Programming, data science, ML - free courses by Big Data Specialist

ChatGPT can now generate images.

I tried generating 2 types of images, one is a simple girl and second is complex visual representation of data partitioning vs. sharding.

It's clear that it's not able to grasp this complex visual representations yet, but for girl it did a decent job. I just don't understand why it added this text next to her 😅

PS. Data Partitioning vs Data Sharding might seem as an odd choice, but it is part of newest post I am creating for our @bigdataspecialist Instagram page 😊

Thank you all for applying!

The task offer is now closed ❌

We received an overwhelming number of requests, so processing will take some time. Only one person will be selected for this task, but I will keep all applications for future opportunities.

Seeing such high interest, I will look for more ways to offer paid tasks in the future❗️

Paid task offer:

Looking for a web developer to create a simple, professional website for a small electrical installation company. The website should be clean, user-friendly, and responsive.

WordPress allowed as well.

If you are interested send a mail to [email protected] or write me directly to @mldatascientist

Please make sure to add your CV, or at least write basic info about yourself (name, age, location, education etc), your experience, tech stack you are using, and links to websites you already made.

Incomplete messages will not be considered.

💾🎮 Learn SQL by Playing a Game! 🎮💾

Level up your SQL skills while playing interactive games! 🚀
Solve queries, complete challenges, and master databases—all while having fun. Perfect for beginners

SQL island:
https://sql-island.informatik.uni-kl.de/

SQL Mistery:
https://mystery.knightlab.com/

Data Science Full Course For Beginners
⏰ 24 hours long

Created by IBM ✅

https://www.youtube.com/watch?v=WlLgysXJ0Ec

#datascience
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👉Join @datascience_bds for more👈

In August 2020, during the COVID lockdown, I created an Instagram page with the goal of sharing my knowledge and helping others learn.

Despite occasional breaks due to a lack of motivation and personal obligations, the page continued to grow, inspiring many along the way.

From that initiative, this Telegram channel was born—a space originally created to share courses, books, and other learning materials that Instagram couldn't accommodate.

Today, we celebrate an incredible milestone: 50,000 followers on Instagram. Here's to this journey and everything yet to come. Thank you for being a part of it!

Our Instagram page link:
https://www.instagram.com/bigdataspecialist/

Beginner: Introduction to Generative AI Learning Path

5 introductory courses to Generative AI created by Google

This learning path provides an overview of generative AI concepts, from the fundamentals of large language models to responsible AI principles.


Link 🔗: https://www.cloudskillsboost.google/paths/118



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API Architecture Styles


Choosing the Right API Style Today

APIs come in many flavors, each suited for different needs. SOAP, though reliable for enterprise apps, feels outdated with its XML complexity. RESTful APIs are still the go-to for simplicity and wide adoption, but they can suffer from over- or under-fetching data.

GraphQL is the modern favorite, perfect for getting exactly the data you need—great for front-end flexibility. gRPC shines in high-performance, microservices-heavy environments, while WebSockets handle real-time, low-latency communication brilliantly. Finally, Webhooks are ideal for event-driven applications with asynchronous needs.

In today’s world, GraphQL or RESTful APIs often dominate, but your choice should depend on your app’s specific requirements.

Supreme Court has just upheld the ban and TikTok is going bye bye in the States 😯

Introduction to Computation Theory

Introduction to Computation Theory is an overview of some basic principles of computation and computational complexity, with an eye towards things that might actually be useful without becoming a researcher. Students will examine the formal mathematics for foundational computation proofs, as well as gain tools to analyze hard computational problems themselves.

🆓 Free Online Course
🎬 Video lessons
⏰ Duration : More than 2 hours
🏃‍♂️ Self paced
👩‍🏫 Teacher: Josh Grochow
Source: SANTA FE INSTITUE


🔗 Course Link


#COMPUTATION
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Artificial Intelligence: Preparing Your Career for AI

Learn what you should be doing today to prepare your career for the coming wave of AI automation!

Rating ⭐️: 4.5 out 5
Students 👨‍🎓 : 19359
Duration ⏰ : 45 mins on-demand video
Created by 👨‍🏫: Matthew Renze

🔗 COURSE LINK


#AI
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User Experience (UX) Design: Human Factors and Culture in Design

🆓 Free Online Course
⏰ Duration : 12 hours
🏃‍♂️ Self paced
👩‍🏫 Teacher: Pei-Luen.Patrick Rau.
Source: Tsinghua University


🔗 Course Link


#UX #DESIGN
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Unity free courses

Unity Tutorials
🎬 7 video lesson
Duration ⏰: 27 hours worth of material
🏃‍♂️ Self paced
Resource: freecodecamp
🔗 Course Link

Unity Beginners | Learning The Basics
Rating ⭐️: 4.3 out of 5
Students 👨‍🎓: 33613
Duration ⏰: 1hr 40min
Created by: School of Game Design
🔗 Course Link

Unity Game Development
🎬 48 video lesson
Duration ⏰: 8 hours worth of material
🏃‍♂️ Self paced
Resource: classcentral
🔗 Course Link

Introduction to Game Development with Unity
Rating ⭐️: 4.6 out of 5
Students 👨‍🎓: 138,371
Duration ⏰: 1hr 49min
Created by: Yohann Taieb
🔗 Course Link

Unity for Beginners!
🎬 17 video lesson
🏃‍♂️ Self paced
Duration ⏰: 4-5 hours worth of material
Resource: Youtube
Created by: Dani Krossing
🔗 Course Link

A Crash Course in Unity's Entity Component System
Rating ⭐️: 4.5 out of 5
Students 👨‍🎓: 14,524
Duration ⏰: 1hr 58min
Created by: Penny de Byl, Penny Holistic3D
🔗 Course Link

