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Machine learning with R

12 months

Starts 12/03/2021

Machine learning with R

Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry’s standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into electronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.

Machine learning with R

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Machine learning with R

12 months

Starts 12/03/2021

Business intelligence Master Course description

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Master course certification

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Business intelligence Master Course Curiculum

  • Python Basics I
  • Python Basics II
  • Introduction to NumPy & Pandas
  • Data Preprocessing & Manipulation
  • Data Visualization
  • Doubt Clearing Session + End Course Test
  • Python for AI-ML (Self-Paced)
Get detailed course syllabus in your inbox  ... Download Brochure
  • Statistical Foundations
  • Probablity
  • Inferential Statistics
  • Regression
  • Doubt Clearing Session + End Course Test
  • Predictive Analytics (Self-Paced)
  • Python Basics I
  • Python Basics II
  • Introduction to NumPy & Pandas
  • Data Preprocessing & Manipulation
  • Data Visualization
  • Doubt Clearing Session + End Course Test
  • Python for AI-ML (Self-Paced)
Get detailed course syllabus in your inbox  ... Download Brochure
  • Python Basics I
  • Python Basics II
  • Introduction to NumPy & Pandas
  • Data Preprocessing & Manipulation
  • Data Visualization
  • Doubt Clearing Session + End Course Test
  • Python for AI-ML (Self-Paced)
Get detailed course syllabus in your inbox  ... Download Brochure
  • Python Basics I
  • Python Basics II
  • Introduction to NumPy & Pandas
  • Data Preprocessing & Manipulation
  • Data Visualization
  • Doubt Clearing Session + End Course Test
  • Python for AI-ML (Self-Paced)
Get detailed course syllabus in your inbox  ... Download Brochure
  • Python Basics I
  • Python Basics II
  • Introduction to NumPy & Pandas
  • Data Preprocessing & Manipulation
  • Data Visualization
  • Doubt Clearing Session + End Course Test
  • Python for AI-ML (Self-Paced)
Get detailed course syllabus in your inbox  ... Download Brochure
  • Python Basics I
  • Python Basics II
  • Introduction to NumPy & Pandas
  • Data Preprocessing & Manipulation
  • Data Visualization
  • Doubt Clearing Session + End Course Test
  • Python for AI-ML (Self-Paced)
Get detailed course syllabus in your inbox  ... Download Brochure
  • Python Basics I
  • Python Basics II
  • Introduction to NumPy & Pandas
  • Data Preprocessing & Manipulation
  • Data Visualization
  • Doubt Clearing Session + End Course Test
  • Python for AI-ML (Self-Paced)
Get detailed course syllabus in your inbox  ... Download Brochure

Goal: In this module, you will learn about the different services provided by AWS. You will be provided with an overview of the important resources required to architect an application. 

Objective:
Upon completing this module, you should be able to:
  • Understand different classic data center elements
  • Know need of virtualization

Topics:

  • AWS Global Infrastructure
  • AWS Regions and Replication of data between the Regions
Hands-On:
  • Sign-up for AWS free-tier account
  • Explore Console and Configure CLI

Goal: In this module, you will learn about the different services provided by AWS. You will be provided with an overview of the important resources required to architect an application. 

Objective:
Upon completing this module, you should be able to:
  • Understand different classic data center elements
  • Know need of virtualization

Topics:

  • AWS Global Infrastructure
  • AWS Regions and Replication of data between the Regions
Hands-On:
  • Sign-up for AWS free-tier account
  • Explore Console and Configure CLI
Goal: In this module, you will learn about the different Object Storage Services offered by AWS, identify when to use a specific service, how to store/transfer data using these services and optimize the storage cost. 
 
Objective: 
Upon completing this module, you should be able to:
  • Understand Traditional Storage
  • Work with Amazon S3
  • Know the benefits of using Amazon Glacier
  • Work with CloudFront
  • Get an overview of Snowball 
  • Understand the concepts of Storage Gateway
Topics:
  • Traditional Storage
  • Need to Move to Cloud Storage
  • Traditional vs. Cloud Storage Cost
  • Cloud Storage
  • Different Storage Options Available on AWS
  • Simple Storage Service (S3) and Its Components
  • Working of S3
  • Difference Between S3, EBS and EFS
  • Bucket Policy
  • Access Control List(ACL)
  • Versioning
  • Cross-Region Replication (CRR) and Its Use Case
  • Amazon S3 Transfer Acceleration
  • Choice of Storage Classes on S3
  • Lifecycle Policy of S3 Bucket
  • CDN: CloudFront  and AWS Global Accelerator
  • Storage Gateways
Hands-On:
  • Hosting a Static Website on Amazon S3 
  • Versioning in AWS S3
  • Replicating data across regions
  • Transfer and retrieve data from Glacier through lifecycle policy
  • Direct Data Migration to Amazon S3 Glacier Vault via AWS CLI
  • Accessing a static website through CloudFront
  • File Share via AWS Storage Gateway
Goal: In this module, you will learn about the different Object Storage Services offered by AWS, identify when to use a specific service, how to store/transfer data using these services and optimize the storage cost. 
 
