AWS Certified Data Engineer Associate 2024 – Hands On!
About Course
Master the art of data engineering on AWS with this comprehensive course designed to help you ace the **AWS Certified Data Engineer Associate Exam (DEA-C01 or DE1-C01)**. This course is **completely free** and covers all the essential data ingestion, transformation, and orchestration technologies you need to know to succeed on the exam.
Taught by best-selling Udemy instructors **Frank Kane** and **Stéphane Maarek**, this course offers a **hands-on** approach to learning. Together, these industry experts have **taught over 2 million students**, combining Stéphane’s deep AWS knowledge with Frank’s practical experience in data wrangling gained during his 9-year career at Amazon.
This course delves into a wide range of AWS services, including:
- Data streaming and transformation with **Amazon Kinesis** and **Amazon Managed Streaming for Apache Kafka (MSK)**
- Message queuing with **Simple Queue Service (SQS)**
- Data pipeline orchestration using **Amazon AppFlow, Amazon EventBridge, AWS Step Functions, and Amazon Managed Workflows for Apache Airflow (MWAA)**
- Scaling data solutions with **AWS Database Migration Service (DMS), AWS DataSync, Snow Family, Transfer Family**, and more
- Managing massive **data lakes** with **Simple Storage Service (S3)** and data lifecycle management
- Optimizing transactional queries with **DynamoDB, DocumentDB, Keyspaces, and MemoryDB**
- Integrating big data systems with **AWS Lambda**
- Making unstructured data queryable with **AWS Glue, Glue DataBrew, and Lake Formation**
- Processing data at scale with **Elastic MapReduce**, including Apache **Spark**
- Leveraging machine learning algorithms with **Amazon SageMaker**
- Searching and analyzing data with **Amazon OpenSearch (formerly Elasticsearch) Service**
- Querying S3 data lakes with Amazon **Athena**
- Hosting large-scale data warehouses with **Redshift** and **Redshift Spectrum**
- Integrating smaller data with **Relational Database Service (RDS)**
- Ensuring data security with encryption, **KMS, Macie, Secrets Manager, IAM**, and more
- Managing and governing systems with **CloudFormation, CloudTrail, CloudWatch, AWS Config**, and more
This course is packed with **hands-on demos, a full-length practice exam, additional practice questions**, and test-taking tips. Prepare for the AWS Certified Data Engineer Associate Exam with confidence and **unlock your potential as an AWS data engineer!**
**This course is available completely free of charge on Theetay, offering a platform for accessing the best online courses from Udemy, Udacity, Coursera, MasterClass, NearPeer, and other leading platforms. Start your journey to becoming an AWS Certified Data Engineer today!**
What Will You Learn?
- Maximize your odds of passing the AWS Certified Data Engineer - Associate (DEA-C01) exam
- Design and implement data pipelines with AWS to ingest, store, and transform data
- Choose and design data stores, data models, data schemas, and data lifecycles.
- Maintain, operationalize, and orchestrate data pipelines with EventBridge, Airflow, AWS Step Functions,, and more
- Apply security, governance, and privacy best practices to your AWS data pipelines.
