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Forwarded from Coding interview preparation
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 SOAP, though reliable for enterprise apps, feels outdated with its XML complexity.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.
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 SOAP, though reliable for enterprise apps, feels outdated with its XML complexity.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.
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
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more👈
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
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist 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/
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/
Forwarded from Data science/ML/AI
Data Science Full Course For Beginners
⏰ 24 hours long
Created by IBM ✅
https://www.youtube.com/watch?v=WlLgysXJ0Ec
#datascience
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @datascience_bds for more👈
⏰ 24 hours long
Created by IBM ✅
https://www.youtube.com/watch?v=WlLgysXJ0Ec
#datascience
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @datascience_bds for more👈
YouTube
Data Science Full Course - Complete Data Science Course | Data Science Full Course For Beginners IBM
⭐⭐⭐⭐🕑TIME STAMP IS IN THE COMMENTS SECTION📋⭐⭐⭐⭐⭐
What you'll learn
✅Master the most up-to-date practical skills and knowledge that data scientists use in their daily roles
✅Learn the tools, languages, and libraries used by professional data scientists, including…
What you'll learn
✅Master the most up-to-date practical skills and knowledge that data scientists use in their daily roles
✅Learn the tools, languages, and libraries used by professional data scientists, including…
Do you track new LLMs like OpenAI's O1/O3 mini or DeepSeek models?
Anonymous Poll
64%
yes
20%
no
16%
I don't even know what it is
💾🎮 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/
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/
Knight Lab's SQL Murder Mystery
Use SQL queries to solve the murder mystery. Suitable for beginners or experienced SQL sleuths.
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 bigdataspecialistbl@gmail.com 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.
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 bigdataspecialistbl@gmail.com 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.
Programming, data science, ML - free courses by Big Data Specialist
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…
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❗️
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❗️
Forwarded from Talks with ChatGPT
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 😊
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 😊
YouTube is free education.
Here are
1. Python
- Python Programming Full Course (12 Hours) by freeCodeCamp
https://www.youtube.com/watch?v=rfscVS0vtbw
2. JavaScript
- JavaScript Tutorial for Beginners by Traversy Media
https://www.youtube.com/watch?v=hdI2bqOjy3c
3. Java
- Java Full Course – Learn Java in 8 Hours by Programming with Mosh
https://www.youtube.com/watch?v=UmnCZ7-9yDY
4. C++
- C++ Programming Tutorial for Beginners by freeCodeCamp
https://www.youtube.com/watch?v=vLnPwxZdW4Y
5. C#
- C# Tutorial – Full Course for Beginners by Bro Code
https://www.youtube.com/watch?v=GhQdlIFylQ8
6. HTML and CSS
- HTML Full Course – Build a Website Tutorial by freeCodeCamp
https://www.youtube.com/watch?v=pQN-pnXPaVg
- CSS Tutorial – Full Course for Beginners by freeCodeCamp
https://www.youtube.com/watch?v=ieTHC78giGQ
7. SQL
- SQL Tutorial – Full Database Course for Beginners by freeCodeCamp
https://www.youtube.com/watch?v=HXV3zeQKqGY
8. Swift
- Swift Programming Tutorial for Beginners by CodeWithChris
https://www.youtube.com/watch?v=comQ1-x2a1Q
9. Kotlin
- Kotlin Full Course – Learn Kotlin in 4 Hours by freeCodeCamp
https://www.youtube.com/watch?v=F9UC9DY-vIU
10. Go (Golang)
- Go Programming Language Tutorial – Full Course by freeCodeCamp
https://www.youtube.com/watch?v=YS4e4q9oBaU
EDIT: I FORGOT C language 🤯🤯🤯
Luckily our follower reminded me
11.1 C Programming Tutorial for Beginners
This comprehensive course provides a full introduction to the core concepts of the C programming language.
https://www.youtube.com/watch?v=KJgsSFOSQv0
11.2 C Programming All-in-One Tutorial Series (10 HOURS!)
An extensive 10-hour tutorial series covering various aspects of C programming, suitable for beginners and intermediate learners.
https://www.youtube.com/watch?v=Bz4MxDeEM6k
11.3 C Programming Tutorial | Learn C programming | C language
This tutorial offers a detailed overview of C programming, focusing on fundamental concepts and practical examples.
https://www.youtube.com/watch?v=-CpG3oATGIs
These courses are well-regarded and provide a solid foundation in their respective programming languages.
Here are
best free
YT courses for each programming language:1. Python
- Python Programming Full Course (12 Hours) by freeCodeCamp
https://www.youtube.com/watch?v=rfscVS0vtbw
2. JavaScript
- JavaScript Tutorial for Beginners by Traversy Media
https://www.youtube.com/watch?v=hdI2bqOjy3c
3. Java
- Java Full Course – Learn Java in 8 Hours by Programming with Mosh
https://www.youtube.com/watch?v=UmnCZ7-9yDY
4. C++
- C++ Programming Tutorial for Beginners by freeCodeCamp
https://www.youtube.com/watch?v=vLnPwxZdW4Y
5. C#
- C# Tutorial – Full Course for Beginners by Bro Code
https://www.youtube.com/watch?v=GhQdlIFylQ8
6. HTML and CSS
- HTML Full Course – Build a Website Tutorial by freeCodeCamp
https://www.youtube.com/watch?v=pQN-pnXPaVg
- CSS Tutorial – Full Course for Beginners by freeCodeCamp
https://www.youtube.com/watch?v=ieTHC78giGQ
7. SQL
- SQL Tutorial – Full Database Course for Beginners by freeCodeCamp
https://www.youtube.com/watch?v=HXV3zeQKqGY
8. Swift
- Swift Programming Tutorial for Beginners by CodeWithChris
https://www.youtube.com/watch?v=comQ1-x2a1Q
9. Kotlin
- Kotlin Full Course – Learn Kotlin in 4 Hours by freeCodeCamp
https://www.youtube.com/watch?v=F9UC9DY-vIU
10. Go (Golang)
- Go Programming Language Tutorial – Full Course by freeCodeCamp
https://www.youtube.com/watch?v=YS4e4q9oBaU
EDIT: I FORGOT C language 🤯🤯🤯
Luckily our follower reminded me
11.1 C Programming Tutorial for Beginners
This comprehensive course provides a full introduction to the core concepts of the C programming language.
https://www.youtube.com/watch?v=KJgsSFOSQv0
11.2 C Programming All-in-One Tutorial Series (10 HOURS!)
An extensive 10-hour tutorial series covering various aspects of C programming, suitable for beginners and intermediate learners.
https://www.youtube.com/watch?v=Bz4MxDeEM6k
11.3 C Programming Tutorial | Learn C programming | C language
This tutorial offers a detailed overview of C programming, focusing on fundamental concepts and practical examples.
https://www.youtube.com/watch?v=-CpG3oATGIs
These courses are well-regarded and provide a solid foundation in their respective programming languages.
YouTube
Learn Python - Full Course for Beginners [Tutorial]
This course will give you a full introduction into all of the core concepts in python. Follow along with the videos and you'll be a python programmer in no time!
Click the ⚙️ to change to a dub track in Spanish, Arabic, or Portuguese, or Hindi.
(Hindi dubbed…
Click the ⚙️ to change to a dub track in Spanish, Arabic, or Portuguese, or Hindi.
(Hindi dubbed…
Programming, data science, ML - free courses by Big Data Specialist
YouTube is free education. Here are best free YT courses for each programming language: 1. Python - