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C# From Beginner To Pro - Write A WindowsUI Style App Form
Learn C# By Doing It In Winforms
Rating ⭐️: 4.6 out 5
Students 👨🎓 : 22,207
Duration ⏰ : 7hr 36min of on-demand video
Created by 👨🏫 : Cindy Oakes
🔗 COURSE LINK
#C_sharp
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Learn C# By Doing It In Winforms
Rating ⭐️: 4.6 out 5
Students 👨🎓 : 22,207
Duration ⏰ : 7hr 36min of on-demand video
Created by 👨🏫 : Cindy Oakes
🔗 COURSE LINK
#C_sharp
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Udemy
Free C# (programming language) Tutorial - C# From Beginner To Pro - Write A WindowsUI Style App Form
Learn C# By Doing It In Winforms - Free Course
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LLM Zoomcamp 2024
LLM Zoomcamp is a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI bot that can answer questions about your knowledge base.
🆓 Free Online Course
⏰ Duration : More than 9 week
🎬 8 video lesson
🏃♂️ Self paced
🔗 Course Link
#LLM
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LLM Zoomcamp is a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI bot that can answer questions about your knowledge base.
🆓 Free Online Course
⏰ Duration : More than 9 week
🎬 8 video lesson
🏃♂️ Self paced
🔗 Course Link
#LLM
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YouTube
LLM Zoomcamp 2024
LLM Zoomcamp is a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI bot that can answer questions about ...
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FREE ANDROID COURSES
Android Development for Beginners - Full Course (Part 1)
By freeCodeCamp
Duration ⏰ :11hr 40min
Teacher 👨🏫: Meisam
🔗 COURSE LINK
Learn Android Application Development
Rating⭐️: 4.6 out 5
Students 👨🎓 :326,612
Duration ⏰ :26hr 50min
Teacher 👨🏫: ProgramMe Programming
🔗 COURSE LINK
HUGE collection of android development tutorials
via Vogella
🔗 TUTORIAL LINK
Introduction to Modern Application Development IIT Madras
Prof. 👨🏫: Gaurav Raina, Tanmai Gopal
Duration ⏳: 8 weeks
🔗 COURSE LINK
Become an Android Developer from Scratch
Rating⭐️: 4.4 out 5
Students 👨🎓 :589,030
Duration ⏰ :11hr 32min
Teacher 👨🏫: Adam Lupu, Adam Schwem
🔗 COURSE LINK
Android Development for Beginners - Full Course (Part 2)
BY freeCodeCamp
Duration ⏰ :3hr 10min
Teacher 👨🏫: Meisam
🔗 COURSE LINK
Learn Android 4.0 Programming in Java
Rating⭐️: 4.6 out 5
Students 👨🎓 :203,188
Duration ⏰ :15hr 21min
Teacher 👨🏫: John Purcell
🔗 COURSE LINK
Why android
The following series of lectures will help you learn how to develop Android Apps. Most of these are supplemented with youtube videos for gaining clarity.
🔗 SERIES LINK
Android Fundamentals: Ultimate Tutorial for App Development
via Udemy
Rating⭐️: 4.5 out 5
Students 👨🎓 :76,158
Duration ⏰ :7 hr 12min
🔗 COURSE LINK
Google android developers guide:
https://developer.android.com/guide
Books:
Android Developer Fundamentals
The Busy Coder’s Guide to Android Development
Android Notes For Professionals
#android
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Android Development for Beginners - Full Course (Part 1)
By freeCodeCamp
Duration ⏰ :11hr 40min
Teacher 👨🏫: Meisam
🔗 COURSE LINK
Learn Android Application Development
Rating⭐️: 4.6 out 5
Students 👨🎓 :326,612
Duration ⏰ :26hr 50min
Teacher 👨🏫: ProgramMe Programming
🔗 COURSE LINK
HUGE collection of android development tutorials
via Vogella
🔗 TUTORIAL LINK
Introduction to Modern Application Development IIT Madras
Prof. 👨🏫: Gaurav Raina, Tanmai Gopal
Duration ⏳: 8 weeks
🔗 COURSE LINK
Become an Android Developer from Scratch
Rating⭐️: 4.4 out 5
Students 👨🎓 :589,030
Duration ⏰ :11hr 32min
Teacher 👨🏫: Adam Lupu, Adam Schwem
🔗 COURSE LINK
Android Development for Beginners - Full Course (Part 2)
BY freeCodeCamp
Duration ⏰ :3hr 10min
Teacher 👨🏫: Meisam
🔗 COURSE LINK
Learn Android 4.0 Programming in Java
Rating⭐️: 4.6 out 5
Students 👨🎓 :203,188
Duration ⏰ :15hr 21min
Teacher 👨🏫: John Purcell
🔗 COURSE LINK
Why android
The following series of lectures will help you learn how to develop Android Apps. Most of these are supplemented with youtube videos for gaining clarity.
