Planning and Designing Databases on AWS

In this course, you will learn about planning and designing your solutions with purpose-built Amazon Web Services (AWS) Cloud databases. The course introduces you to the features and characteristics of each of these databases and shares the design considerations that you should make while using them. By taking this course, you can develop the analytical skills needed to choose the right AWS database for your unique needs. By the end of the course, you will be able to analyze a business use case, analyze the workload, and assess application requirements to identify and design the most suitable AWS database solution to support your organizational needs. • Course level: Intermediate • Duration: 3 days

ACTIVITES

This course provides opportunities for you to apply concepts through various activities. It includes instructorled presentations, demonstrations, individual and group activities, knowledge checks, and hands-on labs to

apply concepts.

COURSE OBJECTIVES

In this course, you will learn to:

  • Summarize the AWS Well-Architected Framework for designing database solutions.
  • Choose an appropriate purpose-built database service for a given workload.
  • Design a relational database solution to solve a business problem.
  • Design a NoSQL database solution to solve a business problem.
  • Analyze data from multiple databases to solve a business problem.
  • Discuss the security considerations for your database solution

 INTENDED AUDIENCE

This course is intended for learners in the following roles:

  • Solutions architects
  • Database architects
  • Developers

PREREQUISITES

We recommend the following prerequisites for attendees of this course:

  • Familiarity with AWS database services
  • Understanding of database design concepts and/or data modeling for relational or nonrelational databases
  • Familiarity with cloud computing concepts
  • Familiarity with general networking and encryption concepts
  • Completion of the digital course Introduction to Building with AWS Databases
Phone
Phone
Product
Amazon Web Services
Code
AWS-PDD
Duration
3 Days
Price (baht)
32,400

About the course

COURSE OUTLINE

Day 1

Module 0: Course Introduction

  • Course overview

Module 1: AWS Purpose-Built Databases

  • Discussing well-architected databases
  • Analyzing workload requirements
  • Choosing the data model
  • Choosing the right purpose-built database
  • Knowledge check

Module 2: Amazon Relational Database Service (Amazon RDS)

  • Discussing a relational database
  • What is Amazon RDS?
  • Why Amazon RDS?
  • Amazon RDS design considerations
  • Knowledge check

Module 3: Amazon Aurora

  • What is Amazon Aurora?
  • Why Amazon Aurora?
  • Aurora design considerations
  • Knowledge check

Challenge Lab 1: Working with Amazon Aurora databases

Day 2

Class Activity 1: Choose the Right Relational Database

Module 4: Amazon DynamoDB

  • Discussing a key value database
  • What is DynamoDB?
  • Why DynamoDB?
  • DynamoDB design considerations
  • Knowledge check

Module 5: Amazon Keyspaces (for Apache Cassandra)

  • Discussing a wide-column database
  • What is Apache Cassandra?
  • What is Amazon Keyspaces?
  • Why Amazon Keyspaces?
  • Amazon Keyspaces design considerations
  • Knowledge check

Module 6: Amazon DocumentDB (with MongoDB compatibility)

  • Discussing a document database
  • What is Amazon DocumentDB?
  • Why Amazon DocumentDB?
  • Amazon DocumentDB design considerations
  • Knowledge check

Module 7: Amazon Quantum Ledger Database (Amazon QLDB)

  • Discussing a ledger database
  • What is Amazon QLDB?
  • Why Amazon QLDB?
  • Amazon QLDB design considerations
  • Knowledge check

        Class Activity 2: Choose the Right Nonrelational Database

        Challenge Lab 2: Working with Amazon DynamoDB Tables

Day 3

Module 8: Amazon Neptune

  • Discussing a graph database
  • What is Amazon Neptune?
  • Why Amazon Neptune?
  • Amazon Neptune design considerations
  • Knowledge check

Module 9: Amazon Timestream

  • Discussing a timeseries database
  • What is Amazon Timestream?
  • Why Amazon Timestream?
  • Amazon Timestream design considerations
  • Knowledge check

