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Analytics, Azure, Azure Machine Learning, Machine Learning, Microsoft Azure, ML
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The Evolution of Data Science and How It Transformed with Azure
- By Gurjot Brar
- June 2, 2021
History is not obvious in every case. It is composed by anybody with the will to record it and the discussion to disperse it. It is important to comprehend alternate points of view and the settings that made them. The development of the term Data Science is one of the decent examples.
Applied measurements had been vital during The Second World War, most strikingly in codebreaking yet additionally in military applications and more ordinary co-ordinations and segment examinations. After the conflict, the predominance of deterministic designing examination developed and drew the consideration of majority of public. There were numerous new advances in buyer products and transportation, particularly avionics and the space race, so measurements were not on the vast majority’s radar. Measurements were viewed as a field of math. The public thought a statistician was a mathematician, wearing a white sterile garment, utilized in a college arithmetic division, who was exploring with who-knows-what.
The History of Data Science
1950s and 1960s: Programming during the 1950s and 1960s was developing on a centralized computer behemoth. However, it was still basically restricted to Fortran, COBOL, and a digit of Algol. There were issues with applied analysts doing all their own programming. They would, in general, be less productive than software engineers and were at times unreliable.
1960s and 1970s: So, data science was also in existence in the 1960s and 1970s. But in those decades, data scientists were statisticians and mathematicians who helped with the manual gathering of precious data.
In the 1970s, PCs, or what we currently know them as computers, covered up in ensured specialties while the centralized server goliath dominated.
1980s and 1990s: Data Science was going through a period of explosive advancement. By the mid-1980s, the factual examination was not, at this point, considered the domain of professionals.
With the onset of 1990, technology went into overdrive. Bulletin Sheets Systems (BBSs) and Internet Hand-off Chat (IRC) developed into texting, online media, and writing for a blog. Google and other web indexes multiplied. Informational collections were huge. Big Data required extraordinary programming, as Hadoop used to store the enormous data was growing in volume and was quite unstructured.
2000: The 2000s brought more technology. Funding for exercises identified with data science and big data opened from an assortment of sources, particularly government agencies. Major colleges reacted by growing their projects to oblige the measures that would present to them the extra subsidizing. What had been called applied insights and writing computer programs were rebranded as data science and big data.
Doing data science today is undeniably more troublesome than it would be in the coming years. So, here is what Microsoft Azure has been providing to ease Information Researchers’ pains. The well-integrated tools Azure offered made data scientist more productive. Here is the list of some of Azure’s amazing services and tools designed to help data scientists.
- Data Science Virtual Machine
- Azure Machine Learning Studio
- Azure Cognitive Services
- Power BI Auto ML
- NET
- Azure Databricks
- Azure Machine Learning
- Azure Synapse Analytics
- Microsoft Machine Learning Server
- SQL Server Machine Learning Services
1.Data Science Virtual Machine
It is simply an Azure virtual machine with pre-installed data science tools.
You can develop ML arrangements in a pre-designed environment. Data Science Virtual Machine (DSVM) is a pre-introduced and pre-arranged arrangement of images for Windows or Linux virtual machines. DSVM incorporates the most famous data science instruments. Since it approaches the maximum capacity of Azure systems administration and versatility, DSVM can be an extraordinary climate in any event for data science teams.
Key Benefits:
- Included the most recent variants of all regularly utilized instruments and framework.
- A complete advancement climate for ML on the Azure platform
- Virtual machine choices incorporate adaptable GPU images.
- Reduced time to introduce, oversee, and investigate data science apparatuses and frameworks.
2.Azure Machine Learning Studio
Azure AI Studio (ML Studio) is a collective, intuitive visual workspace where you can assemble, test, and convey AI arrangements without expecting to compose code. It utilizes pre-constructed and pre-designed AI calculations and data dealing with modules. Business experts/analysts without R/Python data would be profitable with this tool.
Use ML Studio when you need to explore different avenues regarding AI models rapidly and effectively, and the underlying AI calculations are sufficient for your solutions. Azure AI Studio is a great help that can make individuals gainful quickly. The experiment you create looks like a graph, with inputs at the top and outputs (predictions) at the bottom.
Key Benefits:
- It is an interactive visual interface, having a built-in Jupyter Notebook for information exploration with a Direct arrangement of prepared models as web services that help in deploying models with built-in combinations with other Azure services.
- It is online only and provides a limited number of upheld data and yield connectors with Limited support for custom Python/R code.
3.Azure Cognitive Services
Azure cognitive services come with pre-built AI and ML models. It adds cleverly highlights to your apps. Azure Cognitive Services could be a capable capability that permits program designers (no machine learning information required) to utilize craftsmanship of machine learning (ML) models and coordinate with other applications by calling APIs or bringing in SDKs (software development kits).
Azure cognitive services let you make apps with powerful algorithms employing a few lines of code that can run on devices and platforms like iOS, Android, and Windows.
Key Benefits:
- Minimal development effort
- Easy integration via HTTP REST
- Built-in integrations with other Azure services
- Container support
- Azure Virtual Network for enhanced data security
4.Power BI Auto ML
It is an Auto Machine Learning element designed into Power BI to build ML models without any code. Using AutoML in Power BI, business analysts can build ML models without a strong background in machine learning.
Key Benefits:
- Use Power BI dataflows in loading data, transforming it, and building the models on top of it.