🔗 SERIES LINK
Android Fundamentals: Ultimate Tutorial for App Development
via Udemy
Rating⭐️: 4.5 out 5
Students 👨🎓 :76,158
Duration ⏰ :7 hr 12min
🔗 COURSE LINK
Google android developers guide:
https://developer.android.com/guide
Books:
Android Developer Fundamentals
The Busy Coder’s Guide to Android Development
Android Notes For Professionals
#android
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freeCodeCamp.org
Learn to Develop an Android App - No Experience Required
There are more than 2.5 billion Android devices in the world, all waiting for your application to be developed. We've released a 15-hour comprehensive course developed by MeiCode that will teach you how to develop an Android application. The best par...
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System Design: How to Scale a Database
When your app has a few hundred users, you can keep all the data on one database server.
But as your app grows and you get more users, you need to store more data.
If you don't scale your database to handle the increased load, it can slow down your app and cause problems.
In this article we will explore 8 strategies to scale databases to ensure your application keeps operating at optimal performance without the database becoming a bottleneck.
Vertical scaling involves adding more resources (CPU, RAM, storage) to a single database server.
It's a quick and easy solution when you have a smaller database, but it has limitations.
It can become expensive, and there's a limit on how much you can scale up.
Additionally, vertical scaling introduces a single point of failure, as all your eggs are in one basket.
🔗 Read More
When your app has a few hundred users, you can keep all the data on one database server.
But as your app grows and you get more users, you need to store more data.
If you don't scale your database to handle the increased load, it can slow down your app and cause problems.
In this article we will explore 8 strategies to scale databases to ensure your application keeps operating at optimal performance without the database becoming a bottleneck.
Vertical scaling involves adding more resources (CPU, RAM, storage) to a single database server.
It's a quick and easy solution when you have a smaller database, but it has limitations.
It can become expensive, and there's a limit on how much you can scale up.
Additionally, vertical scaling introduces a single point of failure, as all your eggs are in one basket.
🔗 Read More
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Introduction to SOLID Principles
Rating ⭐️: 4.7 out 5
Students 👨🎓 : 3613
Duration ⏰ : 32min of on-demand video
Created by 👨🏫 : Ziaullah Khan
🔗 COURSE LINK
#solid
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Rating ⭐️: 4.7 out 5
Students 👨🎓 : 3613
Duration ⏰ : 32min of on-demand video
Created by 👨🏫 : Ziaullah Khan
🔗 COURSE LINK
#solid
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Udemy
Free C# (programming language) Tutorial - Introduction to SOLID Principles
Introduction to SOLID Principles - Free Course
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Numpy
Learn the basics of the NumPy library in the course created by Keith Galli.
In this course, you'll learn how NumPy works and how it compares to Python's built-in lists. You'll also learn how to write code with NumPy, indexing, reshaping, applied statistics, and much more.
🆓 Free Online Course
⏰ Duration : More than 1 hour
🏃♂️ Self paced
✅ Certification available
🔗 Course Link
#numpy
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Learn the basics of the NumPy library in the course created by Keith Galli.
In this course, you'll learn how NumPy works and how it compares to Python's built-in lists. You'll also learn how to write code with NumPy, indexing, reshaping, applied statistics, and much more.
🆓 Free Online Course
⏰ Duration : More than 1 hour
🏃♂️ Self paced
✅ Certification available
🔗 Course Link
#numpy
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www.freecodecamp.org
Learn to Code — For Free
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Go Language free courses
Learn Go Programming - Golang Tutorial for Beginners
🎬 15 video lessons
Duration ⏰: 7 hrs
Resource: freeCodeCamp
🔗 Course link
GetGoing: Introduction to Golang
Rating ⭐️: 4.2 out of 5
Students 👨🎓: 23,160
Duration ⏰: 3hr 24min
Teacher: DSC VIT, Angad Sharma
🔗 Course link
Golang for beginners
🎬 11 video lesson
Duration ⏰: 2-3 hrs
Teacher: Hitesh Choudhary
🔗 Course link
The Go Language: Arrays & Slices
Rating ⭐️: 4.6 out of 5
Students 👨🎓: 1,037
Duration ⏰: 1hr 40min
Teacher: Tony de Araujo
🔗 Course link
Backend Master Class - Golang, Postgres, Docker
🎬 32 video lesson
Duration ⏰: 9 hrs
Resource: Class Central
🔗 Course link
Getting Started with Go on Google Cloud(no video lessons)
Rating ⭐️: 4.5 out of 5
Credits: 4
Duration ⏰: 4 hrs
Notes📄, Labs👨🏫 and many more
🔗 Tutorial link
Golang Tutorial for Beginners | Full Go Course
via Youtube
by: Tech World With Nana
Duration ⏰: 3h 24min
🔗 Course link
Take your first steps with Go (no video lessons)
🎬 53 video lesson
Resource: Microsoft
Duration ⏰: 5 hr 30 min
Modules: 8
🔗 Course link
Books
An Introduction to Programming in Go
The Go Programming Language
Go Succinctly
#Go #Golang
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Learn Go Programming - Golang Tutorial for Beginners
🎬 15 video lessons
Duration ⏰: 7 hrs
Resource: freeCodeCamp
🔗 Course link
GetGoing: Introduction to Golang
Rating ⭐️: 4.2 out of 5
Students 👨🎓: 23,160
Duration ⏰: 3hr 24min
Teacher: DSC VIT, Angad Sharma
🔗 Course link
Golang for beginners
🎬 11 video lesson
Duration ⏰: 2-3 hrs
Teacher: Hitesh Choudhary
🔗 Course link
The Go Language: Arrays & Slices
Rating ⭐️: 4.6 out of 5
Students 👨🎓: 1,037
Duration ⏰: 1hr 40min
Teacher: Tony de Araujo
🔗 Course link
Backend Master Class - Golang, Postgres, Docker
🎬 32 video lesson
Duration ⏰: 9 hrs
Resource: Class Central
🔗 Course link
Getting Started with Go on Google Cloud(no video lessons)
Rating ⭐️: 4.5 out of 5
Credits: 4
Duration ⏰: 4 hrs
Notes📄, Labs👨🏫 and many more
🔗 Tutorial link
Golang Tutorial for Beginners | Full Go Course
via Youtube
by: Tech World With Nana
Duration ⏰: 3h 24min
🔗 Course link
Take your first steps with Go (no video lessons)
🎬 53 video lesson
Resource: Microsoft
Duration ⏰: 5 hr 30 min
Modules: 8
🔗 Course link
Books
An Introduction to Programming in Go
The Go Programming Language
Go Succinctly
#Go #Golang
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Udemy
Online Courses - Learn Anything, On Your Schedule | Udemy
Udemy is an online learning and teaching marketplace with over 250,000 courses and 80 million students. Learn programming, marketing, data science and more.
