Brij Pandey
@brijpandeyji
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Linkedin 500K + Followers Software Engineer, Data & AI Strategist , Helping Others to Build Career in IT and AI
New Jersey, USA
Joined July 2013
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This is an extraordinary handpicked Python guide that goes beyond the ordinary.
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✅ Python Programming Mind Map: Unlock the power of Python with this comprehensive mind map covering all the key topics you need to learn! From basics to advanced concepts, including data structures, OOP, modules, web Framework, data science, and more.
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If you're in IT, learning Python can open endless possibilities!
It's a skill that can take you far, and it's one of the easiest languages to learn and understand.
𝗛𝗲𝗿𝗲 𝗶𝘀 𝗮 𝗿𝗼𝗮𝗱𝗺𝗮𝗽 𝘁𝗼 𝗵𝗲𝗹𝗽 𝘆𝗼𝘂 𝗺𝗮𝘀𝘁𝗲𝗿 𝗣𝘆𝘁𝗵𝗼𝗻:
1. 𝗟𝗲𝗮𝗿𝗻 𝘁𝗵𝗲
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Due to popular demand, I've put together a comprehensive roadmap complete with free resources to help you become a Data Scientist or Machine Learning Engineer.
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This is an extraordinary Python guide that goes beyond the ordinary.
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This is an extraordinary SQL guide that goes beyond the ordinary.
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𝗔𝗣𝗜 𝗠𝗮𝘀𝘁𝗲𝗿𝘆: 𝗙𝗿𝗼𝗺 𝗭𝗲𝗿𝗼 𝘁𝗼 𝗛𝗲𝗿𝗼 𝗶𝗻 𝗢𝗻𝗲 𝗙𝗿𝗲𝗲 𝗖𝗼𝘂𝗿𝘀𝗲!
Tired of fragmented tutorials and confusing jargon?
This all-in-one API course is your shortcut to mastery, no matter your background.
This online course provides an in-depth
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𝗔𝗣𝗜 𝗠𝗮𝘀𝘁𝗲𝗿𝘆: 𝗙𝗿𝗼𝗺 𝗭𝗲𝗿𝗼 𝘁𝗼 𝗛𝗲𝗿𝗼 𝗶𝗻 𝗢𝗻𝗲 𝗙𝗿𝗲𝗲 𝗖𝗼𝘂𝗿𝘀𝗲!
Tired of fragmented tutorials and confusing jargon?
This all-in-one API course is your shortcut to mastery, no matter your background.
This online course provides an in-depth education
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♦️100+ Machine Learning Algorithms
♦️With Full Definitions
♦️Easy to Remember with color coding
I have spent hours to write this but I am giving it away for FREE today
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1. Follow
@brijpandeyji
(so I can DM)
2. Like & retweet
3. Reply "Send"
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SQL doesn't have to be scary or overwhelming.
With just a handful of basic commands, you can accomplish 80% of your day-to-day data tasks.
Think about it - when was the last time you truly needed to flex your SQL muscles just to get a job done? For most projects, the essentials
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✅ List of best youtube channels to learn top technologies like Java, Python programming, SQL, Blockchain, Machine learning and more !
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@brijpandeyji
for more such information !
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✅ Learn About Different HTTPS Methods !
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Finding Machine Learning projects with solutions is difficult.
That's why I have created this guide with 217 Machine Projects with Python Solutions.
You will receive:
- A total of 217+ Machine Learning projects
- Python source code for each project
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✅ Working of Python vs Java
🚀 Java: Bytecode + JIT = Speed ⚡
🐍 Python: Simplicity + Magic
✨ Both titans have their charm! 🔥
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@brijpandeyji
for more such information.
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Understanding Docker is important but can be hard, even for people who have a lot of experience.
This guide has been crafted to help with that.
24 Hours ⏳only
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1. Follow
@brijpandeyji
(so I can DM)
2. Like & repost
3. Reply "Docker"
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🔶Finding DevOps Interview Questions with Answer is Challenging.
🔶I am created a collection of Important DevOps interview Questions with Answers.
24 Hours ⏳only
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1. Follow
@brijpandeyji
(so I can DM)
2. Like & retweet
3. Reply "DevOps"
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ETL, ELT, and Reverse ETL are all data integration processes, but they have some key differences.