- Deploying models as services thru Azure ML
- For each prediction during training and explanations, get top predictors.
5.ML.NET
It is an open-source and cross-platform ML framework. You can create custom ML models using C# or F# without leaving the .NET ecosystem.
Key Benefits:
- Expose a model via an ASP.NET Core Web API
- AutoML functionality
- High performance
- Leverage TensorFlow or ONNX
- Integrate with Spark via .NET for Apache Spark (preview)
- Use ML.NET in Jupyter Notebooks (preview)
6.Azure Databricks
It is a Spark-based analytics platform. You can build and deploy models and data workflows here.
It provides a well-managed cloud platform built around Spark that helps in delivering an interactive workspace for exploration & visualization and fully managed Spark clusters. It also helps in the production of a pipeline schedular and provides a platform for powering your Spark-based applications.
With the help of additional libraries & services, it supports the complete machine learning cycle.
Key Benefits:
- Delta Lake support.
- Seamless integration with MLflow & Azure ML.
- The most mature development environment for ML on the Azure platform.
- Integrated with other Azure services (e.g., Azure Data Factory, Azure Key Vault).
7.Azure Machine Learning
It is a managed cloud service for ML. You can train, deploy, and manage models in Azure. Azure Machine Learning (Azure ML) provides you with a cloud-based environment to develop, train, test, deploy, manage, and track machine learning models. It supports open-source technologies so that you can use Python open-source packages with machine learning components.
You can start training on your local machine and then scale out to the cloud. With the availability of computing targets and with advanced hyperparameter tuning services, you can build better models faster by using the power of the cloud.
Key Benefits:
- Integration with Azure DevOps.
- Native integration with Azure Synapse Analytics.
- Run model training scripts locally (offline), and then scale out to the cloud.
- Central management of scripts and run history.
- Management and deployment of models to the cloud or edge devices.
8.Azure Synapse Analytics
It is a limitless analytics service bringing in enterprise data warehousing and Big Data analytics together. You can query, develop reports and dashboards, use notebooks, build pipelines, and create ML models.
At a higher level, Azure Synapse Analytics can help with:
- Modeling
- Model deployment and scoring
- Data acquisition and understanding
You can enrich data in the Spark tables with automated machine learning models. Moreover, you can select a Spark table in the workspace and use the table to train the dataset for building ML learning models through a code-free experience.
Key Benefits:
- Unified platform for various personas and different workloads.
- Native integration with Azure Machine Learning and Azure Cognitive Services.
9.Microsoft Machine Learning Server
It is a cross-platform standalone server for predictive analysis that helps you to build and deploy models written in R or Python.
Microsoft R Server was released in 2017 with the new name of Microsoft Machine Learning Server. Microsoft Machine Learning Server is a flexible data for analyzing data at scale, building intelligent apps, and discovering insights. It includes a set of Python packages, interpreters, R packages, and infrastructure to develop and deploy distributed Python and R-based machine learning solutions on a variety of platforms across on-premises and the cloud.
Key Benefits:
- It is built on a legacy of Microsoft R Server and Revolution R Enterprise.
- Offers advanced security options.
- You can deploy R and Python models as web services.
10.SQL server Machine Learning Services
It is a built-in SQL Server feature to support machine learning that executes Python and R scripts with relational data.
Key Benefits:
- Runs scripts where data resides and eliminates the transfer of the data across the network to another server.
- Encapsulates predictive logic as a library or in a database function.
- Uses base distributions of Python, R, and Java (extensibility framework).
Conclusion
The Azure Machine learning portfolio is expanding rapidly, adding more data engineering capabilities to help data scientists and developers. Microsoft is taking several steps to encourage BI professionals, DBAs, developers, and amateur data scientists in leveraging Azure ML to build applications. The company has even launched Microsoft Azure for Research award Program that offers research grants to students and seasoned researchers working with Azure ML.
WRITTEN BY Gurjot Brar
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Dec 15, 2022
AI/ML, Azure, Cloud Computing
Enhance the Applications That Uses AI/ML Using Azure Cognitive
By Shyam Modi
Dec 15, 2022
Cloud Computing, DevOps
Overview of GitLab Runner and Guide to Perform CI/CD
By Swapnil Kumbar
Dec 15, 2022
Cloud Computing, DevOps, Kubernetes
Run Serverless Workloads on Kubernetes Using knative
By Dharshan Kumar K S
Dec 15, 2022
AWS, Cloud Computing
Leveraging Intelligent Tiering with Amazon S3
By Mohammad Zubair Saifi
Dec 15, 2022
AWS, Cloud Computing
Enable Time-Bound Access to Images Using Amazon S3
By Shaikh Mohammed Fariyaj Najam
Dec 15, 2022
Cloud Migration
What prompted so many diverse industries to transition to
By Bhavesh Goswami
Dec 14, 2022
Corporate Training
How can Power BI certification boost your team’s productivity?
By Sushma Uday Kamat
Dec 13, 2022
Corporate Training
Driving Power BI (Business Intelligence) Adoption in your Organization
By Sushma Uday Kamat
Dec 13, 2022
AWS, Cloud Computing
Step-by-Step Guide to enable Amazon S3-Versioning for Data Backup
By Ayush Agarwal
Dec 8, 2022
AWS, Azure, Cloud Computing
IT Staff Augmentation Challenges and How to Solve Them
By Anusha Shanbhag
Dec 7, 2022
Corporate Training
How to Bridge Performance Gaps with Corporate Training?
