duration
09:08:00 h
$16.49
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Curriculum for AWS Certified Machine Learning - Specialty Video Course

Name of Video Time
Play Video: Course Introduction: What to Expect
1. Course Introduction: What to Expect
6:00
Name of Video Time
Play Video: Section Intro: Data Engineering
1. Section Intro: Data Engineering
1:00
Play Video: Amazon S3 - Overview
2. Amazon S3 - Overview
5:00
Play Video: Amazon S3 - Storage Tiers & Lifecycle Rules
3. Amazon S3 - Storage Tiers & Lifecycle Rules
4:00
Play Video: Amazon S3 Security
4. Amazon S3 Security
8:00
Play Video: Kinesis Data Streams & Kinesis Data Firehose
5. Kinesis Data Streams & Kinesis Data Firehose
9:00
Play Video: Lab 1.1 - Kinesis Data Firehose
6. Lab 1.1 - Kinesis Data Firehose
6:00
Play Video: Kinesis Data Analytics
7. Kinesis Data Analytics
4:00
Play Video: Lab 1.2 - Kinesis Data Analytics
8. Lab 1.2 - Kinesis Data Analytics
7:00
Play Video: Kinesis Video Streams
9. Kinesis Video Streams
3:00
Play Video: Kinesis ML Summary
10. Kinesis ML Summary
1:00
Play Video: Glue Data Catalog & Crawlers
11. Glue Data Catalog & Crawlers
3:00
Play Video: Lab 1.3 - Glue Data Catalog
12. Lab 1.3 - Glue Data Catalog
4:00
Play Video: Glue ETL
13. Glue ETL
2:00
Play Video: Lab 1.4 - Glue ETL
14. Lab 1.4 - Glue ETL
6:00
Play Video: Lab 1.5 - Athena
15. Lab 1.5 - Athena
1:00
Play Video: Lab 1 - Cleanup
16. Lab 1 - Cleanup
2:00
Play Video: AWS Data Stores in Machine Learning
17. AWS Data Stores in Machine Learning
3:00
Play Video: AWS Data Pipelines
18. AWS Data Pipelines
3:00
Play Video: AWS Batch
19. AWS Batch
2:00
Play Video: AWS DMS - Database Migration Services
20. AWS DMS - Database Migration Services
2:00
Play Video: AWS Step Functions
21. AWS Step Functions
3:00
Play Video: Full Data Engineering Pipelines
22. Full Data Engineering Pipelines
5:00
Name of Video Time
Play Video: Section Intro: Data Analysis
1. Section Intro: Data Analysis
1:00
Play Video: Python in Data Science and Machine Learning
2. Python in Data Science and Machine Learning
12:00
Play Video: Example: Preparing Data for Machine Learning in a Jupyter Notebook.
3. Example: Preparing Data for Machine Learning in a Jupyter Notebook.
10:00
Play Video: Types of Data
4. Types of Data
5:00
Play Video: Data Distributions
5. Data Distributions
6:00
Play Video: Time Series: Trends and Seasonality
6. Time Series: Trends and Seasonality
4:00
Play Video: Introduction to Amazon Athena
7. Introduction to Amazon Athena
5:00
Play Video: Overview of Amazon Quicksight
8. Overview of Amazon Quicksight
6:00
Play Video: Types of Visualizations, and When to Use Them.