- Create data lakes with S3, Glue, Redshift and more
- Process batch and streaming data with Kinesis, EMR, containers, Lambda, and more
Course Content
01 – Introduction
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A Message from the Professor
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001 – Course Overview Services we will Cover.mp4
00:00 -
002 – Get the Course Materials.mp4
00:00 -
003 – Udemy 101.mp4
00:00
02 – Data Engineering Fundamentals
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001 – Data Engineering Fundamentals recap.html
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004 – Intro Data Engineering Fundamentals.mp4
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005 – Types of Data Structured Unstructured SemiStructured.mp4
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006 – Properties of Data Volume Velocity Variety.mp4
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007 – Data Warehouses vs Data Lakes and Lakehouses.mp4
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008 – Managing and Orchestrating ETL Pipelines.mp4
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009 – Common Data Sources and Data Formats.mp4
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010 – Quick Review of Data Modeling Data Lineage and Schema Evolution.mp4
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011 – Database Performance Optimization.mp4
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012 – Data Sampling Techniques.mp4
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013 – Data Skew Mechanisms.mp4
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014 – Data Validation and Profiling.mp4
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015 – SQL Review Aggregations Grouping Sorting Pivoting.mp4
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016 – SQL JOIN types.mp4
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017 – Git review architecture and commands.mp4
00:00
03 – Storage
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002 – Storage practice exam questions.html
00:00 -
018 – Intro Storage.mp4
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019 – Amazon S3.mp4
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020 – Amazon S3 Hands On.mp4
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021 – Amazon S3 Security Bucket Policy.mp4
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022 – Amazon S3 Security Bucket Policy Hands On.mp4
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023 – Amazon S3 Versioning.mp4
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024 – Amazon S3 Versioning Hands On.mp4
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025 – Amazon S3 Replication.mp4
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026 – Amazon S3 Replication Notes.mp4
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027 – Amazon S3 Replication Hands On.mp4
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028 – Amazon S3 Storage Classes.mp4
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029 – Amazon S3 Storage Classes Hands On.mp4
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030 – Amazon S3 Lifecycle Rules.mp4
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031 – Amazon S3 Lifecycle Rules Hands On.mp4
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032 – Amazon S3 Event Notifications.mp4
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033 – Amazon S3 Event Notifications Hands On.mp4
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034 – Amazon S3 Performance.mp4
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035 – Amazon S3 Select Glacier Select.mp4
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036 – Amazon S3 Encryption.mp4
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037 – About DSSEKMS.html
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038 – Amazon S3 Encryption Hands On.mp4
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039 – Amazon S3 Default Encryption.mp4
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040 – Amazon S3 Access Points.mp4
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041 – Amazon S3 Object Lambda.mp4
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042 – Amazon EBS.mp4
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043 – Amazon EBS Hands On.mp4
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044 – Amazon EFS.mp4
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045 – Amazon EFS Hands On.mp4
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046 – Amazon EFS vs Amazon EBS.mp4