ETL (Extract, Transform, Load) is a traditional data integration process that involves extracting data from one or more sources, transforming it to meet the needs of the target
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✅ Netflix's architecture :-
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➡️Swift/Kotlin for mobile apps
➡️React for web
➡️GraphQL for front-end communication
➡️ZUUL, Eureka, Spring Boot for back-end services
➡️EV cache, Cassandra, CockroachDB for data storage
➡️Apache Kafka, Fink for messaging/streaming
➡️S3, Open
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✅ Experienced developers often face a blind spot when it comes to basic data structures, but fear not! I've created a handy cheat sheet to bridge the gap. 📝 Whether you're prepping for an interview or refreshing your skills, this reference guide has you covered.
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📌 Don't
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Free Data Engineering Course !
Save 1000s of dollars.
Don't miss this opportunity!
Bookmark this tweet and dive into my curated curriculum.
I've crafted a comprehensive, free Data Engineering course just for you!
Thread follows.🧵
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I have spent many hours to create this guide and this is worth more than $199 .
This concise guide is designed to help you effortlessly navigate and understand the key AWS services, their use cases, and when to employ them.
It serves as a quick refresher and a handy reference
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Data is the lifeblood of any modern business. But with so much data available, it can be difficult to know how to store, manage, and analyze it effectively.
That's where data warehouse, data lake, lakehouse, and data mesh come in.
1. **Data Warehouse:**
- 📂 **Structured
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✅ SOLID: The 5 Principles of Object Oriented Design, Explained using reral life analogies !
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@brijpandeyji
for more such information.
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I am looking for a freelance
#graphics
designer to make stunning graphics and infographic . Let me know if any one is interested!!
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🔶This Book is Powerful and Clean
🔶With All Important Commands
🔶Easy to Remember with Flow Diagram
I have spent hours to write this but I am giving it away for FREE today
24 Hours ⏳only
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@brijpandeyji
(so I can DM)
2. Like & retweet
3. Reply "Git"
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Digital Nomad Visas are changing the game for IT professionals!
They allow you to work legally from dozens of amazing countries, but many are still unaware of these opportunities.
Stop dreaming, start exploring!
I've created a comprehensive guide on how to secure Digital
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✅ API Gateway: Your traffic controller! 🚀 It safeguards, manages, and directs API requests, enhancing security, performance, and simplicity. It boasts layers for security, admin, access, and transformation.
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@brijpandeyji
for more such information !
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✅ Become Data Analyst in just 100 Days !
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➡️ Step-by-Step Roadmap with Free Course Suggestions.
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Free Resources for End-to-End DevOps Learning:
☑️Bookmark and comment "DevOps" To receive an amazing Cheatsheet!
Don't let yourself and your company fall behind in the race towards innovation!
✅ Register here -
🐧 𝗟𝗶𝗻𝘂𝘅:
- The Linux Foundation:
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Continuous Integration and Continuous Delivery (CI/CD) 🚀 has become essential for delivering software quickly and reliably, but it's important to have a solid strategy in place before implementing it everywhere.
When I first started with CI/CD practices about 6-7 years ago, I
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Networking protocols are the key building blocks that enable devices to communicate on a network.
Having a solid grasp of major networking protocols is a must-have skill for any IT professional.
But with so many protocols today, things can get confusing.
In this post, I'll
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🔹 𝗪𝗵𝗮𝘁 𝗶𝘀 𝗗𝗲𝘃𝗢𝗽𝘀?
DevOps is a fusion of 'Development' and 'Operations'. It’s a culture, a movement, a philosophy that emphasizes collaboration between software developers and IT operations teams. The goal? Faster software releases and improved deployment frequency,
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✅ TCP/IP is like internet's postal service: data is split into packets, given IP addresses, sent via routers, and reassembled at the destination. It ensures successful delivery and resends if needed. 🌐📦
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📌 Don't forget to save this post for later and follow
@brijpandeyji
for
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✅ Here's a Cool Representation that will help you learn Git Commands in a Fun and Simple way !
.
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@brijpandeyji
for more such information.
#GitHub
#developer
#programmer
1
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❤️ 119 Data Analyst 𝐈𝐧𝐭𝐞𝐫𝐯𝐢𝐞𝐰 𝐐𝐮𝐞𝐬𝐭𝐢𝐨𝐧𝐬 with Solution that can help you crack you next Job
To get it👇
1. Follow me
@brijpandeyji
(so that I can DM)
2. Like and Repost this post
3. Comment "Data"
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Getting Started with Git
𝗴𝗶𝘁 𝗶𝗻𝗶𝘁 : This is the very first command you'll need to use when starting a new project. It initializes a new Git repository in your current directory.
𝗴𝗶𝘁 𝗰𝗹𝗼𝗻𝗲 <𝗿𝗲𝗽𝗼> : To work on an existing project, you'll want to clone (copy) it
1
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✅ Here's How To Become Successful Backend Developer in 2023 !
