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AWS Cloud Technologies Masterclass
Introduction
Introduction (6:16)
Take AWS Cloud Certified Practitioner Exam at Home or Office 24/7' (3:53)
Getting certified in AWS Services (13:12)
What is cloud computing (10:41)
Creating an AWS account (5:04)
AWS Management Console (4:05)
EC2 Dashboard Experience (3:55)
Innovative AWS Services
AWS G4 EC2 Instance - NVIDIA (5:40)
End User Services
Amazon AppStream (5:46)
Amazon Worklink (7:25)
Setting up a Worklink Account - Pre-Reqs (5:51)
Worklink Proof of Concept Part 1 (4:07)
Worklink Proof of Concept Part 2 (4:08)
Worklink Proof of Concept Part 3 (9:16)
Worklink Proof of Concept Part 4- installing the app new (4:25)
Section Quiz: Test your knowledge: Take a short quiz
AR/VR
Virtual Reality with Sumerian (10:05)
Creating a basic Sumerian scene (10:42)
Section Quiz: Test your knowledge: Take a short quiz
AWS Firecracker
What is AWS Firecracker (8:22)
AWS Firecracker design and architecture (6:19)
What are Bare Metal Instances? Learn AWS Bare Metal EC2 Instance (5:47)
AWS Firecracker and RUST Language (5:27)
Section Quiz: Test your knowledge: Take a short quiz
AWS Cost Management
How to create Budgets in AWS? (13:17)
Cost and Usage Reports (6:10)
Creating a Billing Alarm (5:06)
Security, Identity and Compliance
Identity and Access Management (12:36)
Configuring IAM (6:01)
AWS Cognito (5:22)
AWS Certificate Manager (7:10)
AWS GuardDuty (5:30)
Section Quiz: Test your knowledge: Take a short quiz
Compute (EC2)
EC2 Instance basics (14:10)
Launching EC2 Instances (14:39)
Working with AMIs (3:42)
Snapshots and Restorations (6:52)
Deep dive into EC2 Instances (12:05)
Elastic Load Balancer basics (3:36)
Setting up Elastic Load Balancers (6:19)
Autoscaling Basics (10:15)
Configure Autoscaling part 1 (9:38)
Configure Autoscaling part 2 (3:19)
Section Quiz: Test your knowledge: Take a short quiz
Storage
All about S3 Buckets (15:11)
Cross-Region replication of S3 Buckets (18:04)
Creating EBS volumes (6:41)
Storage EBS (7:04)
Storage EFS (3:40)
Creating an EFS in AWS (3:37)
Section Quiz: Test your knowledge: Take a short quiz
Databases
Database basics (2:15)
Relational database service (9:44)
Creating MySQL DB (9:05)
Amazon Aurora (3:43)
Working with Aurora (11:14)
DynamoDB (4:48)
A hands-on look at DynamoDB (8:36)
AWS Elasticache (8:54)
Management and Governance
AWS Management Tools (9:41)
The Management Console (4:05)
AWS CloudWatch (13:15)
AWS CloudTrail (6:16)
AWS Command Line Interface (12:45)
AWS Trusted Advisor (8:57)
The Well-Architected Tool (13:16)
Cloud Networking
Virtual Private Cloud (10:30)
VPC Security (4:01)
VPC Components (10:41)
Creating and configuring a VPC (9:01)
AWS CloudFront (6:06)
Creating a CloudFront Distribution (6:13)
Elastic Load Balancers (3:36)
Creating ELBs (6:19)
AWS Route53 (7:41)
Hosting a domain with Route53 (7:30)
Creating Cloud Architectures
Cloud Migration Basics (9:14)
Batch process architecture (4:57)
Media and content architecture (5:12)
High availability and fault tolerance (6:20)
Advertising architecture (4:40)
Gaming architecture (7:29)
File optimization architecture (5:11)
Wordpress hosting architecture (8:07)
AWS CloudFormation
What is cloudformation (10:03)
Launching and changing an EC2 Instance (8:48)
Templates (13:30)
CloudFormation Designer (5:44)
Creating a WebServer with Designer Part 1 (7:07)
Creating a WebServer with Designer Part 2 (13:02)
What are Stacks (8:21)
Creating a StackSet (5:25)
Modifying created Stacks (5:59)
Creating Change Sets (4:09)
Best Practices (10:06)
Clean-up (1:13)
Section Quiz: Test your knowledge: Take a short quiz
Serverless Computing
What is Serverless? (7:53)
Serverless App Repository (2:54)
Benefits and Drawbacks of serverless