By Nawal Gazala
Dec 7, 2022
Google Cloud (GCP)
How to become a certified Professional Cloud Database Engineer?
By Kavyashree K
Dec 6, 2022
Google Cloud (GCP)
A Step-by-Step Guide to becoming a GCP Professional Cloud
By Adeeba Mueen
Dec 6, 2022
Google Cloud (GCP)
How to Ace the Google Cloud Digital Leader Certification?
By Adeeba Mueen
Dec 5, 2022
AWS, Cloud Computing
AWS re:Invent 2022 New Database Release - Amazon RDS
By Aishwarya Joshi
Dec 2, 2022
3D Rendering, Apps Development, AWS
What’s New at AWS? Live From re:Invent 2022 –
By Saritha Nagaraju
Dec 1, 2022
AWS, Cloud Computing, IoT
What's New at AWS? Live From re:Invent 2022 -
By Prarthit Mehta
Nov 29, 2022
AWS, Cloud Computing, IoT
What's New at AWS? Live From re:Invent 2022 -
By Prarthit Mehta
Nov 28, 2022
Cloud Computing, DevOps, Google Cloud (GCP)
10 Easy Steps to Migrate Workload to a New
By Shivani Gandhi
Nov 28, 2022
Azure, Cloud Computing
Microsoft Entra- A New Approach for Identity and Access
By Pranav Awasthi
Nov 28, 2022
AWS, Cloud Computing
Detailed Guide for Hosting a WordPress Website on AWS
By Guru Bhajan Singh
Nov 28, 2022
AWS, Azure, Cloud Computing
Enhance your IT Manpower Goals with IT Staff Augmentation
By Anusha Shanbhag
Nov 28, 2022
Azure, Cloud Computing
Fix a faulty Virtual Machine Using Nested Virtualization in
By H S Yashas Gowda
Nov 28, 2022
AI/ML, AWS, Cloud Computing
Create IoT Custom Job using AWS IoT Device Management
By Vasanth Kumar R
Nov 28, 2022
Apps Development, AWS, Cloud Computing
Verify the User and Login using AWS Cognito with
By Mayur Patel
Nov 28, 2022
Cloud Migration
5 Cloud Consulting Services that Can Boost Your Organization’s
By CloudThat
Nov 28, 2022
AWS, Cloud Computing
Increase the Productivity of Data Science Projects by Using
By Mohmmad Shahnawaz Ahangar
Nov 22, 2022
News and Events
CloudThat conducted a Student-Focused 'Security Hackathon'
By Himisha Raval
Nov 20, 2022
News and Events
How is Cloud-Based Digital Transformation Impacting IT Service Providers?
By Himisha Raval
Nov 17, 2022
AWS, Cloud Computing
Migrating Data from AWS Aurora to Delta Lake: Databricks
By Sai Pratheek
Nov 15, 2022
AWS, Cloud Computing
Serverless Migration of Data Using DynamoDB Import from S3
By Anusha
Nov 15, 2022
AWS, Azure, Google Cloud (GCP)
Storage Options in Cloud: Block, File, and Object Storage
By Daneshwari Mathapati
Nov 15, 2022
Cloud Computing, Data Analytics
Polar: The Fastest DataFrame Library for Performance and Memory
By Mohmmad Shahnawaz Ahangar
Nov 15, 2022
AI/ML, AWS, Cloud Computing
Step-by-Step Guide on Creating Voice Bot Using Amazon Lex
By Lakshmi P Vardhini
Nov 15, 2022
AWS, Cloud Computing
Data Pre-Processing Using SageMaker Data Wrangler – Part 1
By Arslan Eqbal
Nov 15, 2022
AI/ML, AWS, Cloud Computing
Building Conversational AI using AWS Lex
By Bineet Singh Kushwah
Nov 15, 2022
AWS, Cloud Computing
Managing Running Instances Made Easier with AWS Lambda
By Sandeep Cheruku
Nov 15, 2022
AI/ML, AWS, Cloud Computing
Convert Text-to-Speech Easily Using Amazon Polly
By Suresh Kumar Reddy
Nov 15, 2022
AI/ML, AWS, Cloud Computing
Organize and Process IoT Data Quickly Using AWS IoT
By Vasanth Kumar R
Nov 15, 2022
AI/ML, AWS, Cloud Computing
Simple IoT Alert Notification Using AWS IoT Rule and
By Vasanth Kumar R
Nov 15, 2022
AWS, Cloud Computing
Data Preparation and Manipulation Using AWS Glue
By Modi Shubham Rajeshbhai
Nov 15, 2022
AWS, Cloud Computing
Extract Data from an Image Using AWS Textract
By Modi Shubham Rajeshbhai
Nov 15, 2022
AWS
AWS Athena: Serverless, Interactive Data Manipulation Service by Amazon
By Kashyap Nitinbhai Shani
Nov 15, 2022
AWS, Cloud Computing
Leverage Machine Learning Tool - AWS DataBrew to Enhance
By Bineet Singh Kushwah
Nov 15, 2022
Cloud Computing, Data Analytics
Spark DataFrames for Machine Learning Applications – Part 2
By Mohmmad Shahnawaz Ahangar
Nov 15, 2022
Cloud Computing, Google Cloud (GCP)
Storage Options in Google Cloud
By Daneshwari Mathapati
Nov 15, 2022
AI/ML, Cloud Computing, Data Analytics
Implementing Dropout Regularization for Neural Networks in Deep Learning
By Shubham Dubey