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Message Queues in System Design
Basic Architecture of a Message Queue
A message queue is a durable component stored in memory that supports asynchronous communication. It serves as a buffer and distributes asynchronous requests.
The basic architecture of a message queue is simple. Input services, called producers or publishers, create and publish messages to a message queue. Other services, called consumers or subscribers, connect to the queue and perform actions defined by the messages.
🔗 Read More
Basic Architecture of a Message Queue
A message queue is a durable component stored in memory that supports asynchronous communication. It serves as a buffer and distributes asynchronous requests.
The basic architecture of a message queue is simple. Input services, called producers or publishers, create and publish messages to a message queue. Other services, called consumers or subscribers, connect to the queue and perform actions defined by the messages.
🔗 Read More
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First Steps in Programming with C# for Beginners
Learn Coding by Examples and by Solving Practical Problems with C# and Visual Studio
Rating ⭐️: 4.6 out 5
Students 👨🎓 : 7,341
Duration ⏰ : 1hr 59min of on-demand video
Created by 👨🏫 : Svetlin Nakov, Preslav Mihaylov
🔗 COURSE LINK
#C_sharp
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Learn Coding by Examples and by Solving Practical Problems with C# and Visual Studio
Rating ⭐️: 4.6 out 5
Students 👨🎓 : 7,341
Duration ⏰ : 1hr 59min of on-demand video
Created by 👨🏫 : Svetlin Nakov, Preslav Mihaylov
🔗 COURSE LINK
#C_sharp
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Udemy
Free C# (programming language) Tutorial - First Steps in Programming with C# for Beginners
Learn Coding by Examples and by Solving Practical Problems with C# and Visual Studio - Free Course
👍8❤1
Get started with Google Maps Platform - web
Learn about Google Maps Platform and how to manage projects in the Google Cloud console, then build your first interactive web maps.
🆓 Free Online Course
⏰ Duration : More than 1 week
🎬 video lessons
🏃♂️ Self paced
🔗 Course Link
#google #map
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Learn about Google Maps Platform and how to manage projects in the Google Cloud console, then build your first interactive web maps.
🆓 Free Online Course
⏰ Duration : More than 1 week
🎬 video lessons
🏃♂️ Self paced
🔗 Course Link
#google #map
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👉Join @bigdataspecialist for more👈
Google for Developers
Get started with Google Maps Platform - web | Google for Developers
Learn about Google Maps Platform and how to manage projects in the Google Cloud console, then build your first interactive web maps.
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Graphic Designing free courses
Graphic Design Basics
🎬 12 video lessons
Rating ⭐️: 4.8 out of 5
Students 👨🎓: 193,274
Duration ⏰: less than 1 hour
Resource: Canva
🔗 Course link
Graphic Design Workshop For Beginners. Free Design Elements.
Rating ⭐️: 4.3 out of 5
Students 👨🎓: 32,021
Duration ⏰: 1hr 57min of on-demand video
Teacher: Nidia Sahjara
🔗 Course link
Adobe Illustrator for Beginners
🎬 20 video lesson
Resource: envato-tuts+
Duration ⏰: 3.3 hrs
Modules: 7
🔗 Course link
Learn Photoshop in Under 2 Hours
Rating ⭐️: 4.6 out of 5
Students 👨🎓: 4612
Duration ⏰: 1hr 56min
Teacher: Pierluigi Giglio
🔗 Course link
Beginners guide to Graphic Design
🎬 46 video lesson
Duration ⏰: 6 hrs
Resource: Class Central
🔗 Course link
Graphic Design Essentials (sign up required)
🎬 4 video lesson
Duration ⏰: less than 1 hour
Teacher: Philippe Polman
🔗 Course link
Logo Design Fundamentals
Rating ⭐️: 4.1 out of 5
Students 👨🎓: 53,942
Duration ⏰: 1hr 41min
Teacher: Andrew Boehm
🔗 Course link
Photoshop CS6 Tutorial for Beginners via Youtube
🎬 6 video lesson
Duration ⏰: less than 1 hour
🔗 Course link
Creating Brand Systems: An Overview of Combining Logos and Type.