Module 10: Amazon ElastiCache

  • Discussing an in-memory database
  • What is ElastiCache?
  • Why ElastiCache?
  • ElastiCache design considerations
  • Knowledge check

Module 11: Amazon MemoryDB for Redis

  • What is Amazon MemoryDB (for Redis)?
  • Why Amazon MemoryDB?
  • Amazon MemoryDB design considerations
  • Knowledge check

Class Activity 3: Let’s Cache In

Module 12: Amazon Redshift

  • Discussing a data warehouse
  • What is Amazon Redshift?
  • Why Amazon Redshift?
  • Amazon Redshift design considerations
  • Knowledge check

Module 13: Tools for Working with AWS Databases

  • Data access and analysis with Amazon Athena
  • Data migration with SCT and DMS

 Class Activity 4: Overall Picture

        Challenge Lab 3: Working with Amazon Redshift clusters

Register for Training

Schedule

Start DateEnd DateDuration (days)PriceCode
10/7/202410/11/2024520,000AZ-204T00
11/4/202411/8/2024520,000AZ-204T00
12/9/202412/13/2024520,000AZ-204T00
1/6/20251/10/2025520,000AZ-204T00
2/3/20252/7/2025520,000AZ-204T00
3/3/20253/7/2025520,000AZ-204T00
4/21/20254/25/2025520,000AZ-204T00
5/19/20255/23/2025520,000AZ-204T00
6/9/20256/13/2025520,000AZ-204T00
7/14/20257/18/2025520,000AZ-204T00
8/4/20258/8/2025520,000AZ-204T00
9/1/20259/5/2025520,000AZ-204T00
10/6/202510/10/2025520,000AZ-204T00
11/3/202511/7/2025520,000AZ-204T00
12/8/202512/12/2025520,000AZ-204T00
6/6/20236/9/2023416,000AZ-220T00
7/24/20237/27/2023416,000AZ-220T00
8/15/20238/18/2023416,000AZ-220T00
9/5/20239/8/2023416,000AZ-220T00
10/9/202310/12/2023416,000AZ-220T00
11/7/202311/10/2023416,000AZ-220T00
12/12/202312/15/2023416,000AZ-220T00
10/8/202410/11/2024416,000AZ-400T00
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1/6/20251/9/2025416,000AZ-400T00
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10/7/202410/11/2024520,000AZ-040T00
11/4/202411/8/2024520,000AZ-040T00
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1/6/20251/10/2025520,000AZ-040T00
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3/24/20253/28/2025520,000AZ-040T00
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6/9/20256/13/2025520,000AZ-040T00
6/30/20257/4/2025520,000AZ-040T00
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10/15/202410/18/2024416,000AZ-104T00(T)
11/5/202411/8/2024416,000AZ-104T00(T)
12/10/202412/13/2024416,000AZ-104T00(T)
1/6/20251/9/2025416,000AZ-104T00(T)
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3/11/20253/14/2025416,000AZ-104T00(T)
4/22/20254/25/2025416,000AZ-104T00(T)
5/27/20255/30/2025416,000AZ-104T00(T)
6/2/20256/6/2025416,000AZ-104T00(T)
7/15/20257/18/2025416,000AZ-104T00(T)
8/11/20258/15/2025416,000AZ-104T00(T)
9/9/20259/12/2025416,000AZ-104T00(T)
10/14/202510/17/2025416,000AZ-104T00(T)
11/4/202511/7/2025416,000AZ-104T00(T)
12/1/202512/4/2025416,000AZ-104T00(T)
10/15/202410/17/2024312,000AZ-120T00