Getting Started with Unity
⏳Modules: 5
Duration ⏰: 1-2 hours worth of material
🏃‍♂️ Self paced
Resource: Unity Learn
🔗 Course Link

Books
Game development with Unity, 2nd Edition
Unity Documentation


#Unity #Game_development
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IT: device to device communication

🆓 Free Online Course
Rating ⭐️: 4.1 out 5
⏰ Duration : 20 hours study
🏃‍♂️ Self paced
👩‍🏫 Source: The Open University


🔗 Course Link


#IT #Communication
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The Beginner's Guide to Bash Scripting and Automation

Empower Yourself with Bash Scripting: A Comprehensive Journey into Automation for Beginners

Rating ⭐️: 4.0 out 5
Students 👨‍🎓 : 29,340
Duration ⏰ : 33 mins on-demand video
⬇️ 1 downloadable resource
Created by 👨‍🏫: Cyber Twinkle

🔗 COURSE LINK

⚠️ Its free for first 1000 enrollments only!


#batch_scripting #automation
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Happy New Year 2025!

Thank you for being part of this amazing journey! Your support and curiosity for programming and big data have made this channel what it is today.

In 2025, let's keep learning, building, and exploring new technologies together. I’m excited to bring you even more insights, tips, and tutorials to help you grow and succeed.

Wishing you a year filled with new opportunities, great ideas, and endless possibilities.

Your @bigdataspecialist

Typescript free courses

Up and Running with TypeScript (Setup videos only)
🎬 8 video lesson
Duration ⏰:  Less than 1 hour of material
🏃‍♂️ Self paced
Teacher: John Lindquist
Resource: egghead.io
🔗 Course Link          
      
React JS with TypeScript Crash Course 2022   
Rating ⭐️: 4.7 out of 5     
Students 👨‍🎓: 9,432
Duration ⏰:  1hr 51min     
Created by:  NAVEEN SAGGAM UiBrains
🔗 Course Link

TypeScript Basics
🎬 33 video lesson
Duration ⏰:  3-4 hours worth of material
🏃‍♂️ Self paced
Teacher: Java Brains
Resource: classcentral
🔗 Course Link

TypeScript Tutorial   
🎬 21 video lesson
🏃‍♂️ Self paced
Resource: Youtube
🔗 Course Link
 
Build JavaScript applications using TypeScript. (No Video)   
⏳Modules:  8
Duration ⏰:  6-7 hours worth of material
☢️ Exercises, Programs
🏃‍♂️ Self paced
Resource: Microsoft
🔗 Course Link

TypeScript basics. (No Video)   
Duration ⏰: 1 week long, 3 hours a week
☢️ Quizes, Programs
🏃‍♂️ Self paced
Resource: executeprogram
🔗 Course Link

TypeScript Deep Dive. (No Video)   
⏳Modules:  12
☢️ Programs, Projects
🏃‍♂️ Self paced
Resource: basarat
🔗 Course Link


TypeScript Documentation


#Typescript #React_with_Typescript
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ChatGPT Prompt Engineering Mastery

Unleash the Power of ChatGPT - Mastering Prompt Engineering Made Easy, Regardless of Your Technical Background

Rating ⭐️: 4.0 out 5
Students 👨‍🎓 : 39,727
Duration ⏰ : 6 hours on-demand video
👩‍💻 Assignments
⬇️ 16 downloadable resources
Created by 👨‍🏫: Chetan Pujari

🔗 COURSE LINK

⚠️ Its free for first 1000 enrollments only!


#chatgpt #prompting
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Git and GitHub free courses

Git & GitHub
🎬 11 video lesson
Duration ⏰:  Less than 1 hour of material
🏃‍♂️ Self paced
Resource: freecodecamp
🔗 Course Link          
      
Git & GitHub Complete Guide   
Rating ⭐️: 4.4 out of 5     
Students 👨‍🎓: 5,046
Duration ⏰:  1hr 56min     
Created by:  HuXn WebDev
🔗 Course Link 

Git and GitHub
🎬 10 video lesson
Duration ⏰:  2-3 hours worth of material
🏃‍♂️ Self paced
Resource: classcentral
🔗 Course Link

Git Started with GitHub   
Rating ⭐️: 4.5 out of 5     
Students 👨‍🎓: 228449
Duration ⏰:  1hr 56min     
Created by:  Jason Taylor
🔗 Course Link

Advanced Git
🎬 17 video lesson
🏃‍♂️ Self paced
Resource: Youtube
🔗 Course Link
 
Source Control for Test Automation with Git   
🎬 13 video lesson
⏳Modules:  8
Duration ⏰:  2-3 hours worth of material
🏃‍♂️ Self paced
Resource: testautomation
🔗 Course Link

Git Branches Tutorial
🎬 16 video lesson
Duration ⏰:  Less than 1 hour of material
🏃‍♂️ Self paced
Resource: freecodecamp
🔗 Course Link

Introduction to version control with Git (interactive Tutorials)   
⏳Modules:  4
⏰ Duration :  2 hrs 41 min
☢️ Exercises
🏃‍♂️ Self paced
Resource: Microsoft
🔗 Course Link


Books
Pro Git book
Git Essentials
Version Control with Git, 2nd Edition - David Stilson


#Git #GitHub
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Master Agile : A Complete Guide for Software Professionals

Agile Techniques with Frameworks, Real-Life Scenarios, Interactive Lessons, Practical Tools, Career-Ready Skills, Jira

Rating ⭐️: 5.0 out 5
Students 👨‍🎓 : 1,572
Duration ⏰ : 4 hours on-demand video
⬇️ 8 downloadable resources
Created by 👨‍🏫: Vishwanatha Hebbar

🔗 COURSE LINK

⚠️ Its free for first 1000 enrollments only!