Nov 15, 2022
Data Analytics, Power Platforms
5 Essential Features of Power BI for better Dashboards
By Sandeep Cheruku
Nov 15, 2022
Azure, Cloud Computing, Microsoft 365
Improve Customer Service using Microsoft Dynamics 365
By Dadi RajKumar
Nov 15, 2022
AI, AI/ML, AWS
Easily Collect, Transform, and Transfer Vehicle Data to Cloud
By Vasanth Kumar R
Nov 15, 2022
AWS, Cloud Computing
Detailed Guide for AWS Security Specialty Certification Exam
By Rishi Raj
Nov 15, 2022
AWS, Azure, Cloud Computing
Serverless Container Service comparison on top three Cloud Platforms
By Chamarthi Lavanya
Nov 15, 2022
AWS, Cyber Security
Kubernetes Security: Top Open-Source Tools in 2022 - Part
By Shivani Gandhi
Nov 15, 2022
Improving Learning Retention at Work: 5 Strategies Businesses Must
By CloudThat
Nov 15, 2022
AWS, Cloud Computing, DevOps
A Guide to Setup Kubernetes Dashboard on Amazon EKS
By Shivani Gandhi
Nov 15, 2022
Cloud Computing, DevOps
Introduction to Kubernetes on vSphere (Part 1)
By Navneet Nirmal Toppo
Nov 14, 2022
AWS, Cloud Computing
Data Pre-Processing using SageMaker Data Wrangler – Part 2
By Arslan Eqbal
Nov 11, 2022
AWS, Cloud Computing
Easily Ingest Data using Open-Source Data Ingestion Tool: AWS
By Suraj Srinivas
Nov 9, 2022
Google Cloud (GCP)
How to ace the Associate Cloud Engineer Certification in
By Kavyashree K
Oct 28, 2022
AWS, Cloud Computing
Data Lake Solution for Live Streaming Text & Audio
By Bhavesh Goswami
Oct 9, 2022
What are the Latest Updates on Cloud Application Delivery
By CloudThat
Oct 9, 2022
AWS, Cloud Computing
Derive the Data Swiftly by Querying using Amazon Athena
By Lakshmi P Vardhini
Oct 3, 2022
Case Study
An Educational Technology Enabler for Schools Automates 1000+ User
By Himisha Raval
Sep 30, 2022
AWS, Cloud Computing
Beginner’s Guide on AWS (Amazon Web Services) S3 Storage
By Niti Aggarwal
Sep 29, 2022
Case Study
CloudThat Helps Deloitte India Employees Get Project Ready with
By Himisha Raval
Sep 28, 2022
Case Study
Accenture Upskills Employees on GCP with CloudThat to Improve
By Himisha Raval
Sep 28, 2022
Case Study
CloudThat Helps Accenture in Building a Robust DevOps-Ready Workforce
By Himisha Raval
Sep 28, 2022
AI/ML
AWS IoT Analytics: Empowering Businesses with Advanced Managed Service
By Vasanth Kumar R
Sep 27, 2022
AWS, Cloud Computing, Docker
Implementation of Microservices with Spring Boot on AWS and
By Bhavesh Goswami
Sep 27, 2022
Azure, Cloud Computing
Detailed Guide to Mount Azure Blob on Windows Machine
By Shivang Singh
Sep 25, 2022
Cloud Computing
Preparation Guide for AWS SysOps Administrator: Associate Exam
By Bhavesh Goswami
Sep 24, 2022
AWS, Cloud Computing
Step-by-Step Guide to move Amazon RDS Database Instance from
By Nitin Taneja
Sep 23, 2022
AWS, Cloud Computing, DevOps
Top 5 AWS Developer Tools You Should Know for
By Nitin Taneja
Sep 23, 2022
AWS, Cloud Computing, DevOps
Containerized Application Deployment made easy with AWS Copilot (Part-I)
By Saritha Nagaraju
Sep 23, 2022
AWS, Cloud Computing, Google Cloud (GCP)
Overview of Migrating an Instance from GCP or On-Premises
By Mayank Bharawa
Sep 22, 2022
AWS
Detailed Guide to Provision AWS Network Firewall using Terraform
By Karthik Kumar P V
Sep 22, 2022
AWS, Cloud Computing
Overview of AWS Lambda Layers: Step-by-Step Guide to build
By Ganesh Raj
Sep 22, 2022
AWS, Cloud Computing
NEW SERVICE ALERT: AWS Billing Conductor to monitor and
By Vaishali Bhawsar
Sep 13, 2022
AWS, Cloud Computing, DevOps
Step-by-Step Guide to Integrate Ansible Dynamic Inventory Plugin for
By Vineet Negi
Sep 13, 2022
AWS, Cloud Computing
Automated Deployment of Applications on AWS EKS Using CI/CD
By Bhavesh Goswami
Sep 12, 2022
AWS, Cloud Computing
Automated On-prem Active Directory User Creation using AWS Services
By Bhavesh Goswami
Sep 12, 2022
AWS, Cloud Computing, Metaverse
Metaverse for Cloud Training with AWS Cloud Quest Game
By Saniya Naz
Sep 6, 2022
Cloud Computing, Cyber Security
How to Mitigate Cyber Security Threats in the Quantum
By Rajesh KVN
Sep 6, 2022
Corporate Training
How to Upskill Your Employees Through Experiential Learning
By CloudThat