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047 – AWS Backup.mp4
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048 – AWS Backup Hands On.mp4
00:00
04 – Database
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003 – Database practice exam questions.html
00:00 -
049 – Intro Database.mp4
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050 – Amazon DynamoDB.mp4
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051 – Amazon DynamoDB Hands On.mp4
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052 – Amazon DynamoDB in Big Data.mp4
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053 – Amazon DynamoDB Throughput RCU WCU.mp4
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054 – Amazon DynamoDB Throughput RCU WCU Hands On.mp4
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055 – Amazon DynamoDB Basic APIs.mp4
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056 – Amazon DynamoDB Basic APIs Hands On.mp4
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057 – Amazon DynamoDB Indexes LSI GSI.mp4
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058 – Amazon DynamoDB Indexes LSI GSI Hands On.mp4
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059 – Amazon DynamoDB PartiQL.mp4
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060 – Amazon DynamoDB Accelerator DAX.mp4
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061 – Amazon DynamoDB Accelerator DAX Hands On.mp4
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062 – Amazon DynamoDB Streams.mp4
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063 – Amazon DynamoDB Streams Hands On.mp4
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064 – Amazon DynamoDB Time To Live TTL.mp4
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065 – Amazon DynamoDB Patterns with S3.mp4
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066 – Amazon DynamoDB Security.mp4
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067 – Amazon RDS.mp4
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068 – Shared and exclusive locks in RDS.mp4
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069 – Amazon RDS Best Practices.mp4
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070 – Amazon DocumentDB.mp4
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071 – Amazon MemoryDB for Redis.mp4
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072 – Amazon Keyspaces for Apache Cassandra.mp4
00:00 -
073 – Amazon Neptune.mp4
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074 – Amazon Redshift Intro Architecture.mp4
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075 – Redshift Spectrum and Performance Tuning.mp4
00:00 -
076 – Redshift Durability and Scaling.mp4
00:00 -
077 – Redshift Distribution Styles.mp4
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078 – Redshift Sort Keys.mp4
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079 – Redshift Data Flows and the COPY command.mp4
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080 – Redshift Integration WLM Vacuum.mp4
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081 – Redshift Resizing Newer Features.mp4
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082 – Redshift AQUA Redshift ML.mp4
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083 – Redshift Security.mp4
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084 – Redshift Serverless.mp4
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085 – Redshift Materialized Views.mp4
00:00 -
086 – Redshift Data Sharing Data Shares.mp4
00:00 -
087 – Redshift Lambda UDF.mp4
00:00 -
088 – Redshift Federated Queries.mp4
00:00 -
089 – Redshift Hands On.mp4
00:00
05 – Migration and Transfer
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004 – Migration and Transfer practice exam questions.html
00:00 -
090 – Intro Migration and Transfer.mp4
00:00 -
091 – Application Discovery Service Application Migration Service.mp4
00:00 -
092 – AWS Database Migration Service AWS DMS.mp4
00:00 -
093 – AWS Database Migration Service AWS DMS Hands On.mp4
00:00 -
094 – AWS DataSync.mp4
00:00 -
095 – AWS Snow Family.mp4
00:00 -
096 – AWS Snow Family Hands On.mp4
00:00 -
097 – AWS Transfer Family.mp4
00:00
06 – Compute
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005 – Compute practice exam questions.html
00:00 -
098 – Intro Compute.mp4
00:00 -
099 – EC2 in Big Data.mp4
00:00 -
100 – AWS Lambda.mp4
00:00 -
101 – Lambda Integration Part 1.mp4
00:00 -
102 – Lambda Integration Part 2.mp4
00:00 -
103 – AWS Lambda File Systems Mounting.mp4
00:00 -
104 – AWS SAM.mp4