#agile
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Cloud Computing - What’s on the Horizon

🆓 Free Online Course
💻 Lecture Video
⏰ Duration : Less than 1 hour
🏃‍♂️ Self paced
👩‍🏫 Teacher: Dr. Timothy Chou


🔗 Course Link


#cloud_computing
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Bootstrap free courses

Bootstrap 4 for Responsive Web Design
🎬 13 video lesson
🏃‍♂️ Self paced
Teacher: Brad Hussey
Resource: cosmolearning
🔗 Course Link

How to Create a Website using Bootstrap 4
Rating ⭐️: 4.5 out of 5
Students 👨‍🎓: 11,124
Duration ⏰: 1hr 55min
Created by: Laurence Svekis
🔗 Course Link

Learn Bootstrap by creating a custom admin theme
🎬 22 video lesson
Duration ⏰: 2-3 hours worth of material
🏃‍♂️ Self paced
Teacher: freecodecamp
🔗 Course Link

Code a 'Coming Soon' Landing Page in Bootstrap 4
Rating ⭐️: 4.6 out of 5
Students 👨‍🎓: 48,974
Duration ⏰: 1hr 21min
Created by: Andy Clarke
🔗 Course Link

Getting Started With Bootstrap 4
🎬 12 video lesson
🏃‍♂️ Self paced
Resource: Youtube
🔗 Course Link

Interactive Bootstrap tutorials. (No Video)
⏳Modules: 31
☢️ Exercises, Programs
🏃‍♂️ Self paced
Resource: freecodecamp
🔗 Course Link

Some Useful websites about Bootstrap
tutorialrepublic
bootstrap 4
freecodecamp
bootstrapbay
w3schools
taniarascia

Books
Bootstrap
Bootstrap Essentials
Bootstrap Programming Cookbook


#Bootsrap #Bootstrap_4
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🎉💯2024 Highly demanded Top 100+ IT Training courses FREE Giveaway in Networking, Project Management, Cloud and Cyber security including #CCNA 200-301, #CCNP 350-401 #Comptia, #PMP, #AWS, #Azure #Python, #Excel, #AI, #Google courses...... ⬇️📕

✨Get now & start whenever you want! Don't miss this chance to kickstart your IT career in 2024!✨

👇👇👇https://bit.ly/4ixPlsK

✅Free Cisco #CCNA 200-301 Course - Gateway to IT Networking

Duration: 30+ hours 🔥 Cisco Tutor
🔗Link: https://bit.ly/3OUwvOW

✅AWS Training Course Ebook & Official Guide

🔗Link: https://bit.ly/3VDGWtY

✅ FREE #PMP Course to Help you be Project Manager

Duration: 30+ hours 🔥 PMI Tutor

🔗Link: https://bit.ly/3BvlSPB

🔗📝Download Free #IT Study Materials: https://bit.ly/3ZPcKyI

🔗📲Contact for 1v1 IT Certs Exam Help: https://wa.link/kjvvun
🌐📚 JOIN IT Study GROUP👇: https://chat.whatsapp.com/HqzBlMaOPci0wYvkEtcCDa

Sora (video generation model made by OpenAI, same company that made ChatGPT) has been released!!!

Sign ups are currently at a high so they are unavailable that the moment, but word on the street is its not too far off from what we are already seeing with other generative video models that are currently out.

Everything is happening fast. There are some models from China that have been really showcasing great quality.

The future is about to get even weirder my friends 🤓

C# free courses

C# Tutorial - Full Course for Beginners
🎬 31 video lesson
Duration ⏰: 4-5 hours worth of material
🏃‍♂️ Self paced
Resource: freeCodeCamp
🔗 Course Link

Fundamentals of Programming: Understanding C#
Rating ⭐️: 4.6 out of 5
Students 👨‍🎓: 70,635
Duration ⏰: 10hr 20min
Created by: Jesse Dietrichson
🔗 Course Link

C# Complete Course (C# Tutorial for Beginners + Advance C# OOP Tutorials + C# Console Application + C# Windows Form Application + C# SQL Database)
🎬 44 video lesson
Duration ⏰: 9 hours worth of material
🏃‍♂️ Self paced
Teacher: Coding Cafe
🔗 Course Link

Getting Started with C#
Rating ⭐️: 4.7 out of 5
Students 👨‍🎓: 39067
Duration ⏰: 3hr 20min
Created by: Ervis Trupja
🔗 Course Link

C# - Programming Language | Tutorial
🎬 31 video lesson
🏃‍♂️ Self paced
Resource: Youtube
🔗 Course Link

C# Automation Framework for Web Apps
Rating ⭐️: 4.5 out of 5
Students 👨‍🎓: 12389
Duration ⏰: 48min of on-demand video
Created by: Nikolay Advolodkin
🔗 Course Link

Automated Visual Testing with C#
🎬 11 video lesson
Duration ⏰: 1-2 hours worth of material
🏃‍♂️ Self paced
Teacher: Nikolay Advolodkin
Resource: Test Automation University
🔗 Course Link

Take your first steps with C#. (No Video)
⏳Modules: 8
⏰ Duration: 3 hr 51 min
☢️ Exercises, Programs
🏃‍♂️ Self paced
Resource: Microsoft
🔗 Course Link

Learn C#. (No Video)
⏳Modules: 15
⏰ Duration: 6 weeks long, 1-2 hours a week
☢️ Exercises, Programs
🏃‍♂️ Self paced
Resource: learncs.org
🔗 Course Link


Books
C# Programming Yellow Book
C# Programming Book

#Csharp
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Selenium WebDriver Java Basics + Advance Selenium Framework

Selenium WebDriver Java Automation Testing Framework with Real time Projects, Selenium WebDriver, TestNG, Maven

Rating ⭐️: 4.6 out 5
Students 👨‍🎓 : 18,732
Duration ⏰ : 70.5 hours on-demand video
👩‍💻 42 articles
⬇️ 165 downloadable resources
<> 8 coding exercises
Created by 👨‍🏫: TechLink Selenium | DevOps | GenAI

🔗 COURSE LINK

⚠️ Its free for first 1000 enrollments only!