Sep 6, 2022
AWS, AWS Data Life Cycle Management, Cloud Computing
Data Lifecycle Management on AWS
By Keerthish N
Sep 5, 2022
Case Study
First Indian Self-Driving Car Rental Company Refines AWS DevOps
By Garima Pandey
Sep 1, 2022
AWS, Cloud Computing
An Introduction to Azure Automation Account with a Usecase
By CloudThat
Sep 1, 2022
Azure, Cloud Computing
An Introduction to Azure Automation Account with a Usecase
By CloudThat
Sep 1, 2022
AWS, Big Data, Cloud Computing
Get Started with Amazon EMR Serverless for Big Data
By Bhanu Prakash K
Aug 30, 2022
AWS, Cloud Computing, DevOps
Introduction to PostgreSQL and PostgreSQL CTE, Upsert
By Imraan Pattan
Aug 30, 2022
AWS, Cloud Computing, Data Analytics
Top 5 AWS Data Analytics Services to Master in
By Daneshwari Mathapati
Aug 30, 2022
AWS, Cyber Security
Top 7 Key AWS Cloud Security Solutions and Strategies
By Shivang Singh
Aug 30, 2022
AWS, Cyber Security
7 Easy Must-Do Things That Prevent Attackers from Hacking
By Shivang Singh
Aug 30, 2022
AWS, Cloud Computing, Data Analytics
Top 5 AWS Data Analytics Services to Master in
By Daneshwari Mathapati
Aug 30, 2022
AWS, Cloud Computing
A Beginner’s Guide to Create AWS Snapshots for Amazon
By Daneshwari Mathapati
Aug 30, 2022
AWS, Cloud Computing, DevOps
Why you should STOP using MySQL and START using
By Imraan Pattan
Aug 30, 2022
AWS, Cloud Computing
Get Started with Amazon EMR Serverless for Big Data
By Cherukula Bhanu Prakash Reddy
Aug 30, 2022
News and Events
Employee Upskilling: Panacea to Successful Cloud Adoption
By Garima Pandey
Aug 29, 2022
AWS, Cloud Computing
Easy Steps to Build Highly Available WordPress with Amazon
By Ankith Pokala
Aug 23, 2022
AWS, Cloud Computing, wordpress
Easy Steps to Build Highly Available WordPress with Amazon
By Ankith Pokala
Aug 23, 2022
AWS, Cloud Computing, Kubernetes
Detailed Guide to Securely Manage Secrets for Kubernetes Using
By Karthik Kumar P V
Aug 22, 2022
AWS, Cloud Computing, Cyber Security
Overview of AWS EKS Security Best Practices
By Rahul Kumar Sharma
Aug 22, 2022
AWS, Cloud Computing
Achieve 25% Better Compute Performance with AWS Graviton Processor
By Rahul Kumar Sharma
Aug 22, 2022
AWS, Cloud Computing, Cyber Security
Overview of AWS EKS Security Best Practices
By Rahul Kumar Sharma
Aug 22, 2022
AWS, Cloud Computing
Achieve 25% Better Compute Performance with AWS Graviton Processor
By Rahul Kumar Sharma
Aug 22, 2022
AWS, Azure, Cloud Computing
What is Multi-Cloud? | An Overview of Multi-Cloud Computing
By Swaraj Sirsat
Aug 17, 2022
AWS, Cloud Computing
Beginner's Guide to Git: The Ultimate Version Control System
By Sonam Kumari
Aug 9, 2022
Cloud Computing, Data Analytics
Detailed Guide to Accelerate Data Analytics Engine with Apache
By Mohmmad Shahnawaz Ahangar
Aug 9, 2022
AWS, Cloud Computing, Cyber Security
Security Practices for Designing AWS Multi-Tenant SaaS Environment
By Sindhu H
Aug 9, 2022
Cloud Computing, Data Analytics
Detailed Guide to Accelerate Data Analytics Engine with Apache
By Mohmmad Shahnawaz Ahangar
Aug 9, 2022
AWS, Cloud Computing, Cyber Security
Security Practices for Designing AWS Multi-Tenant SaaS Environment
By Sindhu H
Aug 9, 2022
Cloud Computing, Cyber Security, DevOps
Guide to Container Security – Everything You Need to
By Pranav Awasthi
Aug 2, 2022
AWS, Cloud Computing
Simplify Digital Twins Construction with AWS IoT TwinMaker
By Vasanth Kumar R
Aug 2, 2022
AWS, Cloud Computing
Simplify Digital Twins Construction with AWS IoT TwinMaker
By Vasanth Kumar R
Aug 2, 2022
AI/ML, AWS, Cloud Computing
Top Amazon AI Specialized Services: Machine Learning, Artificial Intelligence,
By Shubham Dubey
Aug 2, 2022
AI/ML, AWS, Cloud Computing
Top Amazon AI Specialized Services: Machine Learning, Artificial Intelligence,
By Shubham Dubey
Aug 2, 2022
Cloud Computing, Cyber Security, DevOps
Guide to Container Security – Everything You Need to
By Pranav Awasthi
Aug 2, 2022
AWS, Azure, Cloud Computing
Top 5 Benefits of Upskilling and Reskilling Your Employees
By CloudThat
Aug 1, 2022
Cloud Computing, Cloud security, Cyber Security
How to Secure Electronic Health Data on Cloud?
