AWS Mastery: Unleashing Cloud Potential
Embark on a transformative journey into Amazon Web Services (AWS), mastering cloud computing essentials and advanced techniques to elevate your career and streamline your projects.
Amazon AWS Course In Pune
Amazon Web Services (AWS) is a computing platform acknowledged all over for its cloud-based administration services and applications. Amazon Web Services started in 2006 and since then these services have been known for the best remote or inaccessible cloud-based services. AWS Course in Pune, with its extraordinary components, for example, high-performance databases, high storage, minimal effort processing, low cost computing, have figured out how to wind up noticeably the top most need of numerous business houses, non-benefit associations or individuals.
Best Aws Training Institute Pune
Amazon Web Services Certification training program at ETLHive institute will engage you with the latest developments in Amazon AWS technology and will discuss about how it is utilized to make the most capable cloud-based solutions. TheAWS Training concentrates on AWS storage, its computing and network powers. This hands-on training will enhance your abilities of planning, designing and creating cloud-based applications utilizing AWS.Intended Audience
- Professionals who are having interest in cloud computing technology & solutions
- People who are willing to create cloud based applications using Amazon AWS
- System Administrators & IT Administrators who aspire to work in Amazon AWS
Required Skill Set
- Elementary Knowledge of Programming Languages
Syllabus
- Introduction to cloud computing?
- Models of cloud computing
- Fundamentals of AWS
- AWS Services
- Management Console for AWS
- Architecture AWS
- Setting up AWS Account
- Amazon Amis
- Describing Elastic Compute Cloud
- Launching an AWS EC2 instance
- Hosting a website on AWS EC2
- What is Putty?
- Roles for AWS CLI
- PHP Installation for EC2
- Features of EC2
- Setting EBS storage architecture
- AWS Storage
- Fundamental of AMI & Snapshots
- Creation of AMI
- Amazon EC2 & EBS
- Backup & Restore of Amazon EBS
- EC2 Services
- Persistent Storage of EBS
- Amazon Storage Services
- Glaciers, S3, RRS
- Version Control
- Â Lifecycle Management
- Â Glacier for Amazon S3
- CDN Creation and S3 Bucket
- Configuration of Snowball and CORS
- Learn S3 Deep Dive
- Amazon Cloud Watch
- Monitoring AWS Resources
- Setting Alerts
- Usage & Billing Notifications
- Introduction to Scaling?
- Â Load Distribution Techniques
- Scaling Service of Amazon
- ELB and Auto Scaling
- VPC – Virtual Private Cloud
- VPC: NAT
- Network Address Translation
- Peering & VPN
- Creating Access Control Lists (ACLs)
- VPC and VPC flow logs
- Overview Amazon IAM
- IAM Terminology
- Access Control Distribution
- Distribution using IAM
- Identity Federation
- Â Security Credentials and Access Keys
- Relational Database Service(RDS)
- RDS Replicas & Backups
- Â Management of RDS
- AWS NoSQL Service – Dynamo DB
- Â Indexes & DynamoDB tables
- Scan vs Query API Calls :DynamoDB
- Access: DynamoDB
- Data Migration & Control
- Services of AWS
- AWS Resources Life Cycle
- Model of DevOps
- AWS Email Service
- Service for Content Distribution
- AWS Cloud Front
- AWS Import/Export
- Elastibean Stalk :AWS Product
- Overview of Lambda and Kinesis?
- Cloud Formation
- AWSOps Works SNS
- SES
Regression Methods for Forecasting Numeric Data
• Understanding Neural Networks
• From Biological to Artificial Neurons
• Activation Functions
Deep Learning – Neural Networks and Support Vector Machines
• What is Regression?
• Model Selection
• Generalized Regression
• Simple Linear Regression
• Multiple Linear Regression
• Correlations
• Correlation between X and Y
• Ridge and Regularized Regression
• LASSO
• Time Series
• Prediction: Time Dependent/Variant Data
• Ordinary Least Square Regression Model
• Dummy Variable Regression Model
• Interaction Regression Model
• Non-Linear Regression Model
• Perform Regression Analysis with Multiple Variables
• Network Topology
• Recurrent and Gaussian Neural Network
• The Number of Layers
• The Direction of Information Travel
• The Number of Nodes in Each Layer
• Training Neural Networks with Backpropagation
• Support Vector Machines
• Classification with Hyperplanes
• Finding the Maximum Margin
• The Case of Linearly Separable Data
• The Case of Non-Linearly Separable Data
• Retrieve Data using SQL Statements
• Using Kernels for Non-Linear Spaces
Classification
• K-NN, Naïve Bayes, Support Vector Machines
• Defining Classification
• Understanding Classification and Prediction
• Decision Tree Classifier
• How to Build Decision Trees?
