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Introduction to Hadoop(HDFS and HBase)

HI, this blog on focusing on introduction to Hadoop Distributed File System and it’s architecture, Hadoop Base and it’s architecture..

Introduction to Classification along with prerequisites

I took Introduction to Artificial Intelligence class at my university given by Swati Ahirao ma’am. This blog covers prerequisites for classification, common terminologies used in classification, basics of classification, logistic regression, K-Nearest Neighbors(KNN) algorithm, Decision Tree algorithm, Various Ensemble Methods such as bagging, boosting and random forest and evaluation of the quality of a classification […]

Introduction to Regression along with prerequisites

I took Introduction to Artificial Intelligence class at my university given by Swati Ahirao ma’am. This blog covers per-requisites for regression, basics of Regression, gradient descent, ways of using categorical data in regression and regularization in regression.

Basics of Statistics and Data Analysis

This blog covers the basics of Statistics and data analysis required to understand Artificial Intelligence.

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What is Quantum Computing ?

I choose Quantum computing for my Literature review project in Smart materials, for which I had to read about 10 research papers along with a variety of blogs and resources

In this blog, I will be covering the basics of quantum mechanics and principles of quantum mechanics used in quantum computing, the basics of quantum computing and the principles of quantum computing, Qubits vs bits, Qubit gates and Qubit Circuits.

How to create an Organization in cloud and manage its cost

This blog focuses on creating Organizations in AWS Cloud and Managing cost within your organization. I will be covering the fundamentals of AWS Organizations, AWS Billing Dashboard, AWS Cost Explorer and AWS budgets.

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Fundamentals to manage, monitor and secure AWS Cloud

This blog focuses on maintaining and monitoring AWS applications to ensure they are operating at required utilization thresholds, and are protected from any external threats. I will be covering fundamentals of AWS CloudTrail, AWS Config, AWS Trusted Advisor, AWS CloudWatch, AWS Health Dashboards, AWS Identity and Access Management(IAM), AWS Web Application Firewall(WAF), AWS Firewall Manager […]

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Cloud Networking Fundamentals

I spent over a couple of weeks reading about Virtual Private Cloud(VPC), public and private subnets, Internet Gateway, Route tables, Network access control lists(NACLs), Security Groups, Nat Gateway, Bastion hosts, VPC peering, AWS Transit Gateway, VPN connections, AWS Direct connect, AWS Route 53 and AWS Cloud Front.

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Introduction to Cloud Databases

I spent over a couple of weeks reading about data, big data, database, Relational database, Non Relational database, Amazon Relational Database Service (RDS), Amazon Dynamo Database.

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Introduction to Cloud Storage

I spent over a couple of weeks reading about cloud storage, types of cloud storage, Block Storage( AWS EBS), Object Storage(AWS S3), different types of Objects Storage options, File Storage( AWS EFS) and disaster recovery using cloud storage.