#selenium #JAVA
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PHP free courses

PHP Programming Language Tutorial - Full Course
🎬 Video lesson
Duration ⏰: 4-5 hours worth of material
🏃‍♂️ Self paced
Taught by: freeCodeCamp.org
🔗 Course Link

PHP for Beginners - Learn the Essentials - PHP 8
Rating ⭐️: 4.5 out of 5
Students 👨‍🎓: 1201
Duration ⏰: 1hr 8min
Created by: Ku Programs
🔗 Course Link

PHP for beginners —The PHP Practitioner
🎬 25 video lesson
Duration ⏰: 4h46min
🏃‍♂️ Self paced
Teacher: Jeffrey Way
Resource: laracasts
🔗 Course Link

Practical PHP: Master the Basics and Code Dynamic Websites
Rating ⭐️: 4.6 out of 5
Students 👨‍🎓: 242,530
Duration ⏰: 6hr 20min
Created by: Brad Hussey
🔗 Course Link

PHP Tutorial for Beginners
🎬 42 video lesson
Duration ⏰: 6 hours worth of material
🏃‍♂️ Self paced
Teacher: The Net Ninja
🔗 Course Link

Basic PHP Development with Bootstrap, GitHub and Heroku
Rating ⭐️: 4.6 out of 5
Students 👨‍🎓: 32,805
Duration ⏰: 4hr 48min
Created by: Trevoir Williams
🔗 Course Link

PHP Basics
🎬 35 video lesson
🏃‍♂️ Self paced
Resource: Youtube
🔗 Course Link

Learn what's new in PHP 7
Rating ⭐️: 4. 8out of 5
Students 👨‍🎓: 36104
Duration ⏰: 3hr 19min
Created by: Lawrence Turton
🔗 Course Link

Interactive PHP tutorials. (No Video)
⏳Modules: 11
☢️ Exercises, Programs
🏃‍♂️ Self paced
Resource: learn-php
🔗 Course Link

Some Useful websites about PHP
learnxinyminutes
tutorialspoint
geeksforgeeks
phptherightway
w3schools

Books
PHP Apprentice
PHP-Documentation
The PHP Handbook


#PHP
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🗄 SQL vs. NoSQL: Choosing the Right Database 🗄

In the ever-evolving world of data, picking the right database can make or break your project. Here’s an easy-to-digest guide to help you decide between SQL and NoSQL databases:

1️⃣ SQL Databases

Structured and reliable, SQL databases are the backbone of systems that need organization and consistency.

✅ Key Features:

Data is stored in tables, with rows and columns.
Relationships between data are predefined and strictly enforced (think foreign keys).
Uses Structured Query Language (SQL) for writing and querying data.
Ensures ACID compliance (Atomicity, Consistency, Isolation, Durability), crucial for transactions.

📊 Best For:

Banking systems (e.g., tracking account balances 💳).
Inventory management (e.g., ensuring stock accuracy 🏬).
Customer Relationship Management (CRM) tools.

📖 Popular Databases:

MySQL
PostgreSQL
Microsoft SQL Server
Oracle

2️⃣ NoSQL Databases

Born from the need to handle modern, complex, and massive datasets, NoSQL databases embrace flexibility and scalability.

✅ Key Features:

Data can be unstructured, semi-structured, or schema-less (e.g., JSON, key-value pairs).
Designed for horizontal scaling—easy to add more servers as data grows.
Prioritizes speed and flexibility over strict consistency (often choosing eventual consistency).
Supports various models:
Document-based (MongoDB)
Key-value stores (Redis)
Wide-column stores (Cassandra)
Graph databases (Neo4j).

📊 Best For:

Social media platforms (e.g., storing dynamic user data 📱).
IoT and real-time applications (e.g., sensor data 🚀).
Big Data (e.g., distributed analytics).

📖 Popular Databases:

MongoDB
Cassandra
DynamoDB
Neo4j

⚔️ SQL vs. NoSQL: How to Decide?

Choose SQL when:
✅ Your data is highly structured and relationships are important.
✅ You need multi-row transactions (e.g., financial systems).
✅ Complex queries and analytics are required.

Choose NoSQL when:
✅ Your data changes frequently or lacks a fixed structure.
✅ You need to handle huge datasets across distributed systems.
✅ Speed and flexibility are more critical than strict consistency.
✨ Fun Analogy:

SQL = A traditional library 🏛: Books are categorized neatly by genre, author, and title for easy access.
NoSQL = A dynamic art studio 🎨: Ideas flow freely, and you can adapt on the go without predefined rules.

🔍 Pro Insight:
Many modern systems use both SQL and NoSQL databases to leverage the strengths of each! For example:

SQL for transactional data.
NoSQL for real-time, scalable components.

Which database fits your next project? 🤔 Let us know in the comments! 🌟

Tesla's Robot takes autonomy to the next level!

It can locate its own charger, plug itself in, and resume work once fully charged—no human intervention needed. ⚡️

A glimpse into the future of truly independent robotics.