By Rashmi D
Aug 1, 2022
Cloud Computing, Microsoft Azure
Tips to Crack Exam SC-400: Microsoft Information Protection Administrator
By Rajesh KVN
Aug 1, 2022
AWS, Cloud Computing
Amazon Cognito: Learn about User Pool and Identity Pool
By Ankith Pokala
Jul 26, 2022
AWS, Cloud Computing
Achieve Continuous Improvement of Multiple Accounts with AWS Control
By CloudThat
Jul 25, 2022
AWS, Cloud Computing, DevOps
Improving Developer Productivity: GitHub Monorepo Integration with AWS Code
By Sindhu H
Jul 25, 2022
Cloud Computing
Top 5 Reasons Why Companies Must Conduct Internal Hackathons
By CloudThat
Jul 22, 2022
AWS, Cloud Computing
Easy and Secure File Transfer with AWS Transfer Family
By Vaishali Bhawsar
Jul 20, 2022
AWS, Cloud Computing
Improve Operational Excellence with AWS Personal Health Dashboard
By Vaishali Bhawsar
Jul 20, 2022
AWS, Cloud Computing
PyScript: The Evolution of Python from Backend to Frontend
By Imraan Pattan
Jul 20, 2022
Cloud Computing
How Employee Upskilling Can Help Overcome Cloud Adoption Challenges
By CloudThat
Jul 18, 2022
Cloud Computing
Netflix Partners with Microsoft for its New Ad-based Subscription
By CloudThat
Jul 15, 2022
Cloud Computing, Industry Stories
Debunking 3 Common Myths for Delaying Cloud Migration
By CloudThat
Jul 13, 2022
Cloud Computing, Industry Stories
Automation Race Makes Indian Enterprises No.1 in Bot Adoption
By CloudThat
Jul 12, 2022
AWS, Cloud Computing
Increase Viewership for your Applications with Web Push Notifications
By Satyam Dhote
Jul 11, 2022
AWS, Cloud Computing
Introducing Amazon MSK to Streamline Data flow in Real-Time
By Arslan Eqbal
Jul 11, 2022
AI/ML, AWS, Cloud Computing
Customize Language Translation with Machine Learning Tool: Amazon Translate-
By Sanket Gaikwad
Jul 11, 2022
AWS, Cloud Computing
Detailed Guide to Achieve Increased Visibility of AWS EKS
By Saritha Nagaraju
Jul 11, 2022
Cloud Computing
CloudThat Declared Finalist in Microsoft Partner of Year Awards-2022
By CloudThat
Jul 11, 2022
Cloud Computing
Cloud Technology is Ubiquitous: Insurance Sector is No Exception
By CloudThat
Jul 11, 2022
AWS, Cloud Computing, Cyber Security
10 Best Practices of Kubernetes Security & Risk Management
By Shivani Gandhi
Jul 6, 2022
AI/ML, AWS, Cloud Computing
Collaboration of Hugging Face & AWS SageMaker Brings Revolution
By Shubham Dubey
Jun 30, 2022
AI, AWS, Cloud Computing
AI-Enabled Customer Segmentation using Amazon SageMaker
By Arihant Bengani
Jun 27, 2022
Azure, Cloud Computing
Best 3 Architectural Approaches to Deploy WordPress Application on
By CloudThat
Jun 24, 2022
AWS, Cloud Computing
Automated Security Service - AWS Inspector | Improve the
By Aishwarya Joshi
Jun 23, 2022
AWS, Cloud Computing
An Introduction to AWS Centralized logging, Architecture, and Pricing
By Aishwarya Joshi
Jun 22, 2022
AWS, Cloud Computing
Definitive Guide for Achieving AWS Well-Architected Review (WAR) Competency
By Anusha Shanbhag
Jun 21, 2022
Cloud Computing, Cloud security, Cyber Security
Trust Neither a Zero Nor a One! Zero Trust
By Komal Singh
Jun 20, 2022
AWS, Cloud Computing
Solving OTT Workflow Challenges with AWS Media Services
By Prarthit Mehta
Jun 17, 2022
AWS, Cloud Computing
13 Easy Steps for Syncing Data from On-Premises To
By Shaik Munwar Basha
Jun 17, 2022
Uncategorized
Internet Explorer Handover ‘Family-Head’ Role to Microsoft Edge After
By Ravichandra M
Jun 16, 2022
Cloud Computing, DevOps
7 Popular Opensource Tools for DevOps Practitioners & Their
By Chandani Maheshwari
Jun 16, 2022
Cloud Computing, DevOps
Containerization: Introduction, Use cases, and Workflow Explained
By CloudThat
Jun 14, 2022
AWS, Cloud Computing, Data Analytics
Databricks Data Lakehouse: Migrating Data from AWS Aurora to
By Sai Pratheek
Jun 13, 2022
Azure, Cloud Computing
Leveraging Azure Stack To Run Azure Services On Your
By Rahul Kumar Sharma
Jun 8, 2022
Cloud Computing, DevOps
Containerization: Leverage Docker Containers, Network, and Storage for DevOps
By Ullas Vardhan Chaturvedi
Jun 8, 2022
Cloud Computing, Data Analytics
Databricks Data Lakehouse: Powerful Storage Platform for BI and
By Sai Pratheek
Jun 8, 2022
Azure, Cloud Computing
Azure Managed Instance For Apache Cassandra - Part 2
By Saritha Nagaraju
Jun 6, 2022