11/11/202411/13/2024312,000AZ-120T00
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8/13/20258/15/2025312,000AZ-120T00
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10/15/202510/17/2025312,000AZ-120T00
11/11/202511/13/2025312,000AZ-120T00
12/10/202512/12/2025312,000AZ-120T00
10/28/202410/31/2024416,000AZ-140T00
11/19/202411/22/2024416,000AZ-140T00
12/17/202412/20/2024416,000AZ-140T00
1/21/20251/24/2025416,000AZ-140T00
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10/8/202410/11/2024416,000AZ-305T00
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6/6/20236/9/2023416,000AZ-600T00
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8/15/20238/18/2023416,000AZ-600T00
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12/12/202312/15/2023416,000AZ-600T00
10/2/202410/4/2024312,000AZ-700T00
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6/7/20236/9/2023312,000AZ-720T00
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10/8/202410/11/2024416,000AZ-800T00(T)
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10/7/202510/10/2025416,000AZ-800T00(T)
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12/9/202512/12/2025416,000AZ-800T00(T)
10/28/202410/31/2024416,000AZ-801T00
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10/27/202510/30/2025416,000AZ-801T00
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10/7/202410/7/202414,000AZ-900T00(T)
11/11/202411/11/202414,000AZ-900T00(T)
12/9/202412/9/202414,000AZ-900T00(T)
1/6/20251/6/202514,000AZ-900T00(T)
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8/11/20258/11/202514,000AZ-900T00(T)
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10/6/202510/6/202514,000AZ-900T00(T)
11/7/202511/7/202514,000AZ-900T00(T)
12/8/202512/8/202514,000AZ-900T00(T)
1/6/20251/6/202514,000AI-3016
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10/8/202410/11/2024416,000AI-102T00
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10/7/202410/8/202428,000DP-080T00
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520,000MD-100T00
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520,000MS-100T00
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12/23/202412/27/2024520,000MS-102T00(T)
1/20/20251/24/2025520,000MS-102T00(T)
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12/25/202412/27/2024332,400AWS-DOP
8/27/20258/29/2025332,400AWS-DOP
9/24/20259/26/2025332,400AWS-DOP
10/27/202510/29/2025332,400AWS-DOP
11/19/202511/21/2025332,400AWS-DOP
12/24/202512/26/2025332,400AWS-DOP
8/26/20248/26/2024110,800AWS-DEL
9/17/20249/17/2024110,800AWS-DEL
10/15/202410/15/2024110,800AWS-DEL
11/19/202411/19/2024110,800AWS-DEL
10/16/202410/18/2024332,400AWS-MLE
11/20/202411/22/2024332,400AWS-MLE
8/26/20258/28/2025332,400AWS-MLE
9/17/20259/19/2025332,400AWS-MLE
10/15/202510/17/2025332,400AWS-MLE
11/19/202511/21/2025332,400AWS-MLE
10,800AWS-PDS
43,200AWS-MLP