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@brijpandeyji
for more such information.
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✅ Best Websites to Learn These Top Technologies For Free !
.
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@brijpandeyji
for more such information.
0
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The Top 8 API Architectural Styles You Should Know in 2023.
Let's delve into detailed explanations about these concepts. Thread follows.🧵
#APIs
#SoftwareEngineering
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Want to start a career in data engineering?
Here are the 4 key areas you need to focus on -
1. Data Integration
2. Data Transformation
3. Data Orchestration
4. Deployment
Strap in for this journey of discovery as I unravel each one, step by step.
#dataengineering
🧵
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🥪🐳 Docker & Kubernetes: A Sandwichy Tale! 🍞🌐
.
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@brijpandeyji
for more such information.
1
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🚀 Learn About Netflix System Design
📌 Don't forget to save this post for later and follow
@brijpandeyji
for more such information.
0
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✅ Software development: from requirements to deployment, a journey of precision. Deployment patterns make the transition an art. Canary Releases, Blue/Green Deployments, Feature Flags, A/B Testing, Dark Launches - strategies that turn complexity into seamless progress. 🚀
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✅ DevOps Essentials: CI/CD, CM, IaC, Monitoring, Culture - the six pillars transforming how we build and deliver.
.
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@brijpandeyji
for more such information.
0
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As technology becomes the backbone of every business, having a solid grasp of core cybersecurity concepts is a must-have skill for all IT professionals.
But what exactly should you focus on? Here are the key areas that can make or break your organization's security:
1. 🎣
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Although most people only use GET, POST, PUT, and DELETE when working with HTTP, there are actually 39 different actions, or "verbs", in the official list.
In this post, we'll look at 9 of the most popular ones.
1️⃣ GET Method: Gets data from a server.
2️⃣ POST Method: Sends
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✅ Top 10 Programming Languages of 2023 and best websites to learn them for free ⬇️
01.
02.
03.
04.
05.
06.
07.
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✅ Master microservices with these top 12 design patterns !
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@brijpandeyji
for more such information.
1
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✅ Learn to build a robust backend for APIs using microservices architecture! Explore the components, from API Gateway to Microservices and Database, and optimize your web app's performance and scalability.
.
📌 Don't forget to save this post and follow
@brijpandeyji
for more
1
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Snowflake and Databricks are two of the most popular cloud-based data platforms on the market today.
But which one is right for you?
Let's dive deep and understand the strengths of each:
❄️ Snowflake:
Nature: A cloud-native data warehouse-as-a-service.
Strengths: Offers ELT
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Mastering Apache Kafka - A Visual Guide to Core Concepts 🚀
Apache Kafka is a powerhouse in modern data architectures, used by giants like Netflix & LinkedIn for high-volume, real-time data streams. It's powerful but can be tricky for newbies. Let's break it down! 👇🧵
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✅ Agile Development With Devops 2.0
CI/CD Process Flow Diagram
.
Don't forget to save this post for later and follow
@brijpandeyji
for more such information !
#GitHub
#developer
#devops
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✅ Tailor architecture to your app's needs! REST's simplicity, SOAP's power, GraphQL's precision, gRPC's speed, WebSockets' real-time, Webhooks' alerts, MQTT's efficiency, AMQP's reliability. 🏛️🚀
.
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@brijpandeyji
for more
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I've spotted something, and I bet a bunch of you have noticed it too.
We spend most of our coding lives away from the nitty-gritty of algorithms or deep dives into Data Structures and Algorithms (DSA).
But, isn't it funny how when it comes to job interviews, suddenly it's all
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✅ Here's a simple roadmap that will help you learn Machine Learning !
.
Also Checkout these resources that will help you learn Machine learning for free ⬇️
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✅ Linux Directory Structure Illustrated !
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for more such information.
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✅ Choosing the right software architecture: Monoliths for simplicity, N-tier for balanced scalability, and Microservices for flexibility & rapid releases.
.
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@brijpandeyji
for more such information.
0
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Unlock the full potential of Python with our detailed mind map! Journey from the fundamentals to advanced topics, including OOP, data structures, web development, and data science. 🌐🐍
#PythonProgramming
#LearnCoding
#Python
#softwaredevelopment
2
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✅ The Web Full-Stack Developer Guide !
.
Don't forget to save this post for later and follow
@brijpandeyji
for more such information !
#developer
#programmer
#coder
#fullstack
1
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Azure vs AWS va GCP
Lately, I've been noticing a surge in discussions comparing different cloud services across various providers.🌩️🔍
It sparked my curiosity, and I thought, "Why not create my own comparison?" 🤔
So, after diving deep and gathering insights, I've put together
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✅ List of Fundamental Skills you need to become Web developer, Data Analyst, Cybersecurity Expert and App Developer ( DON'T MISS THIS ) :-
.