OLAP (Online analytical processing) basic explanation

Do you like it? We made it ourselves 😊

Google Cloud Professional Cloud Architect: GCP Certification

Google Cloud Professional Cloud Architect Certification. Become a GCP Cloud Architect, Latest GCP Exam and Case Studies.

Rating ⭐️: 4.3 out 5
Students 👨‍🎓 : 18,732
Duration ⏰ : 22 hours on-demand video
👩‍💻 16 articles
⬇️ 81 downloadable resources
Created by 👨‍🏫: TECHlINK

🔗 COURSE LINK

⚠️ Its free for first 1000 enrollments only!


#google_cloud #GCP
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Web Scraping with BeautifulSoup and Python

🆓 Free Online Course
💻 Lecture Video
⏰ Duration : More than 1 hour
🏃‍♂️ Self paced
👩‍🏫 Teacher: Arham Noman


🔗 Course Link


#web_scraping #beautifulSoup
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Kotlin free courses

Kotlin Course - Tutorial for Beginners
🎬 45 video lesson
Duration ⏰: 2-3 hours worth of material
🏃‍♂️ Self paced
Taught by: freeCodeCamp.org
🔗 Course Link

Kotlin Programming - A Basic Introduction
Rating ⭐️: 4.5 out of 5
Students 👨‍🎓: 486
Duration ⏰: 57mins
Created by: Ricky Wahowa
🔗 Course Link

Android Instagram App with Firebase - Kotlin Android Studio Tutorial - Android Final Year Project Tutorials (fyp projects) - Kotlin Project Tutorials
🎬 16 video lesson
Duration ⏰: 8 hours worth of material
🏃‍♂️ Self paced
Teacher: Coding Cafe
🔗 Course Link

One hour Kotlin guide for beginners
Rating ⭐️: 4.3 out of 5
Students 👨‍🎓: 17,985
Duration ⏰: 1hr 20min of on-demand video
Created by: Tutlets Kkang
🔗 Course Link

Android Basics in Kotlin
📄 Activities
☢️ Quizes
Modules ⏰: 6
🏃‍♂️ Self paced
Teacher: AndroidDev
Source: developers
🔗 Course Link

Kotlin at Light Speed
Rating ⭐️: 4.9 out of 5
Students 👨‍🎓: 1,288
Duration ⏰: 1hr 49min of on-demand video
Created by: Daniel Ciocîrlan
🔗 Course Link

Android Development(Kotlin) Full Course For Beginners
🎬 1 video lesson
Duration ⏰: 12 hours
🏃‍♂️ Self paced
Resource: Youtube
🔗 Course Link

Mastering Kotlin: a Fast Guide to Null Safety (in 30 min)
Rating ⭐️: 4.4 out of 5
Students 👨‍🎓: 12,871
Duration ⏰: 29min of on-demand video
Created by: Skill Centric
🔗 Course Link

Kotlin tips
🎬 12 video lesson
🏃‍♂️ Self paced
Resource: kotlinlang.org
🔗 Course Link


Books
Atomic Kotlin
Kotlin documentation
Learn Kotlin for Android Development
Kotlin Cookbook


#Kotlin
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Programming Abstractions in C++ - Stanford University

Learn about programming abstractions in C++ in this tutorial series

🆓 Free Online Course
🎬 Video lectures
🧮 Handouts
🏃‍♂️ Self paced
📶 Assignments
Source: Stanford University

🔗 Course Link

#Cplusplus
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Please read

I know I’ve been a bit inactive lately due to working overtime (we’ve been developing a unique ML model that identifies ANY clothing in an image and shows you where to buy it with prices—pretty unique 😅), but to keep this community thriving, I really need your engagement and feedback.

If we can’t keep it active together, there might not be much point in continuing, since I’m doing all of this for you (no earning whatsoever) and it takes too much time.

Reminder that I've created 15 telegram channels for each field of IT so everyone can find what they need.
Also we have spent last 2 years building a web platform for you, to get any learning materials for free (almost finished)

So please make sure to answer on all the questions I ask here (including the previous one about our @ai_revolution_bds channel).

Your support really makes all the difference.

Your Big Data Specialist.

👉 Truth Terminal, an AI bot, became a millionaire. Yes you read it right 😅

🤯 Created by New Zealand designer Andy Ayrey, Truth Terminal quickly gained attention for its meme-heavy posts and satirical commentary.

✴️ Bot has it's own Twitter account where he posted some joks.

🤖 But it didn’t stop at jokes. The bot began receiving and promoting meme coins like GOAT, which saw massive value growth.

🤑 Today, its portfolio is worth over $1.5 million, making Truth Terminal the first known AI millionaire!

Machine Learning for Healthcare

🆓 Free Online Course
💻 Lecture Videos
⏰ Duration : More than 1 hour
🏃‍♂️ Self paced
👩‍🏫 Teacher: Prof. Peter Szolovits and Prof. David Sontag
Source : MIT

🔗 Course Link


#programming #machinelearning
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C++ free courses

INTRODUCTION TO C++
📄 Lecture Notes
☢️ Assignments
Duration ⏰: 4 weeks
🏃‍♂️ Self paced
Teacher: Jesse Dunietz, Geza Kovacs, John Marrero
Source: MIT
🔗 Course Link

Learn C++ Programming The Easy Way
Rating ⭐️: 4.5 out of 5
Students 👨‍🎓: 1406
Duration ⏰: 1hr 59min
Created by: W S
🔗 Course Link

C++ - Programming Language | Tutorial
🎬 31 video lesson
Duration ⏰: 4-5 hours worth of material
🏃‍♂️ Self paced
Teacher: Mike Dane
Resource: Class Central
🔗 Course Link