32,400AWS-SSD
21,600AWS-VSE
10/15/202410/15/2024110,800AWS-MES
11/18/202411/18/2024110,800AWS-MES
12/16/202412/16/2024110,800AWS-MES
1/13/20251/13/2025110,800AWS-MES
2/13/20252/13/2025110,800AWS-MES
3/14/20253/14/2025110,800AWS-MES
4/23/20254/23/2025110,800AWS-MES
5/19/20255/19/2025110,800AWS-MES
6/20/20256/20/2025110,800AWS-MES
7/1/20257/1/2025110,800AWS-MES
8/4/20258/4/2025110,800AWS-MES
9/15/20259/16/2025210,800AWS-MES
10/14/202510/15/2025210,800AWS-MES
11/14/202511/15/2025210,800AWS-MES
12/15/202512/16/2025210,800AWS-MES
10/16/202410/18/2024332,400AWS-MGA
6/18/20256/20/2025332,400AWS-MGA
8/6/20258/8/2025332,400AWS-MGA
10/15/202510/17/2025332,400AWS-MGA
11/19/202411/19/2024110,800AWS-SES
12/6/202412/6/2024110,800AWS-SES
1/13/20251/13/2025110,800AWS-SES
2/13/20252/13/2025110,800AWS-SES
3/14/20253/14/2025110,800AWS-SES
4/23/20254/23/2025110,800AWS-SES
5/19/20255/19/2025110,800AWS-SES
6/20/20256/20/2025110,800AWS-SES
7/18/20257/18/2025110,800AWS-SES
8/19/20258/19/2025110,800AWS-SES
9/15/20259/15/2025110,800AWS-SES
10/14/202510/14/2025110,800AWS-SES
11/14/202511/14/2025110,800AWS-SES
12/15/202512/15/2025110,800AWS-SES
8/27/20258/29/2025332,400AWS-SEN
9/24/20259/26/2025332,400AWS-SEN
10/27/202510/29/2025332,400AWS-SEN
11/19/202511/21/2025332,400AWS-SEN
12/24/202512/26/2025332,400AWS-SEN
10,800AWS-SGS
10,800AWS-SBP
12/20/202412/20/2024110,800AWS-TES(T)
1/20/20251/20/2025110,800AWS-TES(T)
2/27/20252/27/2025110,800AWS-TES(T)
4/29/20254/29/2025110,800AWS-TES(T)
5/26/20255/26/2025110,800AWS-TES(T)
6/17/20256/17/2025110,800AWS-TES(T)
7/1/20257/1/2025110,800AWS-TES(T)
7/14/20257/14/2025110,800AWS-TES(T)
8/19/20258/19/2025110,800AWS-TES(T)
8/25/20258/25/2025110,800AWS-TES(T)
9/16/20259/16/2025110,800AWS-TES(T)
10/14/202510/14/2025110,800AWS-TES(T)
11/6/202511/6/2025110,800AWS-TES(T)
12/9/202512/9/2025110,800AWS-TES(T)
11/29/202411/29/20240.510,800AWS-AIE
12/16/202412/16/20240.510,800AWS-AIE
10/2/202410/4/2024345,000D1101651GC10
11/6/202411/8/2024345,000D1101651GC10
12/11/202412/13/2024345,000D1101651GC10
1/20/20251/22/2025345,000D1101651GC10
4/21/20254/23/2025345,000D1101651GC10
7/21/20257/23/2025345,000D1101651GC10
10/20/202510/22/2025345,000D1101651GC10
11/11/202411/15/2024557,900D107509GC10
12/9/202412/13/2024557,900D107509GC10
1/13/20251/17/2025557,900D107509GC10
2/17/20252/21/2025557,900D107509GC10
3/10/20253/14/2025557,900D107509GC10
4/7/20254/11/2025557,900D107509GC10
5/5/20255/9/2025557,900D107509GC10
6/9/20256/13/2025557,900D107509GC10
7/14/20257/18/2025557,900D107509GC10
8/4/20258/8/2025557,900D107509GC10
9/1/20259/5/2025557,900D107509GC10
9/29/202510/3/2025557,900D107509GC10
11/3/202511/7/2025557,900D107509GC10
12/15/202512/19/2025557,900D107509GC10
1/20/20251/24/2025546,200D107511GC10
3/17/20253/21/2025546,200D107511GC10
4/21/20254/25/2025546,200D107511GC10
5/19/20255/23/2025546,200D107511GC10