🎬 7 video lesson
Duration ⏰: less than 1 hour
Teacher: Mike Ski and Jessie Jay
🔗 Tutorials link
Books
Graphic Design
The Graphic Design Idea Book
#Graphic_Design #Graphics #Designing #Graphic_Designing
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Graphic Design Basics
🎬 12 video lessons
Rating ⭐️: 4.8 out of 5
Students 👨🎓: 193,274
Duration ⏰: less than 1 hour
Resource: Canva
🔗 Course link
Graphic Design Workshop For Beginners. Free Design Elements.
Rating ⭐️: 4.3 out of 5
Students 👨🎓: 32,021
Duration ⏰: 1hr 57min of on-demand video
Teacher: Nidia Sahjara
🔗 Course link
Adobe Illustrator for Beginners
🎬 20 video lesson
Resource: envato-tuts+
Duration ⏰: 3.3 hrs
Modules: 7
🔗 Course link
Learn Photoshop in Under 2 Hours
Rating ⭐️: 4.6 out of 5
Students 👨🎓: 4612
Duration ⏰: 1hr 56min
Teacher: Pierluigi Giglio
🔗 Course link
Beginners guide to Graphic Design
🎬 46 video lesson
Duration ⏰: 6 hrs
Resource: Class Central
🔗 Course link
Graphic Design Essentials (sign up required)
🎬 4 video lesson
Duration ⏰: less than 1 hour
Teacher: Philippe Polman
🔗 Course link
Logo Design Fundamentals
Rating ⭐️: 4.1 out of 5
Students 👨🎓: 53,942
Duration ⏰: 1hr 41min
Teacher: Andrew Boehm
🔗 Course link
Photoshop CS6 Tutorial for Beginners via Youtube
🎬 6 video lesson
Duration ⏰: less than 1 hour
🔗 Course link
Creating Brand Systems: An Overview of Combining Logos and Type.
🎬 7 video lesson
Duration ⏰: less than 1 hour
Teacher: Mike Ski and Jessie Jay
🔗 Tutorials link
Books
Graphic Design
The Graphic Design Idea Book
#Graphic_Design #Graphics #Designing #Graphic_Designing
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more
👍7🔥2
C# Automation Framework for Web Apps
C# Automation Framework for Web Apps using Selenium, Appium, Sauce Labs, .NET
Rating ⭐️: 4.5 out 5
Students 👨🎓 : 12176
Duration ⏰ : 48min of on-demand video
Created by 👨🏫 : Nikolay Advolodkin
🔗 COURSE LINK
#C_sharp #automation
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👉Join @datascience_bds for more👈
C# Automation Framework for Web Apps using Selenium, Appium, Sauce Labs, .NET
Rating ⭐️: 4.5 out 5
Students 👨🎓 : 12176
Duration ⏰ : 48min of on-demand video
Created by 👨🏫 : Nikolay Advolodkin
🔗 COURSE LINK
#C_sharp #automation
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Udemy
Free C# (programming language) Tutorial - C# Automation Framework for Web Apps
C# Automation Framework for Web Apps using Selenium, Appium, Sauce Labs, .NET - Free Course
👍2
Apache Airflow free courses
Apache Airflow
🎬 34 video lesson
Duration ⏰: 6 hours worth of material
Teacher: Marc Lamberti
🔗 Course link
Airflow - zero to hero
🎬 7 video lessons
Duration ⏰: 1-2 hours worth of material
🔗 Course link
Apache Airflow with Python
🎬 11 video lessons
Duration ⏰: 1-2 hrs
🔗 Course link
Airflow 2.0
🎬 5 video lesson
Duration ⏰: 1-2 hours worth of material
Teacher: CodinEric
🔗 Course link
THE ULTIMATE GUIDE TO APACHE AIRFLOW (No Video)
📔 Read online
Resource: Qubole
🔗 Course link
Apache Airflow Tutorial (No Video)
by: Rafael Pierre
🔗 Part 1: Data Pipeline Orchestration on Steroids
🔗 Part 2: Complete Guide for a Basic Production Installation Using LocalExecutor
Official tutorial
https://airflow.apache.org/docs/apache-airflow/stable/tutorial.html
Book
Data Pipelines with Apache Airflow book 📚
Authors: Bas Harenslak, Julian de Ruiter
📑 482 pages
🔗 Book link
#Apache #Airflow #Airflow_with_Python
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👉Join @bigdataspecialist for more👈
Apache Airflow
🎬 34 video lesson
Duration ⏰: 6 hours worth of material
Teacher: Marc Lamberti
🔗 Course link
Airflow - zero to hero
🎬 7 video lessons
Duration ⏰: 1-2 hours worth of material
🔗 Course link
Apache Airflow with Python
🎬 11 video lessons
Duration ⏰: 1-2 hrs
🔗 Course link
Airflow 2.0
🎬 5 video lesson
Duration ⏰: 1-2 hours worth of material
Teacher: CodinEric
🔗 Course link
THE ULTIMATE GUIDE TO APACHE AIRFLOW (No Video)
📔 Read online
Resource: Qubole
🔗 Course link
Apache Airflow Tutorial (No Video)
by: Rafael Pierre
🔗 Part 1: Data Pipeline Orchestration on Steroids
🔗 Part 2: Complete Guide for a Basic Production Installation Using LocalExecutor
Official tutorial
https://airflow.apache.org/docs/apache-airflow/stable/tutorial.html
Book
Data Pipelines with Apache Airflow book 📚
Authors: Bas Harenslak, Julian de Ruiter
📑 482 pages
🔗 Book link
#Apache #Airflow #Airflow_with_Python
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more👈
🔥4👍3❤1
Top 50 system design interview terminologies
System design interview performance is essential to assess a candidate's ability to develop scalable and efficient systems. Familiarity with key terminologies is crucial for success in these interviews. Here are the top 50 system design interview terminologies, complete with definitions, examples, and additional resources for learning.