C++ Tutorial for Complete Beginners
Rating ⭐️: 4.5 out of 5
Students 👨‍🎓: 580,274
Duration ⏰: 17hr 59min
Created by: John Purcell
🔗 Course Link

C++ Tutorials
🎬 102 video lesson
Duration ⏰: 23 hours worth of material
🏃‍♂️ Self paced
Teacher: Caleb Curry
🔗 Course Link

Learn C/C++ with Arduino IDE
Rating ⭐️: 4.5 out of 5
Students 👨‍🎓: 10256
Duration ⏰: 53min of on-demand video
Created by: shrey Sharma
🔗 Course Link

C++ Programming Tutorials
🎬 73 video lesson
🏃‍♂️ Self paced
Resource: Youtube
🔗 Course Link

Error reporting in C++
Rating ⭐️: 4.7 out of 5
Students 👨‍🎓: 709
Duration ⏰: 38 min of on-demand video
Created by: Dimitris Platis
🔗 Course Link

Learn Basic Concepts of C++ (No Video)
⏳Modules: 6
☢️ Exercises, Programs
🏃‍♂️ Self paced
Resource: Guru99
🔗 Course Link

Introduction to C++ (No Video)
⏳Modules: 3
☢️ Examples, Quizes
🏃‍♂️ Self paced
Resource: developers.google
🔗 Course Link

LEARN C++ (No Video)
⏳Modules: 23
☢️ Quizes
🏃‍♂️ Self paced
Resource: learncpp
🔗 Course Link

Book
The C++ Language Tutorial
The C++ Programming Language
A Complete Guide to Programming in C++


#Cplusplus
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Python for Penetration Testing

These video courses teach you penetration testing with Python. Also known as a pen test, penetration testing is a simulated attack against a system to check for vulnerabilities.

In this course, you'll learn about sockets, create a TCP server and client, build an Nmap scanner, and other tools and techniques that pen testers use daily.

🆓 Free Online Course
⏰ Duration : More than 1 hour
🏃‍♂️ Self paced
✅ Certification available

🔗 Course Link


#Python #Penetration_Testing
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Video describing current situation in IT industry...

It's unreal how things have changed in just 3 years.

Is it like this in your country as well?

Build local LLM applications using Python and Ollama

Learn to create LLM applications in your system using Ollama and LangChain in Python | Completely private and secure

Rating ⭐️: 4.7 out 5
Students 👨‍🎓 : 2,534
Duration ⏰ : 2 hours on-demand video
👩‍💻 2 articles
2 downloadable resources
Created by 👨‍🏫: Star Tech

🔗 COURSE LINK

⚠️ Its free for first 1000 enrollments only!


#LLM #python
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Want to be a backend architect ?

learn :

1. Microservices Design
Service decomposition, Bounded contexts, Resilience (Circuit Breaker, Bulkheads)

2. Distributed Systems Fundamentals
CAP Theorem, Event sourcing, CQRS, Data consistency models (ACID vs. BASE)

3. High-Performance Data Management
Database partitioning, Index optimization, NoSQL data modeling

4. Advanced API Design
gRPC, GraphQL, API Gateways, Asynchronous APIs

5. Event-Driven Architecture
Kafka, Message queues, Pub/Sub patterns, Saga pattern

6. Cloud-Native Patterns
Container orchestration (Kubernetes), Serverless, Multi-cloud strategies

7. Observability
Distributed tracing (OpenTelemetry), Centralized logging (ELK), Real-time monitoring

8. Infrastructure as Code
Terraform, Helm, Configuration management best practices

9. Advanced Security
Zero Trust, OAuth2, JWT, Data encryption in transit and at rest

10. Scaling Strategies
Load balancing, Sharding, Horizontal vs. vertical scaling

Node js free courses

Node JS Tutorial for Beginners
🎬 37 video lesson
Duration ⏰: 4-5 hours worth of material
🏃‍♂️ Self paced
Resource: Class Central
🔗 Course Link

Node JS API Development for Beginners
Rating ⭐️: 4.5 out of 5
Students 👨‍🎓: 82,105
Duration ⏰: 2hr 47min
Created by: Ryan Dhungel
🔗 Course Link

Beginner's Series to: Node.js
🎬 26 video lesson
🏃‍♂️ Self paced
Teacher: Yohan Lasora
Source: microsoft
🔗 Course Link

MongooseJS Essentials - Learn MongoDB for Node.js
Rating ⭐️: 5 out of 5
Students 👨‍🎓: 82,866
Duration ⏰: 43min of on-demand video
Created by: Patrick Schroeder
🔗 Course Link

Node js Tutorials
🎬 14 video lesson
🏃‍♂️ Self paced
Resource: Youtube
🔗 Course Link

The complete NestJS developer. Enterprise Node.js framework
Rating ⭐️: 4.1 out of 5
Students 👨‍🎓: 25,045
Duration ⏰: 3hr 43min of on-demand video
Created by: Dawid Dominiak
🔗 Course Link

Node.js and Express (No Video)
⏳Modules: 13
☢️ Exercises
🏃‍♂️ Self paced
Resource: fullstackopen
🔗 Course Link

Introduction to NodeJS (No Video)
⏳Modules: 4
☢️ Assignments
🏃‍♂️ Self paced
Resource: theodinproject
🔗 Course Link

Node.JS Tutorial (No Video)
⏳Modules: 10
🏃‍♂️ Self paced
Resource: tutlane
🔗 Course Link


Books
Mastering Node.js
Fullstack Node.js
Web Development with Node and Express


#Node #Node_js #Backend #Express
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AI chatbots are the new priests

AI Chatbots as Virtual Priests: Can They Truly Console?
AI chatbots like "Cathy," developed by TryTank Institute, are designed to offer faith-based guidance, drawing from Episcopal teachings to answer users’ spiritual questions. While Cathy provides practical advice on issues like anxiety and grief, it lacks the genuine empathy and presence a human priest would offer. Experts argue that while bots can provide 24/7 support and information, true spiritual comfort and connection require human interaction that AI cannot replicate. Cathy highlights the potential of faith-based AI but also its limitations in fulfilling deeper emotional needs.