6/16/20256/20/2025546,200D107511GC10
7/21/20257/25/2025546,200D107511GC10
8/18/20258/22/2025546,200D107511GC10
9/8/20259/12/2025546,200D107511GC10
10/6/202510/10/2025546,200D107511GC10
11/10/202511/14/2025546,200D107511GC10
12/22/202512/26/2025546,200D107511GC10
4/17/20254/18/2025240,000D1105780GC10
6/5/20256/6/2025240,000D1105780GC10
8/14/20258/15/2025240,000D1105780GC10
10/21/202510/22/2025240,000D1105780GC10
12/3/202512/4/2025240,000D1105780GC10
4/17/20254/18/2025240,000D1109439GC10
6/5/20256/6/2025240,000D1109439GC10
8/14/20258/15/2025240,000D1109439GC10
10/21/202510/22/2025240,000D1109439GC10
12/3/202512/4/2025240,000D1109439GC10
4/7/20254/11/2025575,000D1106069GC10
6/9/20256/13/2025575,000D1106069GC10
8/4/20258/8/2025575,000D1106069GC10
10/6/202510/10/2025575,000D1106069GC10
12/15/202512/19/2025575,000D1106069GC10
10/28/202411/1/2024557,900D108103GC20
11/18/202411/22/2024557,900D108103GC20
12/23/202412/27/2024557,900D108103GC20
1/27/20251/31/2025557,900D108103GC20
3/24/20253/28/2025557,900D108103GC20
5/26/20255/30/2025557,900D108103GC20
6/23/20256/27/2025557,900D108103GC20
8/25/20258/29/2025557,900D108103GC20
9/15/20259/19/2025557,900D108103GC20
10/27/202510/31/2025557,900D108103GC20
11/17/202511/21/2025557,900D108103GC20
11/12/202411/15/2024458,600D108654GC10
12/10/202412/13/2024458,600D108654GC10
1/28/20251/31/2025458,600D108654GC10
4/22/20254/25/2025458,600D108654GC10
7/22/20257/25/2025458,600D108654GC10
556,500D78848GC20
10/15/202410/18/2024458,600D108634GC10
11/19/202411/22/2024458,600D108634GC10
12/17/202412/20/2024458,600D108634GC10
1/14/20251/17/2025458,600D108634GC10
2/10/20252/14/2025458,600D108634GC10
3/11/20253/14/2025458,600D108634GC10
4/22/20254/25/2025458,600D108634GC10
5/13/20255/16/2025458,600D108634GC10
6/17/20256/20/2025458,600D108634GC10
7/15/20257/18/2025458,600D108634GC10
8/11/20258/15/2025458,600D108634GC10
9/16/20259/19/2025458,600D108634GC10
10/14/202510/17/2025458,600D108634GC10
11/11/202511/14/2025458,600D108634GC10
12/16/202512/19/2025458,600D108634GC10
11/4/202411/5/2024240,000D108638GC10
12/2/202412/3/2024240,000D108638GC10
2/13/20252/14/2025240,000D108638GC10
4/17/20254/18/2025240,000D108638GC10
6/5/20256/6/2025240,000D108638GC10
8/14/20258/15/2025240,000D108638GC10
10/16/202510/17/2025240,000D108638GC10
10/7/202410/11/2024575,000D108774GC20
11/18/202411/22/2024575,000D108774GC20
12/16/202412/20/2024575,000D108774GC20
1/13/20251/17/2025575,000D108774GC20
2/17/20252/21/2025575,000D108774GC20
3/10/20253/14/2025575,000D108774GC20
4/21/20254/25/2025575,000D108774GC20
5/19/20255/23/2025575,000D108774GC20
6/16/20256/20/2025575,000D108774GC20
7/14/20257/18/2025575,000D108774GC20
8/18/20258/22/2025575,000D108774GC20
9/15/20259/19/2025575,000D108774GC20
11/10/202511/14/2025575,000D108774GC20
12/15/202512/19/2025575,000D108774GC20
10/28/202411/1/2024575,000D108630GC10
11/25/202411/29/2024575,000D108630GC10