Objective: 
Upon completing this module, you should be able to:
  • Understand Traditional Storage
  • Work with Amazon S3
  • Know the benefits of using Amazon Glacier
  • Work with CloudFront
  • Get an overview of Snowball 
  • Understand the concepts of Storage Gateway
Topics:
  • Traditional Storage
  • Need to Move to Cloud Storage
  • Traditional vs. Cloud Storage Cost
  • Cloud Storage
  • Different Storage Options Available on AWS
  • Simple Storage Service (S3) and Its Components
  • Working of S3
  • Difference Between S3, EBS and EFS
  • Bucket Policy
  • Access Control List(ACL)
  • Versioning
  • Cross-Region Replication (CRR) and Its Use Case
  • Amazon S3 Transfer Acceleration
  • Choice of Storage Classes on S3
  • Lifecycle Policy of S3 Bucket
  • CDN: CloudFront  and AWS Global Accelerator
  • Storage Gateways
Hands-On:
  • Hosting a Static Website on Amazon S3 
  • Versioning in AWS S3
  • Replicating data across regions
  • Transfer and retrieve data from Glacier through lifecycle policy
  • Direct Data Migration to Amazon S3 Glacier Vault via AWS CLI
  • Accessing a static website through CloudFront
  • File Share via AWS Storage Gateway
Goal: In this module, you will learn about the different Object Storage Services offered by AWS, identify when to use a specific service, how to store/transfer data using these services and optimize the storage cost. 
 
Objective: 
Upon completing this module, you should be able to:
  • Understand Traditional Storage
  • Work with Amazon S3
  • Know the benefits of using Amazon Glacier
  • Work with CloudFront
  • Get an overview of Snowball 
  • Understand the concepts of Storage Gateway
Topics:
  • Traditional Storage
  • Need to Move to Cloud Storage
  • Traditional vs. Cloud Storage Cost
  • Cloud Storage
  • Different Storage Options Available on AWS
  • Simple Storage Service (S3) and Its Components
  • Working of S3
  • Difference Between S3, EBS and EFS
  • Bucket Policy
  • Access Control List(ACL)
  • Versioning
  • Cross-Region Replication (CRR) and Its Use Case
  • Amazon S3 Transfer Acceleration
  • Choice of Storage Classes on S3
  • Lifecycle Policy of S3 Bucket
  • CDN: CloudFront  and AWS Global Accelerator
  • Storage Gateways
Hands-On:
  • Hosting a Static Website on Amazon S3 
  • Versioning in AWS S3
  • Replicating data across regions
  • Transfer and retrieve data from Glacier through lifecycle policy
  • Direct Data Migration to Amazon S3 Glacier Vault via AWS CLI
  • Accessing a static website through CloudFront
  • File Share via AWS Storage Gateway
Goal: In this module, you will learn about the different Object Storage Services offered by AWS, identify when to use a specific service, how to store/transfer data using these services and optimize the storage cost. 
 
Objective: 
Upon completing this module, you should be able to:
  • Understand Traditional Storage
  • Work with Amazon S3
  • Know the benefits of using Amazon Glacier
  • Work with CloudFront
  • Get an overview of Snowball 
  • Understand the concepts of Storage Gateway
Topics:
  • Traditional Storage
  • Need to Move to Cloud Storage
  • Traditional vs. Cloud Storage Cost
  • Cloud Storage
  • Different Storage Options Available on AWS
  • Simple Storage Service (S3) and Its Components
  • Working of S3
  • Difference Between S3, EBS and EFS
  • Bucket Policy
  • Access Control List(ACL)
  • Versioning
  • Cross-Region Replication (CRR) and Its Use Case
  • Amazon S3 Transfer Acceleration
  • Choice of Storage Classes on S3
  • Lifecycle Policy of S3 Bucket
  • CDN: CloudFront  and AWS Global Accelerator
  • Storage Gateways
Hands-On:
  • Hosting a Static Website on Amazon S3 
  • Versioning in AWS S3
  • Replicating data across regions
  • Transfer and retrieve data from Glacier through lifecycle policy
  • Direct Data Migration to Amazon S3 Glacier Vault via AWS CLI
  • Accessing a static website through CloudFront
  • File Share via AWS Storage Gateway
Goal: In this module, you will learn about the different Object Storage Services offered by AWS, identify when to use a specific service, how to store/transfer data using these services and optimize the storage cost. 
 
Objective: 
Upon completing this module, you should be able to:
  • Understand Traditional Storage
  • Work with Amazon S3
  • Know the benefits of using Amazon Glacier
  • Work with CloudFront
  • Get an overview of Snowball 
  • Understand the concepts of Storage Gateway
Topics:
  • Traditional Storage
  • Need to Move to Cloud Storage
  • Traditional vs. Cloud Storage Cost
  • Cloud Storage
  • Different Storage Options Available on AWS
  • Simple Storage Service (S3) and Its Components
  • Working of S3
  • Difference Between S3, EBS and EFS
  • Bucket Policy
  • Access Control List(ACL)
  • Versioning
  • Cross-Region Replication (CRR) and Its Use Case
  • Amazon S3 Transfer Acceleration
  • Choice of Storage Classes on S3
  • Lifecycle Policy of S3 Bucket
  • CDN: CloudFront  and AWS Global Accelerator
  • Storage Gateways
Hands-On:
  • Hosting a Static Website on Amazon S3 
  • Versioning in AWS S3
  • Replicating data across regions
  • Transfer and retrieve data from Glacier through lifecycle policy
  • Direct Data Migration to Amazon S3 Glacier Vault via AWS CLI
  • Accessing a static website through CloudFront
  • File Share via AWS Storage Gateway
Goal: In this module, you will learn about the different Object Storage Services offered by AWS, identify when to use a specific service, how to store/transfer data using these services and optimize the storage cost. 
 