9. Types of Visualizations, and When to Use Them.
5:00
Play Video: Elastic MapReduce (EMR) and Hadoop Overview
10. Elastic MapReduce (EMR) and Hadoop Overview
7:00
Play Video: Apache Spark on EMR
11. Apache Spark on EMR
10:00
Play Video: EMR Notebooks, Security, and Instance Types
12. EMR Notebooks, Security, and Instance Types
4:00
Play Video: Feature Engineering and the Curse of Dimensionality
13. Feature Engineering and the Curse of Dimensionality
7:00
Play Video: Imputing Missing Data
14. Imputing Missing Data
8:00
Play Video: Dealing with Unbalanced Data
15. Dealing with Unbalanced Data
6:00
Play Video: Handling Outliers
16. Handling Outliers
9:00
Play Video: Binning, Transforming, Encoding, Scaling, and Shuffling
17. Binning, Transforming, Encoding, Scaling, and Shuffling
8:00
Play Video: Amazon SageMaker Ground Truth and Label Generation
18. Amazon SageMaker Ground Truth and Label Generation
4:00
Play Video: Lab: Preparing Data for TF-IDF with Spark and EMR, Part 1
19. Lab: Preparing Data for TF-IDF with Spark and EMR, Part 1
6:00
Play Video: Lab: Preparing Data for TF-IDF with Spark and EMR, Part 2
20. Lab: Preparing Data for TF-IDF with Spark and EMR, Part 2
10:00
Play Video: Lab: Preparing Data for TF-IDF with Spark and EMR, Part 3
21. Lab: Preparing Data for TF-IDF with Spark and EMR, Part 3
14:00
Name of Video Time
Play Video: Section Intro: Modeling
1. Section Intro: Modeling
2:00
Play Video: Introduction to Deep Learning
2. Introduction to Deep Learning
9:00
Play Video: Convolutional Neural Networks
3. Convolutional Neural Networks
12:00
Play Video: Recurrent Neural Networks
4. Recurrent Neural Networks
11:00
Play Video: Deep Learning on EC2 and EMR
5. Deep Learning on EC2 and EMR
2:00
Play Video: Tuning Neural Networks
6. Tuning Neural Networks
5:00
Play Video: Regularization Techniques for Neural Networks (Dropout, Early Stopping)
7. Regularization Techniques for Neural Networks (Dropout, Early Stopping)
7:00
Play Video: Grief with Gradients: The Vanishing Gradient problem
8. Grief with Gradients: The Vanishing Gradient problem
4:00
Play Video: L1 and L2 Regularization
9. L1 and L2 Regularization
3:00
Play Video: The Confusion Matrix
10. The Confusion Matrix
6:00
Play Video: Precision, Recall, F1, AUC, and more
11. Precision, Recall, F1, AUC, and more
7:00
Play Video: Ensemble Methods: Bagging and Boosting
12. Ensemble Methods: Bagging and Boosting
4:00
Play Video: Introducing Amazon SageMaker
13. Introducing Amazon SageMaker
8:00
Play Video: Linear Learner in SageMaker
14. Linear Learner in SageMaker
5:00
Play Video: XGBoost in SageMaker
15. XGBoost in SageMaker
3:00
Play Video: Seq2Seq in SageMaker
16. Seq2Seq in SageMaker
5:00
Play Video: DeepAR in SageMaker
17. DeepAR in SageMaker
4:00
Play Video: BlazingText in SageMaker
18. BlazingText in SageMaker
5:00
Play Video: Object2Vec in SageMaker
19. Object2Vec in SageMaker
5:00
Play Video: Object Detection in SageMaker
20. Object Detection in SageMaker
4:00
Play Video: Image Classification in SageMaker
21. Image Classification in SageMaker
4:00
Play Video: Semantic Segmentation in SageMaker
22. Semantic Segmentation in SageMaker
4:00
Play Video: Random Cut Forest in SageMaker
23. Random Cut Forest in SageMaker
3:00
Play Video: Neural Topic Model in SageMaker
24. Neural Topic Model in SageMaker
3:00
Play Video: Latent Dirichlet Allocation (LDA) in SageMaker
25. Latent Dirichlet Allocation (LDA) in SageMaker
3:00
Play Video: K-Nearest-Neighbors (KNN) in SageMaker
26. K-Nearest-Neighbors (KNN) in SageMaker
3:00
Play Video: K-Means Clustering in SageMaker
27. K-Means Clustering in SageMaker
5:00
Play Video: Principal Component Analysis (PCA) in SageMaker
28. Principal Component Analysis (PCA) in SageMaker
3:00
Play Video: Factorization Machines in SageMaker
29. Factorization Machines in SageMaker
4:00
Play Video: IP Insights in SageMaker
30. IP Insights in SageMaker
3:00
Play Video: Reinforcement Learning in SageMaker
31. Reinforcement Learning in SageMaker
12:00
Play Video: Automatic Model Tuning