• Basic Algorithm for a Decision Tree
• Decision Trees and Data Mining
• Random Forest Classifier
• Features of Random Forests
• Out of Box Error Estimate and Variable Importance
• Naïve Bayes Classifier Model
• Bayesian Theorem
Advantages and Disadvantages of Naïve Bayes Classifier Model
• Understanding Support Vector Machines
• Understanding Linear SVMs
• Logistic Regression
• Bagging and Boosting(Adaboost)
- Fundamentals of Route53 & DNS
- Types of Routing Policy Lab
- Simple Workflow Service & Simple Queue Service
- Introduction of Simple Notification Service?
- Â SNS, SQS & SWS Creation
- Understanding Use Cases
- Introduction to Elastic File System- EFS
- Configuration of EFS
- Creating and using EFS with Multiple EC2 Instances
- Troubleshooting in EFS
- Difference Between OLTP and OLAP
- Components of Redshift
- Important Features of Redshift
- Architecture of Reshift
- Creating and Managing a cluster in RedShift
- Connecting to RedShift Cluster using SQL workbentch
- Creating table and loading data into RedShift
- Bach-up and monitoring in RedShift
- Data Security in RedShift
- Pricing in RedShift
- Best Practices – RedShift
- How CodeDeploy Works?
- Benefits of Using CodeDeploy
- Pricing in CodeDeploy
- Use Case Discussion
- Benefits of using Workspace
- Pricing in WorkSpace
- Use Case Discussion- WorkSpcae
- Launching a private Workspace
Programming Languages & Tools
Certificates
Obtaining Your Certification
Upon successful completion of any course at Etlhive, participants receive a certificate attesting to their proficiency in the respective subject matter. These certificates serve as tangible evidence of the skills acquired during the training, enhancing the credibility of individuals in the job market and validating their expertise to potential employers. Etlhive certificates are recognized for their industry relevance and are highly regarded by leading organizations, providing a competitive edge to certificate holders. The validation process ensures that the certifications are earned through rigorous learning and assessment methods, reflecting real-world application and mastery of the concepts taught. With Etlhive certificates, individuals can showcase their commitment to continuous learning and professional development, opening doors to new career opportunities and advancement prospects.
Training students for leading brands
Frequently asked questions
AWS offers a vast array of services across categories such as Compute, Storage, Databases, Networking, Machine Learning, Security, Analytics, and more. Key services include Amazon EC2 (Elastic Compute Cloud), Amazon S3 (Simple Storage Service), Amazon RDS (Relational Database Service), AWS Lambda, Amazon VPC (Virtual Private Cloud), Amazon Redshift, Amazon SageMaker, and Amazon CloudWatch.
Amazon EC2 (Elastic Compute Cloud) is a web service that provides resizable compute capacity in the cloud. It allows users to rent virtual servers, known as instances, to run their applications. EC2 instances can be quickly provisioned and configured to meet various computing needs.
Yes, this course is designed to cater to beginners as well as those with some prior experience in web development. The curriculum is structured to gradually introduce concepts, starting from the basics and progressing to more advanced topics.
AWS provides a range of security features and best practices to help you secure your resources. This includes IAM (Identity and Access Management) for managing user access, VPC (Virtual Private Cloud) for network isolation, encryption options for data protection, and various monitoring and logging tools such as AWS CloudTrail and AWS Config.
AWS CloudFormation is a service that allows you to provision and manage AWS resources using code. With CloudFormation templates, you can define your infrastructure as code, making it easy to replicate and manage your AWS environments in a consistent and automated manner.
Auto Scaling is a feature of AWS that allows you to automatically adjust the number of EC2 instances in your application based on demand. You can define scaling policies to dynamically scale your resources up or down in response to changes in traffic or other metrics, ensuring optimal performance and cost efficiency.
The AWS Free Tier is a program that offers new AWS users free access to a range of AWS services for a limited time (typically 12 months) or within usage limits. This allows users to explore and experiment with AWS services without incurring any costs. However, it’s important to monitor usage to avoid unexpected charges once the free tier period expires.
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