12/23/202412/27/2024575,000D108630GC10
1/13/20251/17/2025575,000D108630GC10
2/17/20252/21/2025575,000D108630GC10
3/10/20253/14/2025575,000D108630GC10
4/21/20254/25/2025575,000D108630GC10
5/19/20255/23/2025575,000D108630GC10
6/16/20256/20/2025575,000D108630GC10
7/14/20257/18/2025575,000D108630GC10
8/18/20258/22/2025575,000D108630GC10
9/15/20259/19/2025575,000D108630GC10
11/10/202511/14/2025575,000D108630GC10
12/15/202512/19/2025575,000D108630GC10
2/13/20252/14/2025240,000D1106095GC10
4/17/20254/18/2025240,000D1106095GC10
6/5/20256/6/2025240,000D1106095GC10
10/16/202510/17/2025240,000D1106095GC10
2/19/20252/21/2025345,000D1101948GC10
5/28/20255/30/2025345,000D1101948GC10
8/20/20258/22/2025345,000D1101948GC10
2/13/20252/14/2025239,200D1101944GC10
5/26/20255/27/2025239,200D1101944GC10
8/18/20258/19/2025239,200D1101944GC10
10/28/202411/1/2024570,500D110148GC10
11/25/202411/29/2024570,500D110148GC10
12/16/202412/20/2024570,500D110148GC10
1/13/20251/17/2025570,500D110148GC10
2/17/20252/21/2025570,500D110148GC10
3/10/20253/14/2025570,500D110148GC10
5/26/20255/30/2025570,500D110148GC10
6/9/20256/13/2025570,500D110148GC10
7/14/20257/18/2025570,500D110148GC10
8/4/20258/8/2025570,500D110148GC10
9/8/20259/12/2025570,500D110148GC10
10/6/202510/10/2025570,500D110148GC10
11/17/202511/21/2025570,500D110148GC10
12/15/202512/19/2025570,500D110148GC10
10/7/202410/7/202412,500OF-19-NF(T)
11/4/202411/4/202412,500OF-19-NF(T)
12/6/202412/6/202412,500OF-19-NF(T)
1/6/20251/6/202512,500OF-19-NF(T)
2/3/20252/3/202512,500OF-19-NF(T)
3/10/20253/10/202512,500OF-19-NF(T)
4/4/20254/4/202512,500OF-19-NF(T)
5/2/20255/2/202512,500OF-19-NF(T)
6/9/20256/9/202512,500OF-19-NF(T)
7/9/20257/9/202512,500OF-19-NF(T)
8/11/20258/11/202512,500OF-19-NF(T)
9/5/20259/5/202512,500OF-19-NF(T)
10/6/202510/6/202512,500OF-19-NF(T)
11/10/202511/10/202512,500OF-19-NF(T)
12/4/202512/4/202512,500OF-19-NF(T)
10/15/202410/16/202425,000WD-19-01(T)
11/14/202411/15/202425,000WD-19-01(T)
12/9/202412/10/202425,000WD-19-01(T)
1/16/20251/17/202525,000WD-19-01(T)
2/13/20252/14/202525,000WD-19-01(T)
3/24/20253/25/202525,000WD-19-01(T)
4/10/20254/11/202525,000WD-19-01(T)
5/6/20255/7/202525,000WD-19-01(T)
6/10/20256/11/202525,000WD-19-01(T)
7/8/20257/9/202525,000WD-19-01(T)
8/4/20258/5/202525,000WD-19-01(T)
9/15/20259/16/202525,000WD-19-01(T)
10/14/202510/15/202525,000WD-19-01(T)
11/13/202511/14/202525,000WD-19-01(T)
12/8/202512/9/202525,000WD-19-01(T)
10/17/202410/18/202425,000WD-19-02(T)
11/18/202411/19/202425,000WD-19-02(T)
12/19/202412/20/202425,000WD-19-02(T)
1/23/20251/24/202525,000WD-19-02(T)
2/10/20252/11/202525,000WD-19-02(T)
3/26/20253/27/202525,000WD-19-02(T)
4/17/20254/18/202525,000WD-19-02(T)
5/8/20255/9/202525,000WD-19-02(T)
6/12/20256/13/202525,000WD-19-02(T)
7/17/20257/18/202525,000WD-19-02(T)
8/18/20258/19/202525,000WD-19-02(T)