32. Automatic Model Tuning
6:00
Play Video: Apache Spark with SageMaker
33. Apache Spark with SageMaker
3:00
Play Video: Amazon Comprehend
34. Amazon Comprehend
6:00
Play Video: Amazon Translate
35. Amazon Translate
2:00
Play Video: Amazon Transcribe
36. Amazon Transcribe
4:00
Play Video: Amazon Polly
37. Amazon Polly
6:00
Play Video: Amazon Rekognition
38. Amazon Rekognition
7:00
Play Video: Amazon Forecast
39. Amazon Forecast
2:00
Play Video: Amazon Lex
40. Amazon Lex
3:00
Play Video: The Best of the Rest: Other High-Level AWS Machine Learning Services
41. The Best of the Rest: Other High-Level AWS Machine Learning Services
3:00
Play Video: Putting them All Together
42. Putting them All Together
2:00
Play Video: Lab: Tuning a Convolutional Neural Network on EC2, Part 1
43. Lab: Tuning a Convolutional Neural Network on EC2, Part 1
9:00
Play Video: Lab: Tuning a Convolutional Neural Network on EC2, Part 2
44. Lab: Tuning a Convolutional Neural Network on EC2, Part 2
9:00
Play Video: Lab: Tuning a Convolutional Neural Network on EC2, Part 3
45. Lab: Tuning a Convolutional Neural Network on EC2, Part 3
6:00
Name of Video Time
Play Video: Section Intro: Machine Learning Implementation and Operations
1. Section Intro: Machine Learning Implementation and Operations
1:00
Play Video: SageMaker's Inner Details and Production Variants
2. SageMaker's Inner Details and Production Variants
11:00
Play Video: SageMaker On the Edge: SageMaker Neo and IoT Greengrass
3. SageMaker On the Edge: SageMaker Neo and IoT Greengrass
4:00
Play Video: SageMaker Security: Encryption at Rest and In Transit
4. SageMaker Security: Encryption at Rest and In Transit
5:00
Play Video: SageMaker Security: VPC's, IAM, Logging, and Monitoring
5. SageMaker Security: VPC's, IAM, Logging, and Monitoring
4:00
Play Video: SageMaker Resource Management: Instance Types and Spot Training
6. SageMaker Resource Management: Instance Types and Spot Training
4:00
Play Video: SageMaker Resource Management: Elastic Inference, Automatic Scaling, AZ's
7. SageMaker Resource Management: Elastic Inference, Automatic Scaling, AZ's
5:00
Play Video: SageMaker Inference Pipelines
8. SageMaker Inference Pipelines
2:00
Play Video: Lab: Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 1
9. Lab: Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 1
5:00
Play Video: Lab: Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 2
10. Lab: Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 2
11:00
Play Video: Lab: Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 3
11. Lab: Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 3
12:00
Name of Video Time
Play Video: Section Intro: Wrapping Up
1. Section Intro: Wrapping Up
1:00
Play Video: More Preparation Resources
2. More Preparation Resources
6:00
Play Video: Test-Taking Strategies, and What to Expect
3. Test-Taking Strategies, and What to Expect
10:00
Play Video: You Made It!
4. You Made It!
1:00
Play Video: Save 50% on your AWS Exam Cost!
5. Save 50% on your AWS Exam Cost!
2:00
Play Video: Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only
6. Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only
1:00

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  • Premium File: 113 Questions & Answers. Last update: Oct 20, 2020
  • Training Course: 106 Video Lectures
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Amazon AWS Certified Machine Learning - Specialty Premium Bundle
  • Premium File: 113 Questions & Answers. Last update: Oct 20, 2020
  • Training Course: 106 Video Lectures
  • Study Guide: 275 Pages
  • Real Questions
  • 100% Accurate Answers
  • Fast Exam Updates
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Premium File
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AWS Certified Machine Learning - Specialty  Training Course
AWS Certified Machine Learning - Specialty
Training Course
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AWS Certified Machine Learning - Specialty
Study Guide
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