Scalability: The capacity of a system to handle increased load by adding resources, such as more servers to manage rising web traffic.
Load Balancer: Dividing incoming network traffic among multiple servers to distribute the load evenly, illustrated by load balancing web traffic across multiple EC2 instances using AWS Elastic Load Balancer Service.
Microservices: An architectural pattern that structures applications as a collection of loosely coupled services, like breaking down a monolithic application into independent services for user management, payments processing, and notifications.
CAP Theorem: A principle that in a distributed system, only two out of three guarantees can be achieved; Consistency, Availability, and Partition Tolerance must be balanced.
Sharding: Breaking a large database into smaller shards for better management, for instance, segmenting a user database based on geographic region.
Latency: The time it takes for data to travel between two points, notable in message delivery delay through a chat application.
Throughput: The amount of data a system processes in a given timeframe, such as requests processed by a web server in one second.
Cache: A component that stores data to speed up future requests, like implementing Redis caching for repeated database queries.
Content Delivery Network (CDN): A geographically dispersed server system that delivers web content based on user location, exemplified by using Cloudflare CDN for faster webpage loading.
REST API: A style of architectural design for building web services where data is accessed via HTTP requests, commonly seen in Social Media APIs.
GraphQL: A powerful querying language for data, more efficient and flexible than REST APIs, as demonstrated in querying user information with a single request.
ACID: A set of properties ensuring reliable database transaction processing; Atomicity, Consistency, Isolation, and Durability.
BASE: An alternative to ACID prioritizing Availability and Partition tolerance over strict Consistency, with the core principles of Basically Available, Soft state, and Eventually consistent systems.
NoSQL: A database type focused on storing and retrieving data modeled differently from traditional relational databases, like using MongoDB for document-based data stores.
SQL: The standard language for managing data in relational databases, involving writing queries to retrieve data.
Database Indexing: A technique to enable quick data searching and access in databases, such as creating an index on the User ID column for faster searches.
Replication: Copying and maintaining database objects across multiple databases in a distributed system to improve availability, demonstrated by replicating a database across geographical locations.
Failover: A backup operational mode where system components take over functions if the primary component fails, like automatic failovers in internet applications.
API Gateway: A server that manages API requests, applies security policies, and forwards requests to back-end services, shown in the utilization of AWS API Gateway.
Service Mesh: An infrastructure layer facilitating service-to-service communication in microservices, commonly seen in the integration of Istio for managing interactions.
Serverless Computing: Cloud computing allowing dynamic resource allocation without server provisioning, as seen in running backend code with AWS Lambda.
System design interview performance is essential to assess a candidate's ability to develop scalable and efficient systems. Familiarity with key terminologies is crucial for success in these interviews. Here are the top 50 system design interview terminologies, complete with definitions, examples, and additional resources for learning.
Scalability: The capacity of a system to handle increased load by adding resources, such as more servers to manage rising web traffic.
Load Balancer: Dividing incoming network traffic among multiple servers to distribute the load evenly, illustrated by load balancing web traffic across multiple EC2 instances using AWS Elastic Load Balancer Service.
Microservices: An architectural pattern that structures applications as a collection of loosely coupled services, like breaking down a monolithic application into independent services for user management, payments processing, and notifications.
CAP Theorem: A principle that in a distributed system, only two out of three guarantees can be achieved; Consistency, Availability, and Partition Tolerance must be balanced.
Sharding: Breaking a large database into smaller shards for better management, for instance, segmenting a user database based on geographic region.
Latency: The time it takes for data to travel between two points, notable in message delivery delay through a chat application.
Throughput: The amount of data a system processes in a given timeframe, such as requests processed by a web server in one second.
Cache: A component that stores data to speed up future requests, like implementing Redis caching for repeated database queries.
Content Delivery Network (CDN): A geographically dispersed server system that delivers web content based on user location, exemplified by using Cloudflare CDN for faster webpage loading.
REST API: A style of architectural design for building web services where data is accessed via HTTP requests, commonly seen in Social Media APIs.
GraphQL: A powerful querying language for data, more efficient and flexible than REST APIs, as demonstrated in querying user information with a single request.
ACID: A set of properties ensuring reliable database transaction processing; Atomicity, Consistency, Isolation, and Durability.