📌 Thank You For Reading ! If you found this thread useful, please don't forget to follow me (
@brijpandeyji
) for more such information.
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✅ APIs have two ways to get updates: Polling 🔄 or Webhooks 📡. Polling asks for updates regularly, while Webhooks get updates sent to you.
.
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@brijpandeyji
for more such information.
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🌐 From URL to IP: How DNS works its magic ! 📷 Discover the fascinating journey of domain names transforming into IP addresses, powering the seamless connectivity we enjoy on the internet.
📷 Don't Forget to save this post for later and follow
@brijpandeyji
for more info !
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✅ JWTs (JSON Web Tokens) are secure and compact data formats used for authentication and authorization in modern APIs.
.
➡️ They provide a scalable and stateless solution, enabling servers to authenticate and authorize users efficiently.
1
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✅Learn about The Journey of a URL: From Your Keyboard to a Fully Loaded Web Page !
.
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@brijpandeyji
for more such information.
#URL
#Website
#internet
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🧭 Thread: Roadmap to Becoming a Data Engineer in 2024 🛠️🧵
1/8 Programming Skills
Data engineering starts with a solid foundation in programming. Languages like Python, Java, or Scala are essential for tasks such as building data models and maintaining data pipelines.
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✅ Docker Architecture Explained Using Simple Illustration !
.
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@brijpandeyji
for more such information.
#docker
#coding
#programming
#technologies
1
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✅ Learn about the SQL Execution Order !
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0
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REST API and GraphREST (Representational State Transfer) and GraphQL are two popular approaches to designing APIs.
Both have their own strengths and weaknesses, and the best choice for a particular project will depend on a variety of factors.
🔹 𝗥𝗘𝗦𝗧
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Github is a Free university, but 99% don't know!
I have compiled the Best GitHub Repositories for Data Science:
𝟭. Data Scientist Roadmap:
𝟮. Learn Data Science:
𝟯. Awesome Python:
𝟰. Data Science in
0
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✅ 🔒 Secure Your API with These 16 Best Practices! 🛡️
From authentication to encryption and versioning, here are essential tips to safeguard your API and data.
📌 Don't Forget to save this post for later and follow
@brijpandeyji
for more such information.
#API
#CODE
#developer
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1 1 Free DevOps Projects to build Your portfolio and
Land a High Paying job this year - 🧵
1. Deploy Java Application on AWS 3-Tier Architecture
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✅ Master SQL fundamentals with this powerful mindmap! 🧠💡
.
Unlock the world of SQL, from DML to Joins, Functions, and more. Level up your data skills!
.
📌 Don't forget to save this post for later and follow
@brijpandeyji
for more such information !
0
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𝟲 𝗰𝗼𝗺𝗽𝗼𝗻𝗲𝗻𝘁𝘀 𝗼𝗳 𝗗𝗲𝘃𝗢𝗽𝘀 𝘁𝗵𝗮𝘁 𝗰𝗮𝗻 𝗵𝗲𝗹𝗽 𝘆𝗼𝘂 𝗮𝗰𝗵𝗶𝗲𝘃𝗲 𝘀𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗲𝘅𝗰𝗲𝗹𝗹𝗲𝗻𝗰𝗲
DevOps is a set of practices and tools that help teams deliver software faster and more reliably.
It is based on the idea of breaking down the silos
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✅ Ever wondered how search engines work? Here's an illustrative demonstration that will help you learn about it.
.
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@brijpandeyji
for more such information.
0
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🤖 Unlock the Power of AI 🚀 Discover the Roadmap to Machine Learning :
.
🎯 Supervised Learning: Harnessing labeled data for accurate predictions.
🔍 Unsupervised Learning: Unearthing hidden patterns and insights from unlabeled data.
🔁 Reinforcement Learning: Teaching
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✅ Demystifying three common terms in the world of distributed systems:
1️⃣ Queues: Digital waiting lines, prevent data loss. ☕️
2️⃣ Pub/Sub: Data subscriptions, decoupled sharing. 📩
3️⃣ Streams: Real-time data flow, instant insights. 🌊
.
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@brijpandeyji
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✅ Data Analyst Python Toolkit !
.
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✅ 5 Basic Types of Servers !
01. Origin Server
02. DNS Server
03. WEB Server
04. Proxy Server
05. Mail Server
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@brijpandeyji
for more such information !
.