AWS, Cloud Computing
Laravel Framework Setup On AWS Server And Other Essential
By Guru Bhajan Singh
Jun 6, 2022
AWS, Cloud Computing
Simplify Cloud Data Migration with AWS DataSync – Amazon’s
By Akshay Mishra
Jun 6, 2022
AWS, Cloud Computing
Explore Security, Identity, Logging Services On AWS And Their
By Md Shahid Afridi P
May 31, 2022
AWS, Cloud Computing, Cyber Security
Configuring SIEM Using Amazon OpenSearch Service
By Anil Reddy
May 30, 2022
Cloud Computing, Cloud Native Application Development
An Ultimate Guide on Browser Fundamentals| Rendering Engine
By Rahul Kumar Jha
May 27, 2022
AWS, Cloud Computing, Kubernetes
Deploying A WordPress Application In Kubernetes Cluster Using Kubeadm
By Karthik Kumar P V
May 26, 2022
Cloud Computing, Cloud security, Cyber Security
Types of Phishing Attacks and Tips to Detect Them
By Rajesh KVN
May 26, 2022
Cloud Computing, Cloud Native Application Development
Internet Technologies Acting as Foundation to Cloud-Native Application Development
By Rahul Kumar Jha
May 24, 2022
Azure, Cloud Computing, Containerization
A Simple Guide for Containerization of ASP.NET E-Commerce Application
By Anees A
May 20, 2022
Azure, Cloud Computing
Quantum Computing as a Service (QCaaS): Azure Quantum- Taking
By Ismayil Siyad
May 16, 2022
AWS, Cloud Computing, DevOps
The Road to AWS DevOps Competency Partnership Program
By Prarthit Mehta
May 16, 2022
AWS, Cloud Computing
AWS Media Services: Build a Scalable Media Platform in
By Nidhin Manjaly
May 16, 2022
AWS, Cloud Computing
Introducing AWS Network Firewall: Step-By-Step Guide To Provisioning AWS
By Karthik Kumar P V
May 16, 2022
AWS, AWS Amplify, Cloud Computing
AWS Amplify: Automate Your Deployments
By Mithilesh Dilip Tarkar
May 16, 2022
Azure, Cloud Computing
Manage Your Azure Resources Efficiently With Virtual Machine Automation
By Mayank Bharawa
May 13, 2022
AWS, Cloud Computing
Translate Text to Different Languages using Amazon Translate- Part
By Sanket Gaikwad
May 13, 2022
AWS, Azure, Cloud Computing
Disaster Recovery in Cloud Computing: Here’s Everything You Need
By Prarthit Mehta
May 11, 2022
Azure, Cloud Computing, Power Platforms
Exam DP-500: Designing and Implementing Enterprise Scale Analytics Solutions
By Ravichandra M
May 10, 2022
AI/ML, AWS, Cloud Computing
Leveraging AWS Kinesis Video Streams for Real-time Audio and
By Vasanth Kumar R
May 9, 2022
Azure, Cloud Computing, DevOps
Maintaining GIT projects using Azure Repos
By Akshay Mishra
May 9, 2022
Cloud Computing, Cyber Security
Introduction to Kubernetes Security with Digital Forensic Incident Response
By Shivani Gandhi
May 9, 2022
Cloud Computing, Google Cloud (GCP)
GCP Text-to-Speech APIs Calling from AWS Lambda (Python)
By Shaik Munwar Basha
May 9, 2022
AI/ML, Cloud Computing
Insights On The Future Of Machine Learning, Data, And
By Anusha Shanbhag
May 9, 2022
Azure, Cloud Computing, Microsoft 365
Explore Exam MS-220:Troubleshooting Microsoft Exchange Online (Beta)
By Rajesh KVN
May 6, 2022
AWS, Cloud Computing
Simplifying Your AWS Network Architecture with Transit Gateway
By Mahek Tamboli
May 5, 2022
Azure
Protect Your Cloud Workloads With Azure Firewall Service Configuration
By Vishal Kalwapalli
May 4, 2022
Cloud Computing, Cloud security, Cyber Security
Top 5 Threats to Electronic Health Data on Cloud
By Sweta Kulkarni
May 3, 2022
Cloud Computing, Power Platforms
Exam Study Guide to crack PL 500 Microsoft Power
By Raji P
May 2, 2022
AI/ML, AWS, Cloud Computing
Data Analytics Made Easier with Amazon Timestream Database
By Vasanth Kumar R
May 2, 2022
Azure, Cloud Computing
Exploring Azure Service Endpoints Features And Functionalities
By Vishal Kalwapalli
May 2, 2022
AWS, Cloud Computing
SUSTAINABILITY: The Sixth Pillar Of AWS Well-Architected Framework
By Dharshan Kumar K S
Apr 27, 2022
AWS, Cloud Computing
Experiment Real-World Application Failure With AWS Fault Injection Simulator
By Deepak Surendran
Apr 26, 2022
Azure, Cloud Computing
Build A Custom Model Using Azure Form Recognizer-Part 2
By Daneshwari Mathapati
Apr 26, 2022
AWS, Cloud Computing
Detailed Guide to Amazon Relational Database Service (RDS) Database
By Rishi Raj
Apr 22, 2022
AWS, Cloud Computing
Improve Your Network Security Posture With Amazon VPC Network