BASE: An alternative to ACID prioritizing Availability and Partition tolerance over strict Consistency, with the core principles of Basically Available, Soft state, and Eventually consistent systems.
NoSQL: A database type focused on storing and retrieving data modeled differently from traditional relational databases, like using MongoDB for document-based data stores.
SQL: The standard language for managing data in relational databases, involving writing queries to retrieve data.
Database Indexing: A technique to enable quick data searching and access in databases, such as creating an index on the User ID column for faster searches.
Replication: Copying and maintaining database objects across multiple databases in a distributed system to improve availability, demonstrated by replicating a database across geographical locations.
Failover: A backup operational mode where system components take over functions if the primary component fails, like automatic failovers in internet applications.
API Gateway: A server that manages API requests, applies security policies, and forwards requests to back-end services, shown in the utilization of AWS API Gateway.
Service Mesh: An infrastructure layer facilitating service-to-service communication in microservices, commonly seen in the integration of Istio for managing interactions.
Serverless Computing: Cloud computing allowing dynamic resource allocation without server provisioning, as seen in running backend code with AWS Lambda.
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C# 10 with .NET 6 Theory for Beginners
Rating ⭐️: 4.7 out 5
Students 👨🎓 : 3,220
Duration ⏰ : 1hr 56min of on-demand video
Created by 👨🏫 : Jonas Fagerberg
🔗 COURSE LINK
#C_sharp
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Rating ⭐️: 4.7 out 5
Students 👨🎓 : 3,220
Duration ⏰ : 1hr 56min of on-demand video
Created by 👨🏫 : Jonas Fagerberg
🔗 COURSE LINK
#C_sharp
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Udemy
Free C# (programming language) Tutorial - C# 10 with .NET 6 Theory for Beginners (Part 1)
The theory you need for part 2. - Free Course
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Ethics of AI
The Ethics of AI is a free online course created by the University of Helsinki. The course is for anyone who is interested in the ethical aspects of AI – we want to encourage people to learn what AI ethics means, what can and can’t be done to develop AI in an ethically sustainable way, and how to start thinking about AI from an ethical point of view.
Artificial intelligence is already a part of our daily lives. When we post pictures to social media, search online or ask questions from chatbots, we’re interacting with AI. Authorities, such as cities, rely on AI for providing public services. And governments are seeking solutions to global problems by using algorithmically produced knowledge. The goal of this course is to help you to develop your own skills for ethical thinking. You can complete the course at your own pace.
🆓 Free Online Course
🏃♂️ Self paced
Teacher 👨🏫 :Anna-Mari Rusanen, Jukka K. Nurminen, Santeri Raisanen, Sasu Tarkoma, Saara Halmetoja
Source: University of Helsinki
🔗 Course Link
#AI #Ethics
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The Ethics of AI is a free online course created by the University of Helsinki. The course is for anyone who is interested in the ethical aspects of AI – we want to encourage people to learn what AI ethics means, what can and can’t be done to develop AI in an ethically sustainable way, and how to start thinking about AI from an ethical point of view.
Artificial intelligence is already a part of our daily lives. When we post pictures to social media, search online or ask questions from chatbots, we’re interacting with AI. Authorities, such as cities, rely on AI for providing public services. And governments are seeking solutions to global problems by using algorithmically produced knowledge. The goal of this course is to help you to develop your own skills for ethical thinking. You can complete the course at your own pace.
🆓 Free Online Course
🏃♂️ Self paced
Teacher 👨🏫 :Anna-Mari Rusanen, Jukka K. Nurminen, Santeri Raisanen, Sasu Tarkoma, Saara Halmetoja
Source: University of Helsinki
🔗 Course Link
#AI #Ethics
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Deep Learning free courses
Introduction to Deep Learning
🎬 10 video lesson
Duration ⏰: 1 week worth of material
🏃♂️ Self paced
📄 Notes, 👨🏫 Labs and many more
☢️ Projects, Competitions
Teacher: Alexander Amini, Ava Soleimany
Source: MIT
🔗 Course link
Basics of Deep Learning
Rating ⭐️: 4.5 out of 5
Students 👨🎓: 26,228
Duration ⏰: 1hr 46min of on-demand video
Created by Sunil Mishra
🔗 Course link
Practical Deep Learning For Coders
🎬 8 video lessons
📔 Book Read online
📄 Notes, 👨🏫 Labs and many more
Duration ⏰: 7 weeks long, 10 hours a week
🏃♂️ Self paced
Teacher: Jeremy Howard
Source: fast.ai
🔗 Course link
Deep Learning and AI with Python for Beginners
Rating ⭐️: 4.6 out of 5
Students 👨🎓: 4,068
Duration ⏰: 1hr 18min of on-demand video
Created by Dr. Mazhar Hussain
🔗 Course link
Deep Learning
by Kaggle
🎬 13 video lesson
Duration ⏰: 2 hours worth of material
🔗 Course link
Deep Learning: Neural Networks from scratch using Javascript
Rating ⭐️: 4.5 out of 5
Students 👨🎓: 4,338
Duration ⏰: 1hr 2min of on-demand video
Created by Alexsandro Souza
🔗 Course link
Learn Deep Learning and TensorFlow, without a Ph.D.