Source-Link : MSN

PHP for Beginners - Learn the Essentials - PHP 8

Learn the basics and become a web development guru while saving time!

Rating ⭐️: 4.7 out 5
Students 👨‍🎓 : 1,129
Duration ⏰ : 1hr 8min of on-demand video
Created by 👨‍🏫 : Ku Programs

🔗 COURSE LINK


#php #testing #php_8
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12 Essential Math Theories for AI
Understanding AI requires a foundation in core mathematical concepts. Here are twelve key theories that deepen your AI knowledge:

Curse of Dimensionality:
Challenges with high-dimensional data.
Law of Large Numbers:
Reliability improves with larger datasets.
Central Limit Theorem:
Sample means approach a normal distribution.
Bayes' Theorem:
Updates probabilities with new data.
Overfitting & Underfitting:
Finding balance in model complexity.
Gradient Descent:
Optimizes model performance.
Information Theory:
Efficient data compression.
Markov Decision Processes:
Models for decision-making.
Game Theory:
Insights on agent interactions.
Statistical Learning Theory:
Basis for prediction models.
Hebbian Theory:
Neural networks learning principles.
Convolution:
Image processing in AI.

Familiarity with these theories will greatly enhance understanding of AI development and its underlying principles. Each concept builds a foundation for advanced topics and applications.

CSS free courses

CSS Essential Training
Rating ⭐️: 4.7 out of 5
🎬 71 video lessons
⏳Modules: 8
📄 Projects
☢️ Quizes
🏃‍♂️ Self paced
Teacher: Christina Truong
Source: LinkedIn Learning
🔗 Course link

XHTML and CSS
Rating ⭐️: 4.4 out of 5
🎬 46 video lesson
🏃‍♂️ Self paced
Teacher: Prof. Bucky Roberts
Source: freevideolectures
🔗 Course Link

CSS: Zero to Hero in CSS by Styling a Website from Scratch
Rating ⭐️: 4.7 out of 5
Students 👨‍🎓: 25,847
Duration ⏰: 6hr 17min
Created by: Jad Khalili
🔗 Course link

Intro to CSS
🎬 24 video lesson
🏃‍♂️ Self paced
📄 Notes, Documentation
☢️ Challenges, Projects
Teacher: Pamela
Source: Khan Academy
🔗 Course link

Learn CSS
🎬 45 video lesson
Duration ⏰: More than 2 hours
🏃‍♂️ Self paced
Resource: ilovecoding
🔗 Course link

Responsive Layout with CSS
Rating ⭐️: 4.7 out of 5
🎬 48 video lesson
⏳Modules: 5
⏰ Duration: 2h 32m
🏃‍♂️ Self paced
Teacher: Clarissa Peterson
Source: LinkedIn Learning
🔗 Course link

Level Up Your CSS Animation Skills
🎬 30 video lesson
Duration ⏰: 3-4 hours worth of material
🏃‍♂️ Self paced
Resource: Class Central
🔗 Course link

Learn Basic CSS by Building a Cafe Menu (No Video)
92Interactive lessons
🏃‍♂️ Self paced
Resource: freecodecamp
🔗 Course link


Books
HTML & CSS: The Complete Reference, Fifth Edition (Complete Reference Series)
HTML & CSS Design and Build Websites
CSS Cheat Sheet

#CSS
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Prompt Engineering Tutorial – Master ChatGPT and LLM Responses

Learn prompt engineering techniques to get better results from ChatGPT and other LLMs.

🆓 Free Online Course
⏰ Duration : More than 1 hour
🏃‍♂️ Self paced
🎬 Video lesson
Created by 👨‍🏫 : aniakubow


🔗 Course Link


#prompt_engineering
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Getting Started With Test Automation Using Selenium

Learn about software testing flow, role of test automation, Selenium IDE, Selenium WebDriver and Selenium Grid

Rating ⭐️: 4.6 out 5
Students 👨‍🎓 : 52,737
Duration ⏰ : 1hr 11min of on-demand video
Created by 👨‍🏫 : Ganesh Sahai

🔗 COURSE LINK


#selenium #testing #test_automation
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Hello everyone,

I've been less active lately due to work deadlines ahead of the shopping season. During this time, we've seen an increase in spam and scams in the group. To address this, I’ve added spam filters and restricted link sharing to keep everyone safe.

I’ve also brought on two new team members to improve our Python and Web Dev channels.
There’s still an open position for our Data Science channel.

If you’re interested and have at least basic knowledge of data science and are willing to learn more, message me at @mldatascientist.

Thank you!

Flutter Course for Beginners – 37-hour Cross Platform App Development Tutorial

Learn how to use Flutter in this complete course for beginners. Flutter is an open-source UI software development kit used to create cross-platform applications for iOS, Android, Windows, Mac, and more.

🆓 Free Online Course
🎬 Video lectures
🏃‍♂️ Self paced
Teacher 👨‍🏫 : Vandad Nahavandipoor
Source: Freecodecamp

🔗 Course Link

#flutter
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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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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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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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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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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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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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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.