By Rahul Kumar Sharma
Apr 22, 2022
AWS, Cloud Computing
Understanding The Basic Components Of Laravel Framework – Part
By Guru Bhajan Singh
Apr 22, 2022
AI/ML, AWS, Cloud Computing
Cloud Data Security Service AWS Macie by Amazon: Introduction,
By Rishi Raj
Apr 21, 2022
AWS, Cloud Computing
Introduction to AMAZON ELASTIC FILE SYSTEM: Step by Step
By Suresh Kumar Reddy
Apr 18, 2022
AWS, Azure, Cloud Computing
Introducing AWS Single Sign-On: Step-by-Step Guide for Integration with
By Sridhar Immanni
Apr 18, 2022
AWS, Cloud Computing
Overview of AWS Data Transfer: Cost Optimization, Online and
By Rahul Kumar Sharma
Apr 18, 2022
AI/ML, AWS, Cloud Computing
Introducing AWS Textract: Amazon's Data Extraction And Text Recognition
By Shaik Munwar Basha
Apr 18, 2022
AWS, Cloud Computing
Readable Standby Instances In Multi-AZ Deployments By Amazon RDS
By Aishwarya Joshi
Apr 16, 2022
Azure, Cloud Computing
Continuous Integration to Automate Terraform Modules With GitHub Actions
By Rekha S
Apr 11, 2022
AWS, Cloud Computing
AWS Multi-site Active/Active Part IV: Disaster Recovery (DR)
By Prarthit Mehta
Apr 11, 2022
AI/ML, AWS
Leverage AWS Machine Learning Services for Credit Risk Analytics
By Bineet Singh Kushwah
Apr 11, 2022
AWS, Cloud Computing
Introduction to Boto3 and AWS Credentials Setup on Windows
By Sonam Kumari
Apr 11, 2022
Cloud Computing
Green Cloud Computing and Sustainability - Make your Contribution
By Ravichandra M
Apr 7, 2022
AWS, Cloud security, Microsoft Azure
Cloud Computing Security and Challenges
By Kavyashree K
Apr 6, 2022
AWS, Cloud Computing
Protect your Data with AWS Secrets Manager: Step-by-Step Guide
By Cherukula Bhanu Prakash Reddy
Apr 5, 2022
DevOps, Docker
Explore Docker Fundamentals, Use Cases, And Docker Commands
By Imraan Pattan
Apr 5, 2022
Cloud Computing
AZ 720 Study Guide: Troubleshooting Microsoft Azure Connectivity
By Guru Prasad
Apr 3, 2022
Cloud Computing
Autistic Spectrum Disorder in a Technologically Savvy World
By Ananya Pandey
Apr 1, 2022
AWS, Cloud Computing
Achieve Hybrid Cloud Consistency With AWS Outposts: Run AWS
By CloudThat
Mar 30, 2022
AWS, Cloud Computing
Introducing AWS Storage Gateway: A Hybrid Cloud Storage Solution
By Sridhar Immanni
Mar 29, 2022
AI/ML, AWS, Cloud Computing
An Overview of Amazon Machine Learning & Artificial Intelligence
By Shubham Dubey
Mar 29, 2022
AWS, Cloud Computing
Introducing AWS ElastiCache – A Fully Managed Caching Service
By Ijaz Haider
Mar 24, 2022
Cloud Computing
Simplify Managing Application State with Javascript Library REACT-REDUX
By Satyam Dhote
Mar 22, 2022
AWS, Cloud Computing
Web Application Development Made Easy And Productive With Laravel
By Guru Bhajan Singh
Mar 22, 2022
Cloud Computing
Login to Azure VMs using Azure Active Directory Credentials
By Mayank Bharawa
Mar 22, 2022
AWS, Cloud Computing
Personalize Virtual Viewing Experience with AWS Elemental Link
By Nidhin Manjaly
Mar 22, 2022
AI/ML, Azure, Azure Machine Learning
Automate Report Extraction with Microsoft Azure Cognitive Service: Form
By Daneshwari Mathapati
Mar 21, 2022
Cloud Computing
Scalable, Cost-Effective Cloud Disaster Recovery with AWS DRS (Elastic
By Akshay Mishra
Mar 20, 2022
AWS, Cloud Computing
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Satyam Bilandi
Jun 19, 2021
Great work mam
Jignesh Kalal
Jun 18, 2021
Really nice explained the Data science evolution and Morden Azure cloud computing for Data science.
B K Sushravya
Jun 18, 2021
Very informative content Gurjot
Kuldeep Sharma
Jun 14, 2021
Excellent work. Keep it up and best wishes from side for future endeavors..
Pooja kasniya
Jun 11, 2021
Well done mam. Very helpful blog and useful for various students
Anusha Shanbhag
Jun 7, 2021
Really great job done Gurjot. There is quite a lot of research has undergone on the blog. Keep up the good work.
Gurjot brar
Jun 9, 2021
Thank you so much Anusha.Your words are truly motivational.
Chandresh kumar
Jun 5, 2021
🤗Great job gurjot ma’am
👍The best one blog.
🥳It’s helping us
Himani Munjal
Jun 2, 2021
Great job done by you ma’am👍🧡..such an informative blog…for sure it is going to help various people as well as students like us😊…thank you☺️
Gurjot Brar
Jun 4, 2021
Thank You Himani munjal for your kind words..