🎬 8 video lesson
Duration ⏰: 3 hours worth of material
🏃♂️ Self paced
📄 Notes, slides
Teacher: Martin Görner
Source: Google Cloud
🔗 Course link
Explore Deep Learning for Natural Language Processing
🎬 9 video lesson
Duration ⏰: 7-8 hours worth of material
🏃♂️ Self paced
Resource: Trailhead
🔗 Course link
Deep Learning Summer School
🎬 35 video lesson
Duration ⏰: 35+ hours
🏃♂️ Self paced
Resource: deeplearning
🔗 Course link
Deep Learning Prerequisites: The Numpy Stack in Python V2
Rating ⭐️: 4.5 out of 5
Students 👨🎓: 2230
Duration ⏰: 1hr 59min
Created by Lazy Programmer Team, Lazy Programmer Inc.
🔗 Course link
AI 101 Video Presentation
presentation given by 👨🏫: MIT’s Brandon Leshchinskiy
🔗 Presentation link
Deep Learning in Life Sciences - Spring 2021
🎬 22 video lesson
Duration ⏰: 31 hours worth of material
🏃♂️ Self paced
Teacher: Manolis Kellis
Resource: Class Central
🔗 Course link
Intro to Deep Learning
by Kaggle
Use TensorFlow and Keras to build and train neural networks for structured data.
Duration ⏰: 4 hours
🔗 Course link
Books
Deep Learning An MIT Press book 📚
Authers: Ian Goodfellow, Yoshua Bengio and Aaron Courville
🔗 Book link
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
🔗 Book link
Deep Learning
🔗 Book link
#Deep_Learning #deeplearning #dl #machinelearning
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Introduction to Deep Learning
🎬 10 video lesson
Duration ⏰: 1 week worth of material
🏃♂️ Self paced
📄 Notes, 👨🏫 Labs and many more
☢️ Projects, Competitions
Teacher: Alexander Amini, Ava Soleimany
Source: MIT
🔗 Course link
Basics of Deep Learning
Rating ⭐️: 4.5 out of 5
Students 👨🎓: 26,228
Duration ⏰: 1hr 46min of on-demand video
Created by Sunil Mishra
🔗 Course link
Practical Deep Learning For Coders
🎬 8 video lessons
📔 Book Read online
📄 Notes, 👨🏫 Labs and many more
Duration ⏰: 7 weeks long, 10 hours a week
🏃♂️ Self paced
Teacher: Jeremy Howard
Source: fast.ai
🔗 Course link
Deep Learning and AI with Python for Beginners
Rating ⭐️: 4.6 out of 5
Students 👨🎓: 4,068
Duration ⏰: 1hr 18min of on-demand video
Created by Dr. Mazhar Hussain
🔗 Course link
Deep Learning
by Kaggle
🎬 13 video lesson
Duration ⏰: 2 hours worth of material
🔗 Course link
Deep Learning: Neural Networks from scratch using Javascript
Rating ⭐️: 4.5 out of 5
Students 👨🎓: 4,338
Duration ⏰: 1hr 2min of on-demand video
Created by Alexsandro Souza
🔗 Course link
Learn Deep Learning and TensorFlow, without a Ph.D.
🎬 8 video lesson
Duration ⏰: 3 hours worth of material
🏃♂️ Self paced
📄 Notes, slides
Teacher: Martin Görner
Source: Google Cloud
🔗 Course link
Explore Deep Learning for Natural Language Processing
🎬 9 video lesson
Duration ⏰: 7-8 hours worth of material
🏃♂️ Self paced
Resource: Trailhead
🔗 Course link
Deep Learning Summer School
🎬 35 video lesson
Duration ⏰: 35+ hours
🏃♂️ Self paced
Resource: deeplearning
🔗 Course link
Deep Learning Prerequisites: The Numpy Stack in Python V2
Rating ⭐️: 4.5 out of 5
Students 👨🎓: 2230
Duration ⏰: 1hr 59min
Created by Lazy Programmer Team, Lazy Programmer Inc.
🔗 Course link
AI 101 Video Presentation
presentation given by 👨🏫: MIT’s Brandon Leshchinskiy
🔗 Presentation link
Deep Learning in Life Sciences - Spring 2021
🎬 22 video lesson
Duration ⏰: 31 hours worth of material
🏃♂️ Self paced
Teacher: Manolis Kellis
Resource: Class Central
🔗 Course link
Intro to Deep Learning
by Kaggle
Use TensorFlow and Keras to build and train neural networks for structured data.
Duration ⏰: 4 hours
🔗 Course link
Books
Deep Learning An MIT Press book 📚
Authers: Ian Goodfellow, Yoshua Bengio and Aaron Courville
🔗 Book link
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
🔗 Book link
Deep Learning
🔗 Book link
#Deep_Learning #deeplearning #dl #machinelearning
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MIT Deep Learning 6.S191
MIT's introductory course on deep learning methods and applications
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Information Security with HelmetJS
This programming course focuses on HelmetJS, a type of middleware for Express-based applications that automatically sets HTTP headers. This way it can prevent sensitive information from unintentionally being passed between the server and client.
Completing the course will help you understand how to protect your website from malicious behavior.