9/22/20259/23/202525,000WD-19-02(T)
10/16/202510/17/202525,000WD-19-02(T)
11/17/202511/18/202525,000WD-19-02(T)
12/18/202512/19/202525,000WD-19-02(T)
10/15/202410/16/202425,000EX-19-01(T)
11/14/202411/15/202425,000EX-19-01(T)
12/9/202412/10/202425,000EX-19-01(T)
1/16/20251/17/202525,000EX-19-01(T)
2/27/20252/28/202525,000EX-19-01(T)
3/24/20253/25/202525,000EX-19-01(T)
4/10/20254/11/202525,000EX-19-01(T)
5/6/20255/7/202525,000EX-19-01(T)
6/10/20256/11/202525,000EX-19-01(T)
7/8/20257/9/202525,000EX-19-01(T)
8/5/20258/6/202525,000EX-19-01(T)
9/15/20259/16/202525,000EX-19-01(T)
10/14/202510/15/202525,000EX-19-01(T)
11/13/202511/14/202525,000EX-19-01(T)
12/8/202512/9/202525,000EX-19-01(T)
12/19/202412/20/202425,000EX-19-02(T)
1/13/20251/14/202525,000EX-19-02(T)
2/13/20252/14/202525,000EX-19-02(T)
3/26/20253/27/202525,000EX-19-02(T)
4/17/20254/18/202525,000EX-19-02(T)
5/8/20255/9/202525,000EX-19-02(T)
6/12/20256/13/202525,000EX-19-02(T)
7/17/20257/18/202525,000EX-19-02(T)
8/21/20258/22/202525,000EX-19-02(T)
9/22/20259/23/202525,000EX-19-02(T)
10/16/202510/17/202525,000EX-19-02(T)
11/17/202511/18/202525,000EX-19-02(T)
12/18/202512/19/202525,000EX-19-02(T)
10/25/202410/25/202412,500EX-19-03(T)
11/25/202411/25/202412,500EX-19-03(T)
12/23/202412/23/202412,500EX-19-03(T)
1/27/20251/27/202512,500EX-19-03(T)
2/27/20252/27/202512,500EX-19-03(T)
3/28/20253/28/202512,500EX-19-03(T)
4/18/20254/18/202512,500EX-19-03(T)
5/13/20255/13/202512,500EX-19-03(T)
6/30/20256/30/202512,500EX-19-03(T)
7/21/20257/21/202512,500EX-19-03(T)
8/29/20258/29/202512,500EX-19-03(T)
9/22/20259/22/202512,500EX-19-03(T)
10/24/202510/24/202512,500EX-19-03(T)
11/24/202511/24/202512,500EX-19-03(T)
12/22/202512/22/202512,500EX-19-03(T)
10/7/202410/8/202425,000PP-19-01(T)
11/4/202411/5/202425,000PP-19-01(T)
12/9/202412/10/202425,000PP-19-01(T)
1/13/20251/14/202525,000PP-19-01(T)
2/27/20252/28/202525,000PP-19-01(T)
3/24/20253/25/202525,000PP-19-01(T)
4/10/20254/11/202525,000PP-19-01(T)
5/13/20255/14/202525,000PP-19-01(T)
6/10/20256/11/202525,000PP-19-01(T)
7/8/20257/9/202525,000PP-19-01(T)
8/4/20258/5/202525,000PP-19-01(T)
9/8/20259/9/202525,000PP-19-01(T)
10/6/202510/7/202525,000PP-19-01(T)
11/3/202511/4/202525,000PP-19-01(T)
12/8/202512/9/202525,000PP-19-01(T)
10/15/202410/16/202425,000PP-19-02(T)
11/14/202411/15/202425,000PP-19-02(T)
12/19/202412/20/202425,000PP-19-02(T)
1/16/20251/17/202525,000PP-19-02(T)
2/24/20252/25/202525,000PP-19-02(T)
3/26/20253/27/202525,000PP-19-02(T)
4/17/20254/18/202525,000PP-19-02(T)
5/15/20255/16/202525,000PP-19-02(T)
6/12/20256/13/202525,000PP-19-02(T)
7/17/20257/18/202525,000PP-19-02(T)
8/18/20258/19/202525,000PP-19-02(T)
9/15/20259/16/202525,000PP-19-02(T)
10/14/202510/15/202525,000PP-19-02(T)
11/13/202511/14/202525,000PP-19-02(T)
12/18/202512/19/202525,000PP-19-02(T)
10/2/202410/4/202437,500PJ-19-US(T)
11/6/202411/8/202437,500PJ-19-US(T)
