Stone River Elearning – AWS Cloud Technologies Masterclass
Gain a solid understanding of the AWS Cloud Technology
Are you a freelancer, company or an App Developer, Data Analyst, Business Analyst, Web Developer, IT administrator, Data Center Architect, Project Manager, Enterprise Architect, or Programmer? and want to gain fundamental and intermediate level skills and enjoy a fascinating high paying career?
Welcome to AWS Cloud Technology Masterclass course.
AWS Cloud Technology Masterclass
In this course you will learn:
Working with AWS Cloud Services
Learn to deploy architectures onto the AWS Cloud
Deploying a Nodejs application using DynamoDB
Deep dive into EC2 Instances and EBS Volumes
Understand Snapshots and AMIs along with EFS Volumes
Configuring and working Elastic Load Balancers (ELBs)
Lean how to auto scale policies
Learn building DevOps pipelines and best practices while working with AWS CodeStar
Switch IDE and using AWS Cloud9, and much more…
Who this course is for:
Software Engineers, Web Designers and Developers
Infrastructure, DevOps & QA teams
Someone looking to gain an understanding of the AWS cloud
IT managers aiming to get comfortable with cloud technologies
Course Curriculum
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 (5:50)
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 (10:04)
Creating a basic Sumerian scene (10:41)
Section Quiz: Test your knowledge: Take a short quiz
AWS Firecracker
What is AWS Firecracker (8:22)
AWS Firecracker design and architecture (6:18)
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 (3:18)
Section Quiz: Test your knowledge: Take a short quiz
Storage
All about S3 Buckets (15:10)
Cross-Region replication of S3 Buckets (18:04)
Creating EBS volumes (6:40)
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 (9:04)
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 (13:15)
Cloud Networking
Virtual Private Cloud (10:30)
VPC Security (4:01)
VPC Components (10:41)
Creating and configuring a VPC (9:01)
AWS CloudFront (6:05)
Creating a CloudFront Distribution (6:13)
Elastic Load Balancers (3:36)
Creating ELBs (6:19)
AWS Route53 (7:40)
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 (13:29)
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 (7:29)
Working with RESTful APIs (6:53)
Creating a Rekognition collection (3:05)
Creating step functions (3:33)
Modifying and testing step functions (4:32)
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 (18:12)
Install Imp Consideration (5:39)
Working with Lambda API Gateway (7:04)
Importing a CodeStar Project in Eclipse (12:11)
Creating a branch (16:00)
Adding a team member (3:12)
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 (9:10)
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 (6:33)
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 (6:37)
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 (7:01)
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 (5:30)
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 (1:22)
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)
> Please contact our team if you have questions, or broken links via our email [email protected]