Objective: 
Upon completing this module, you should be able to:
  • Understand Traditional Storage
  • Work with Amazon S3
  • Know the benefits of using Amazon Glacier
  • Work with CloudFront
  • Get an overview of Snowball 
  • Understand the concepts of Storage Gateway
Topics:
  • Traditional Storage
  • Need to Move to Cloud Storage
  • Traditional vs. Cloud Storage Cost
  • Cloud Storage
  • Different Storage Options Available on AWS
  • Simple Storage Service (S3) and Its Components
  • Working of S3
  • Difference Between S3, EBS and EFS
  • Bucket Policy
  • Access Control List(ACL)
  • Versioning
  • Cross-Region Replication (CRR) and Its Use Case
  • Amazon S3 Transfer Acceleration
  • Choice of Storage Classes on S3
  • Lifecycle Policy of S3 Bucket
  • CDN: CloudFront  and AWS Global Accelerator
  • Storage Gateways
Hands-On:
  • Hosting a Static Website on Amazon S3 
  • Versioning in AWS S3
  • Replicating data across regions
  • Transfer and retrieve data from Glacier through lifecycle policy
  • Direct Data Migration to Amazon S3 Glacier Vault via AWS CLI
  • Accessing a static website through CloudFront
  • File Share via AWS Storage Gateway
Goal: In this module, you will learn about the different Object Storage Services offered by AWS, identify when to use a specific service, how to store/transfer data using these services and optimize the storage cost. 
 
Objective: 
Upon completing this module, you should be able to:
  • Understand Traditional Storage
  • Work with Amazon S3
  • Know the benefits of using Amazon Glacier
  • Work with CloudFront
  • Get an overview of Snowball 
  • Understand the concepts of Storage Gateway
Topics:
  • Traditional Storage
  • Need to Move to Cloud Storage
  • Traditional vs. Cloud Storage Cost
  • Cloud Storage
  • Different Storage Options Available on AWS
  • Simple Storage Service (S3) and Its Components
  • Working of S3
  • Difference Between S3, EBS and EFS
  • Bucket Policy
  • Access Control List(ACL)
  • Versioning
  • Cross-Region Replication (CRR) and Its Use Case
  • Amazon S3 Transfer Acceleration
  • Choice of Storage Classes on S3
  • Lifecycle Policy of S3 Bucket
  • CDN: CloudFront  and AWS Global Accelerator
  • Storage Gateways
Hands-On:
  • Hosting a Static Website on Amazon S3 
  • Versioning in AWS S3
  • Replicating data across regions
  • Transfer and retrieve data from Glacier through lifecycle policy
  • Direct Data Migration to Amazon S3 Glacier Vault via AWS CLI
  • Accessing a static website through CloudFront
  • File Share via AWS Storage Gateway
Goal: In this module, you will learn about the different Object Storage Services offered by AWS, identify when to use a specific service, how to store/transfer data using these services and optimize the storage cost. 
 
Objective: 
Upon completing this module, you should be able to:
  • Understand Traditional Storage
  • Work with Amazon S3
  • Know the benefits of using Amazon Glacier
  • Work with CloudFront
  • Get an overview of Snowball 
  • Understand the concepts of Storage Gateway
Topics:
  • Traditional Storage
  • Need to Move to Cloud Storage
  • Traditional vs. Cloud Storage Cost
  • Cloud Storage
  • Different Storage Options Available on AWS
  • Simple Storage Service (S3) and Its Components
  • Working of S3
  • Difference Between S3, EBS and EFS
  • Bucket Policy
  • Access Control List(ACL)
  • Versioning
  • Cross-Region Replication (CRR) and Its Use Case
  • Amazon S3 Transfer Acceleration
  • Choice of Storage Classes on S3
  • Lifecycle Policy of S3 Bucket
  • CDN: CloudFront  and AWS Global Accelerator
  • Storage Gateways
Hands-On:
  • Hosting a Static Website on Amazon S3 
  • Versioning in AWS S3
  • Replicating data across regions
  • Transfer and retrieve data from Glacier through lifecycle policy
  • Direct Data Migration to Amazon S3 Glacier Vault via AWS CLI
  • Accessing a static website through CloudFront
  • File Share via AWS Storage Gateway

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FAQ

Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry’s standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book

Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry’s standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book

Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry’s standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book

Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry’s standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book

Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry’s standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book

Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry’s standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book

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