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105 – AWS SAM CLI Installation.mp4
00:00 -
106 – AWS SAM Create Project.mp4
00:00 -
107 – AWS SAM Deploy Project.mp4
00:00 -
108 – AWS SAM with API Gateway.mp4
00:00 -
109 – AWS SAM with DynamoDB.mp4
00:00 -
110 – AWS Batch.mp4
00:00
07 – Containers
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006 – Containers practice exam questions.html
00:00 -
111 – Intro Containers.mp4
00:00 -
112 – What is Docker.mp4
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113 – Amazon ECS.mp4
00:00 -
114 – Amazon ECS Create Cluster Hands On.mp4
00:00 -
115 – Amazon ECS Create Service Hands On.mp4
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116 – Amazon ECR.mp4
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117 – Amazon EKS.mp4
00:00 -
118 – Amazon EKS Hands On.mp4
00:00
08 – Analytics
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007 – Analytics practice exam questions.html
00:00 -
119 – Intro Analytics.mp4
00:00 -
120 – AWS Glue.mp4
00:00 -
121 – Glue Hive and ETL.mp4
00:00 -
122 – Modifying the Glue Data Catalog from ETL Scripts.mp4
00:00 -
123 – Glue ETL Developer Endpoints Running ETL Jobs with Bookmarks.mp4
00:00 -
124 – Glue Costs and AntiPatterns.mp4
00:00 -
125 – AWS Glue Studio.mp4
00:00 -
126 – AWS Glue Data Quality.mp4
00:00 -
127 – AWS Glue DataBrew.mp4
00:00 -
128 – Handling PII in DataBrew Transformations.mp4
00:00 -
129 – AWS Lake Formation.mp4
00:00 -
130 – AWS Lake Formation Data Filters.mp4
00:00 -
131 – Amazon Athena.mp4
00:00 -
132 – Athena and Glue Costs and Security.mp4
00:00 -
133 – Athena Performance.mp4
00:00 -
134 – Athena ACID Transactions.mp4
00:00 -
135 – Athena FineGrained Access to AWS Glue Data Catalog.mp4
00:00 -
136 – Apache Spark.mp4
00:00 -
137 – Athena Glue and S3 Data Lakes Hands On.mp4
00:00 -
138 – Spark Integration with Kinesis and Redshift.mp4
00:00 -
139 – Spark Integration with Athena.mp4
00:00 -
140 – Amazon EMR.mp4
00:00 -
141 – EMR AWS integration and Storage.mp4
00:00 -
142 – EMR Promises Intro to Hadoop.mp4
00:00 -
143 – EMR Serverless EMR on EKS.mp4
00:00 -
144 – Amazon Kinesis Data Streams.mp4
00:00 -
145 – Amazon Kinesis Data Streams Producers.mp4
00:00 -
146 – Amazon Kinesis Data Streams Consumers.mp4
00:00 -
147 – Amazon Kinesis Data Streams Hands On.mp4
00:00 -
148 – Amazon Kinesis Data Streams Enhanced Fan Out.mp4
00:00 -
149 – Amazon Kinesis Data Streams Scaling.mp4
00:00 -
150 – Amazon Kinesis Data Streams Handling Duplicates.mp4
00:00 -
151 – Amazon Kinesis Data Streams Security.mp4
00:00 -
152 – Amazon Kinesis Data Firehose.mp4
00:00 -
153 – Amazon Kinesis with CloudWatch Subscription Filters.mp4
00:00 -
154 – Kinesis Data Stream Troubleshooting and Performance Tuning.mp4
00:00 -
155 – Kinesis Data Analytics Amazon Managed Service for Apache Flink MSAF.mp4
00:00 -
156 – Kinesis Analytics Costs RANDOMCUTFOREST.mp4
00:00 -
157 – Amazon MSK.mp4
00:00 -
158 – Amazon MSK Connect.mp4
00:00 -
159 – Amazon MSK Serverless.mp4
00:00 -
160 – Amazon Kinesis vs Amazon MSK.mp4
00:00 -
161 – Amazon OpenSearch Service.mp4
00:00 -
162 – Amazon OpenSearch Service Pt 2.mp4
00:00 -
163 – OpenSearch Index Management and Designing for Stability.mp4
00:00 -
164 – Amazon OpenSearch Service Performance.mp4
00:00 -
165 – Amazon OpenSearch Serverless.mp4
00:00 -
166 – Amazon QuickSight.mp4
00:00 -
167 – QuickSight Pricing and Dashboards ML Insights.mp4
00:00
09 – Application Integration
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008 – Application Integration practice questions.html
00:00 -
168 – Intro Application Integration.mp4
00:00 -
169 – Amazon SQS.mp4
00:00 -
170 – Amazon Kinesis Data Streams vs Amazon SQS.mp4
00:00 -
171 – Amazon SQS Dead Letter Queues.mp4
00:00 -
172 – Amazon SQS Dead Letter Queues Hands On.mp4
00:00 -
173 – Amazon SNS.mp4
00:00 -
174 – Amazon SNS with SQS Fan Out.mp4
00:00 -
175 – Amazon SNS Hands On.mp4
00:00 -
176 – AWS Step Functions.mp4
00:00 -
177 – Amazon AppFlow.mp4
00:00 -
178 – Amazon EventBridge.mp4
00:00 -
179 – Amazon EventBridge Hands On.mp4
00:00 -
180 – Amazon Managed Workflows for Apache Airflow Amazon MWAA.mp4
00:00 -
181 – Full Data Engineering Pipelines.mp4
00:00
10 – Security Identity and Compliance
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009 – Security Identity and Compliance practice questions.html
00:00 -
182 – Intro Security Identity and Compliance.mp4
00:00 -
183 – Principle of Least Privilege.mp4
00:00 -
184 – Data Masking and Anonymization.mp4
00:00 -
185 – Key Salting.mp4
00:00 -
186 – Preventing Backups or Replication to Disallowed AWS Regions.mp4
00:00 -
187 – IAM Introduction Users Groups Policies.mp4