#server
#developer
#coder
#programmer
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Artificial intelligence (AI) is a broad field of computer science that deals with creating intelligent agents, which are systems that can reason, learn, and act autonomously.
Machine learning (ML) is a subfield of AI that focuses on developing algorithms that can learn from
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✅ Here's a Detailed Roadmap listing all the important technologies that will help you learn DevOps !
.
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@brijpandeyji
for more such information.
0
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🐧 𝗟𝗶𝗻𝘂𝘅 𝗖𝗼𝗺𝗺𝗮𝗻𝗱𝘀 𝟭𝟬𝟭
📂 𝟭. 𝗙𝗶𝗹𝗲 𝗮𝗻𝗱 𝗗𝗶𝗿𝗲𝗰𝘁𝗼𝗿𝘆 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 📂
-𝚕𝚜: List all files and directories 📋
- 𝚙𝚠𝚍: Print current directory's path 📍
- 𝚌𝚍: Change directory 🚪
- 𝚖𝚔𝚍𝚒𝚛: Create a new directory 📁
- 𝚛𝚖𝚍𝚒𝚛: Remove
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🔍 API Testing 2023: The 9 Types You Need to Know
✅ Discover the essential 9 types of API testing:
1. Validation 2. Functional 3. UI 4. Load 5. Runtime/Error Detection 6. Security 7. Penetration 8. Fuzz 9. Interoperability.
.
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@brijpandeyji
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🌐 From URL to IP: How DNS works its magic ! 🪄 Discover the fascinating journey of domain names transforming into IP addresses, powering the seamless connectivity we enjoy on the internet. 🚀
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✅ Top 5 API Tools for 2023 !
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#developers
#coder
#programmer
#API
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✅ 5 Deployment Patterns every IT Professionals must know !
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Unlocking the world of APIs! 🌐 Check out my mindmap summarizing API fundamentals. 💡🔑
#coder
#coding
#API
#programming
#Developer
#SoftwareDeveloper
#SoftwareTesting
#SoftwareEngineering
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🌟 Unraveling the 5 Layers of Software:-
🔹 Layer 1: UI - Where design meets functionality.
🔹 Layer 2: API - Bridging the gap between applications.
🔹 Layer 3: Database - The vault of precious data.
🔹 Layer 4: Logic - The brain behind the operations.
🔹 Layer 5: Hosting -
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𝗜𝗳 𝘆𝗼𝘂'𝗿𝗲 𝗹𝗼𝗼𝗸𝗶𝗻𝗴 𝘁𝗼 𝘀𝘁𝗮𝗿𝘁 𝗮 𝗰𝗮𝗿𝗲𝗲𝗿 𝗶𝗻 𝗱𝗮𝘁𝗮 𝗲𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗼𝗿 𝗰𝗼𝗻𝘀𝗶𝗱𝗲𝗿𝗶𝗻𝗴 𝗮 𝗰𝗮𝗿𝗲𝗲𝗿 𝘀𝘄𝗶𝘁𝗰𝗵, 𝗵𝗲𝗿𝗲 𝗮𝗿𝗲 𝘀𝗼𝗺𝗲 𝗸𝗲𝘆 𝗮𝗿𝗲𝗮𝘀 𝘁𝗼 𝗳𝗼𝗰𝘂𝘀 𝗼𝗻:
𝗗𝗮𝘁𝗮 𝗶𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻
* Data extraction:
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✅ Different Types of Databases !
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#SQL
#Database
#Databases
#developers
#programmer
#coding
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✅ List of Core Concepts To Learn Backend Development !
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✅ Unlocking the mystery of 'Data Lake': A versatile repository for all data types, fostering a single source of truth. From ingestion to refined zones, it ensures secure, governed data for actionable insights. Dive into the future of data management!
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✅ Learn About Tik Tok's Engineering Dataflow !
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✅ Docker Workflow and Commands Explained in a illustrative way !
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🛠️ Mastering System Design Interviews: 9 Key Steps & Tips 📚💡
Learn the theory, study real-world examples, understand trade-offs, practice designing common systems, prioritize key components, reflect on past experiences, and practice with friends.
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Attention Job Seekers: Set Yourself Apart with Real-World Projects! 🌟
Join this FREE workshop and take the first step towards building a brighter future.
Register here - 🔗
In today's competitive job market, having hands-on experience with the
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✅ Unlock the power of SQL Joins and unleash the magic of data relationships ! 🎯💡
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✅ Apache Kafka: The real-time, fault-tolerant data streaming powerhouse! 🚀 From log aggregation to web activity tracking, Kafka's top 5 use cases deliver scalable solutions for modern data-driven applications.
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