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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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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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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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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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


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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

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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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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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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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

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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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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Enjoy our content? Advertise on this channel and reach a highly engaged audience! 👉🏻

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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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Hours after Apple's iPhone 16 launch, Huawei unveils world's first triple-foldable smartphone

Huawei has unveiled its latest smartphone, the Mate XT Ultimate Design, just hours after Apple introduced the iPhone 16. The timing of this launch seems aimed at overshadowing Apple, especially in the Chinese market, where the competition between the two tech giants is fierce. Apple's new iPhones came with some upgrades but there was no major change in design language. Huawei’s Mate XT, on the other hand, aims to impress with an all-new form factor.
The Mate XT Ultimate Design has a unique triple-folding display, which allows the phone to transform from a regular-sized device into a 10.2-inch tablet. Users can switch between three modes: When folded once, it acts as a 6.4-inch phone. When folded twice, it turns into a 7.9-inch screen. Fully unfolded, it provides a 10.2-inch display, which is undeniably a large tablet.


Source-Link: businesstoday

Free Java Courses

Learn Java 8 - Full Tutorial for Beginners
by: FreeCodeCamp
🆓 Free Online Course
🎬 14 lessons
⏰ 10 hours worth of material
🏃‍♂️ Self paced
🔗 Course link

Java Programming Basics
Rating ⭐️: 4.6 out of 5
Students 👨‍🏫: 143,184 students
Duration ⏰: 2hr 48min of on-demand video
Created by: Charles Mulic
🔗 Course link

Java Tutorial for Beginners
by: Mosh
🆓 Free Online Course
⏰ 2h 30 min
🏃‍♂️ Self paced
🔗 Course link

Java for beginners: Java basics - Programming Fundamentals
Rating ⭐️: 4.5 out of 5
Students 👨‍🏫: 10,093 students
Duration ⏰: 1hr 49min of on-demand video
Created by: Andrii Piatakha, Learn IT University
🔗 Course link

Functional Programming in Java - Full Course
🆓 Free Online Course
⏰ 2h 30 min
🏃‍♂️ Self paced
Source: freeocdecamp
🔗 Course link

Java Programming, Lambda and more (Java 13, 12, 11, 10, 9,8)
Rating ⭐️: 4.6 out of 5
Students 👨‍🏫: 40,473 students
Duration ⏰: 12hr 37min of on-demand video
Created by: Syed Ahmed
🔗 Course link

Software construction in Java by MIT (open source MIT library)
⏰ Length: 14 weeks
🏃‍♂️ Self paced
Source: MIT
Teacher 👨‍🏫 : Rob Miller
🔗 Course link

Java Multithreading
Rating ⭐️: 4.6 out of 5
Students 👨‍🏫: 284,786 students
Duration ⏰: 2hr 58min of on-demand video
Created by: John Purcell
🔗 Course link

Java Programming
🆓 Free Online Course
⏰ more than 2 hours
🏃‍♂️ Self paced
Source: Test automation university
🔗 Course link

Java Tutorial for Absolute Beginners
Rating ⭐️: 4.4 out of 5
Students 👨‍🏫: 61,070 students
Duration ⏰: 9hr 9min of on-demand video
Created by: Ashok Tulachan
🔗 Course link

Learn Java Programming For Beginners | Core Java Tutorial | Java Basics | Great Learning
⏰ Free Online Course
🎬 11 video lessons
Duration ⏰: 2-3 hours worth of material
🏃‍♂️ Self paced
👨‍🏫 Teacher: Faizan Pervez
Offered by: Great Learning
🔗 Course link

Java Programming
🆓 Free Online Course
🧮 Plenty of Exercises
🏃‍♂️ Self paced
🔗 Course link

Java Full Course ☕️
by: Bro Code
⏰ Duration: 12h
🏃‍♂️ Self paced
Source: YouTube
🔗 Course link


Books and Cheat Sheets
Java Fundamentals
100+ java programs with output
Ultimate Java Cheat Sheet


#Java
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Data Analyst Bootcamp

Complete all of the videos and projects and earn a free certificate!

🆓 Free Online Course
⏰ Duration : More than 1 week
🏃‍♂️ Self paced
74 Videos
Projects
Free certificate

🔗 Course Link


#dataanalytics
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Basics of C# and Unity for Complete Beginners

Learn How to Make a Simple 2D Game in Unity

Rating ⭐️: 4.7 out 5
Students 👨‍🎓 : 12,038
Duration ⏰ : 1hr 44min of on-demand video
Created by 👨‍🏫 : Alex Dev

🔗 COURSE LINK


#C_sharp
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System Design Interview: Design WhatsApp

In this system design interview scenario, we’re asked to design a messaging app similar to WhatsApp.

While a real interview might focus on one or more functionalities of the app, in this article, we’ll take a high-level overview of the system’s architecture, and then you could explore specific areas in more depth if needed.

Clarifying Functional Requirements
Clarifying Non-functional requirements
Estimation: Data Math
With 10 billion daily messages, we have roughly 10B messages / 86,400 seconds per day = 115,740 messages per second (MPS). Doubling within a year means we should plan for 115,740 * 2 = 231,480 MPS.

Assuming 200 bytes per message, daily storage is 10B messages * 200 bytes = 2 terabytes (TB). And yearly storage with growth is approximately 2TB * 365 days * 2 = 1.5 petabytes (PB).
It’s important to note that we calculated averages, but systems need to handle peak traffic, which could be significantly higher than the average MPS.

🔗 Read More

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

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
by Kaggle
🎬 13 video lesson
Duration ⏰: 2 hours worth of material
🔗 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 Model Compression Algorithms
Rating ⭐️: 4.6 out of 5
Students 👨‍🎓: 2317
Duration ⏰: 1hr of on-demand video
Created by easy peasy
🔗 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
Deep Learning Book
The Little Book of Deep Learning


#Deep_Learning #deeplearning #dl #machinelearning
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