00:00 -
188 – IAM Users Groups Hands On.mp4
00:00 -
189 – IAM Policies.mp4
00:00 -
190 – IAM Policies Hands On.mp4
00:00 -
191 – IAM MFA.mp4
00:00 -
192 – IAM MFA Hands On.mp4
00:00 -
193 – IAM Roles.mp4
00:00 -
194 – IAM Roles Hands On.mp4
00:00 -
195 – Encryption 101.mp4
00:00 -
196 – AWS KMS.mp4
00:00 -
197 – AWS KMS Hands On.mp4
00:00 -
198 – Amazon Macie.mp4
00:00 -
199 – AWS Secrets Manager.mp4
00:00 -
200 – AWS Secrets Manager Hands On.mp4
00:00 -
201 – AWS WAF.mp4
00:00 -
202 – AWS Shield.mp4
00:00 -
203 – AWS Services Security Deep Dive Part 1.mp4
00:00 -
204 – AWS Services Security Deep Dive Part 2.mp4
00:00 -
205 – AWS Services Security Deep Dive Part 3.mp4
00:00
11 – Networking and Content Delivery
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010 – Networking and Content Delivery practice questions.html
00:00 -
206 – Intro Networking and Content Delivery.mp4
00:00 -
207 – VPC Subnets Internet Gateway NAT Gateway.mp4
00:00 -
208 – NACL Security Groups VPC Flow Logs.mp4
00:00 -
209 – VPC Peering Endpoints VPN Direct Connect.mp4
00:00 -
210 – VPC Cheat Sheet Closing Comments.mp4
00:00 -
211 – AWS PrivateLink.mp4
00:00 -
212 – What is DNS.mp4
00:00 -
213 – Amazon Route 53.mp4
00:00 -
214 – Amazon Route 53 Registering Domains Hands On.mp4
00:00 -
215 – Amazon Route 53 Creating DNS Records Hands On.mp4
00:00 -
216 – Amazon CloudFront.mp4
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217 – Amazon CloudFront S3 as Origin Hands On.mp4
00:00 -
218 – Amazon CloudFront ALB as Origin.mp4
00:00 -
219 – Amazon CloudFront Cache Invalidation.mp4
00:00
12 – Management and Governance
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011 – Management and Governance practice questions.html
00:00 -
220 – Intro Management and Governance.mp4
00:00 -
221 – Amazon CloudWatch Metrics.mp4
00:00 -
222 – Amazon CloudWatch Logs.mp4
00:00 -
223 – Amazon CloudWatch Logs Hands On.mp4
00:00 -
224 – Amazon CloudWatch Logs Unified Agent.mp4
00:00 -
225 – Amazon CloudWatch Alarms.mp4
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226 – Amazon CloudWatch Alarms Hands On.mp4
00:00 -
227 – Amazon CloudTrail.mp4
00:00 -
228 – Amazon CloudTrail Hands On.mp4
00:00 -
229 – AWS CloudTrail Lake.mp4
00:00 -
230 – AWS Config.mp4
00:00 -
231 – AWS Config Hands On.mp4
00:00 -
232 – CloudWatch vs CloudTrail vs Config.mp4
00:00 -
233 – AWS CloudFormation.mp4
00:00 -
234 – AWS CloudFormation Hands On.mp4
00:00 -
235 – SSM Parameter Store.mp4
00:00 -
236 – SSM Parameter Store Hands On.mp4
00:00 -
237 – SSM Parameter Store Lambda Integration.mp4
00:00 -
238 – AWS WellArchitected Framework Tool.mp4
00:00 -
239 – Amazon Managed Grafana.mp4
00:00
13 – Machine Learning
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012 – Machine Learning practice questions.html
00:00 -
240 – Intro Machine Learning.mp4
00:00 -
241 – Amazon SageMaker.mp4
00:00 -
242 – SageMaker Feature Store.mp4
00:00 -
243 – SageMaker ML Lineage Tracking.mp4
00:00 -
244 – SageMaker Data Wrangler.mp4
00:00
14 – Developer Tools
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013 – Developer Tools practice questions.html
00:00 -
245 – Intro Developer Tools.mp4
00:00 -
246 – AWS Access Keys CLI SDK.mp4
00:00 -
247 – AWS CLI Setup on Windows.mp4
00:00 -
248 – AWS CLI Setup on Mac OS X.mp4
00:00 -
249 – AWS CLI Setup on Linux.mp4
00:00 -
250 – AWS CLI Hands On.mp4
00:00 -
251 – AWS Cloud9.mp4
00:00 -
252 – AWS Cloud9 Hands On.mp4
00:00 -
253 – AWS CDK.mp4
00:00 -
254 – AWS CDK Hands On.mp4
00:00 -
255 – AWS CodeDeploy.mp4
00:00 -
256 – AWS CodeCommit.mp4
00:00 -
257 – AWS CodeBuild.mp4
00:00 -
258 – AWS CodePipeline.mp4
00:00
15 – Everything Else
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014 – The last quiz.html
00:00 -
259 – Intro Everything Else.mp4
00:00 -
260 – AWS Budgets.mp4
00:00 -
261 – AWS Budgets Hands On.mp4
00:00 -
262 – AWS Cost Explorer.mp4
00:00 -
263 – Amazon API Gateway.mp4
00:00 -
264 – Amazon API Gateway Hands On.mp4
00:00
16 – Wrapping Up
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265 – Intro Wrapping Up.mp4
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266 – Reviewing the Exam Guide and other AWS resources.mp4
00:00 -
267 – General AWS Certification Exam Tips.mp4
00:00 -
268 – Exam Walkthrough and Signup.mp4
00:00 -
269 – Save 50 on your AWS Exam Cost.mp4
00:00 -
270 – Get an Extra 30 Minutes on your AWS Exam Non Native English Speakers Only.mp4
00:00 -
271 – AWS Certification Paths.mp4
00:00 -
272 – Thank you.mp4
00:00 -
273 – BONUS Lecture.html
00:00
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