Chatbot architecture (3:18)
Serverless Web App architecture (2:39)
Image processing Architecture (2:43)
Creating slack chatbot (3:35)
Launching image moderation bot in AWS (7:09)
Hosting a static website (6:13)
User management (5:21)
Creating a serverless backend (7:30)
Working with RESTful APIs (6:53)
Creating a Rekognition collection (3:05)
Creating step functions (3:34)
Modifying and testing step functions (4:33)
DevOps
AWS Developer Tools (18:01)
AWS Automation Tools (9:51)
AWS ToolKit Eclipse IDE (12:55)
Github and Fork Repository (2:03)
Installing Eclipse IDE Neon (7:25)
Java App Project Brief (6:53)
AWS Codestar First Project Java Application (18:13)
Install Imp Consideration (5:39)
Working with Lambda API Gateway (7:05)
Importing a CodeStar Project in Eclipse (12:11)
Creating a branch (16:01)
Adding a team member (3:13)
Switch IDE and using AWS Cloud9 (8:26)
Deploy Java App in EBS Volume (18:34)
Working with JIRA (9:32)
JIRA Create-Issue (5:50)
Deploying WordPress Blog Using AWS CloudFormation (21:38)
Creating a PHP Web Application (11:05)
Working With AWS CloudFormation Template (14:47)
Working Within Eclipse for DevOps Pipeline (13:13)
Difference Between CI-CD (8:22)
Blockchain in AWS
What is blockchain ? (20:30)
What makes up a blockchain ? (8:48)
Hyperledger vs Ethereum (8:18)
Introduction to Hyperledger (6:31)
Hyperledger Fabric (13:20)
What is an identity ? (9:17)
Membership Service Providers (8:01)
Blockchain options in AWS (6:58)
AWS Hyperledger Template (9:11)
Creating VPC (9:01)
Creating key pair and security groups (4:44)
Creating roles and policies (5:03)
Monitoring using Hyperledger Explorer (3:59)
Exploring CLI Container (8:35)
Creating a GoLang Chaincode (5:27)
Install and Instantiate Chaincode (6:34)
Invoking Transactions and running queries (7:08)
Using a cloudformation template to deploy hyperledger (7:57)
Machine Learning in AWS
AWS Machine Learning (3:32)
Billing Alarms (5:06)
Management Console (4:05)
Reinforcement Learning (6:19)
Reinforcement Learning in Action (6:48)
Basics of Machine Learning (7:50)
Supervised Learning (8:46)
Unsupervised Learning (9:55)
Deep Neural Networks (13:59)
Neural Network Techniques (20:50)
How to model an environment (7:59)
Dynamic Programming (10:28)
What is Q Learning (6:38)
Demonstrating Q Learning (4:48)
QLearning Shortest Path (4:43)
Dynamic Programming in Action (13:11)
What is a notebook and Installing Jupyter (4:19)
Creating first Jupyter Notebook through Anaconda (7:36)
Looking at Jupyter Kernels (5:20)
Data Analysis in Jupyter (6:43)
Plotting with MatPlotLib (3:43)
Machine Learning on AWS (7:25)
First steps in building a Machine Learning model (10:45)
Understanding AWS Datasources (9:54)
Machine Learning Training Models in AWS (7:24)
Importance of Feature Transformation (6:26)
Evaluating Models (13:40)
Creating a datasource and model in AWS (7:02)
Serverless machine learning inference with AWS Lambda (8:31)
What is SageMaker? (5:00)
Setting up AWS for SageMaker (12:11)
Machine Learning in SageMaker
Intro to Linear Learner (5:27)
Linear learner data preparation (6:43)
Linear learner training (7:18)
Creating a Hyperparameter Tuning Job (9:54)
AWS Rekognition
AWS Billing Quick Check (1:23)
Download and Install Pycharm (8:34)
Create a new user: programmatic access ' (4:58)
Logging in through the command line (3:56)
Install Boto3 - AWS (5:46)
Create images directory in Pycharm (3:15)
Uploading images (3:10)
Python pprint (2:14)
Creating helpers file (3:28)
Fetching labels from images (12:32)
Extracting just labels (4:11)
Face detection with Python (13:58)
Using S3 label detection (7:12)
Limits of AWS Rekognition (5:22)
AWS G4 EC2 Instance - NVIDIA
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