🆓 Free Online Course
⏰ Duration : More than 1 hour
🏃♂️ Self paced
✅ Certification available
🔗 Course Link
#Information #Security
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This programming course focuses on HelmetJS, a type of middleware for Express-based applications that automatically sets HTTP headers. This way it can prevent sensitive information from unintentionally being passed between the server and client.
Completing the course will help you understand how to protect your website from malicious behavior.
🆓 Free Online Course
⏰ Duration : More than 1 hour
🏃♂️ Self paced
✅ Certification available
🔗 Course Link
#Information #Security
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www.freecodecamp.org
Learn to Code — For Free
❤5
Learn ETL using SSIS
Microsoft SQL Server Integration Services (SSIS) Training
Rating ⭐️: 4.6 out 5
Students 👨🎓 : 67,050
Duration ⏰ : 1hr 37min of on-demand video
Created by 👨🏫 : Rakesh Gopalakrishnan
🔗 COURSE LINK
#ETL
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Microsoft SQL Server Integration Services (SSIS) Training
Rating ⭐️: 4.6 out 5
Students 👨🎓 : 67,050
Duration ⏰ : 1hr 37min of on-demand video
Created by 👨🏫 : Rakesh Gopalakrishnan
🔗 COURSE LINK
#ETL
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Udemy
Free ETL Tutorial - Learn ETL using SSIS
Microsoft SQL Server Integration Services (SSIS) Training - Free Course
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HTML and HTML5 free courses
HTML Essential Training
⭐️ Rating: 4.7 out of 5
🎬 41 video lessons
⏳Modules: 10
⏰ Duration: 2h 45m
🏃♂️ Self paced
Teacher: Jen Simmons
Source: linkedin
🔗 Course link
HTML5
Rating ⭐️: 4.1 out of 5
🎬 50 video lessons
🏃♂️ Self paced
Teacher: Prof. Bucky Roberts
Source: freevideolectures
🔗 Course link
A Complete Introductory Tutorial on HTML5
Rating ⭐️: 4.4 out of 5
Students 👨🎓: 26,542
Duration ⏰: 4hr 21min
Created by: Yatit Thakker
🔗 Course link
Intro to HTML
🎬 9 video lesson
Duration ⏰: less than 1 hour
🏃♂️ Self paced
📄 Notes, Documentation
☢️ Challenges
Teacher: Pamela
Source: Khan Academy
🔗 HTML Basics
🔗 More HTML Tags
Learn HTML by Building a Cat Photo App (No Video)
67 Interactive lessons
🏃♂️ Self paced
Resource: freecodecamp
🔗 Course link
Learn HTML
🎬 24 video lesson
Duration ⏰: Less than 2 hours
🏃♂️ Self paced
Resource: ilovecoding
🔗 Course link
HTML Tutorials For Beginners
🎬 17 video lesson
Duration ⏰: 2-3 hours worth of material
🏃♂️ Self paced
Teacher: Net Ninja
Resource: Class Central
🔗 Course link
HTML5 Tutorials Playlist
🎬 53 video lesson
🏃♂️ Self paced
Teacher: thenewboston
🔗 Course link
Books
HTML: A Beginner’s Guide Fourth Edition
Beginners Guide to HTML
HTML Tutorial
HTML & CSS: The Complete Reference, Fifth Edition (Complete Reference Series)
HTML & CSS Design and Build Websites
#HTML #HTML5
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HTML Essential Training
⭐️ Rating: 4.7 out of 5
🎬 41 video lessons
⏳Modules: 10
⏰ Duration: 2h 45m
🏃♂️ Self paced
Teacher: Jen Simmons
Source: linkedin
🔗 Course link
HTML5
Rating ⭐️: 4.1 out of 5
🎬 50 video lessons
🏃♂️ Self paced
Teacher: Prof. Bucky Roberts
Source: freevideolectures
🔗 Course link
A Complete Introductory Tutorial on HTML5
Rating ⭐️: 4.4 out of 5
Students 👨🎓: 26,542
Duration ⏰: 4hr 21min
Created by: Yatit Thakker
🔗 Course link
Intro to HTML
🎬 9 video lesson
Duration ⏰: less than 1 hour
🏃♂️ Self paced
📄 Notes, Documentation
☢️ Challenges
Teacher: Pamela
Source: Khan Academy
🔗 HTML Basics
🔗 More HTML Tags
Learn HTML by Building a Cat Photo App (No Video)
67 Interactive lessons
🏃♂️ Self paced
Resource: freecodecamp
🔗 Course link
Learn HTML
🎬 24 video lesson
Duration ⏰: Less than 2 hours
🏃♂️ Self paced
Resource: ilovecoding
🔗 Course link
HTML Tutorials For Beginners
🎬 17 video lesson
Duration ⏰: 2-3 hours worth of material
🏃♂️ Self paced
Teacher: Net Ninja
Resource: Class Central
🔗 Course link
HTML5 Tutorials Playlist
🎬 53 video lesson
🏃♂️ Self paced
Teacher: thenewboston
🔗 Course link
Books
HTML: A Beginner’s Guide Fourth Edition
Beginners Guide to HTML
HTML Tutorial
HTML & CSS: The Complete Reference, Fifth Edition (Complete Reference Series)
HTML & CSS Design and Build Websites
#HTML #HTML5
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more👈
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