12/2/202412/4/202437,500PJ-19-US(T)
1/8/20251/10/202537,500PJ-19-US(T)
2/19/20252/21/202537,500PJ-19-US(T)
3/12/20253/14/202537,500PJ-19-US(T)
4/8/20254/10/202537,500PJ-19-US(T)
5/7/20255/9/202537,500PJ-19-US(T)
6/4/20256/6/202537,500PJ-19-US(T)
7/7/20257/9/202537,500PJ-19-US(T)
8/13/20258/15/202537,500PJ-19-US(T)
9/3/20259/5/202537,500PJ-19-US(T)
10/1/202510/3/202537,500PJ-19-US(T)
11/5/202511/7/202537,500PJ-19-US(T)
12/1/202512/3/202537,500PJ-19-US(T)
10/25/202410/25/202412,500OL-19-01(T)
11/25/202411/25/202412,500OL-19-01(T)
12/23/202412/23/202412,500OL-19-01(T)
1/20/20251/20/202512,500OL-19-01(T)
2/28/20252/28/202512,500OL-19-01(T)
3/24/20253/24/202512,500OL-19-01(T)
4/11/20254/11/202512,500OL-19-01(T)
5/16/20255/16/202512,500OL-19-01(T)
6/30/20256/30/202512,500OL-19-01(T)
7/21/20257/21/202512,500OL-19-01(T)
8/25/20258/25/202512,500OL-19-01(T)
9/22/20259/22/202512,500OL-19-01(T)
10/24/202510/24/202512,500OL-19-01(T)
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7/7/20257/9/202537,500PYTN103(T)
8/13/20258/15/202537,500PYTN103(T)
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10/8/202510/10/202537,500PYTN103(T)
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10/28/202411/1/2024519,900PYTN104(T)
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1/20/20251/24/2025519,900PYTN104(T)
2/24/20252/28/2025519,900PYTN104(T)
3/24/20253/28/2025519,900PYTN104(T)
4/21/20254/25/2025519,900PYTN104(T)
5/26/20255/30/2025519,900PYTN104(T)
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11/24/202511/28/2025519,900PYTN104(T)
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4/21/20254/25/2025535,000PMP7(T)
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10/6/202510/10/2025535,000PMP7(T)
6/14/20246/14/202414,000AI-050T00
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1/17/20251/17/202514,000DP-601T00
2/14/20252/14/202514,000DP-601T00
3/14/20253/14/202514,000DP-601T00
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12/13/202412/13/202414,000DP-604T00
1/27/20251/27/202514,000DP-604T00
2/24/20252/24/202514,000DP-604T00
3/24/20253/24/202514,000DP-604T00
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5/26/20255/26/202514,000DP-604T00
6/23/20256/23/202514,000DP-604T00
7/25/20257/25/202514,000DP-604T00
8/25/20258/25/202514,000DP-604T00
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12/22/202512/22/202514,000DP-604T00
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1/14/20251/17/2025416,000DP-203T00
2/10/20252/14/2025416,000DP-203T00
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6/17/20256/20/2025416,000DP-203T00
7/15/20257/18/2025416,000DP-203T00
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10/7/202510/10/2025416,000DP-203T00
11/11/202511/14/2025416,000DP-203T00
12/9/202512/12/2025416,000DP-203T00

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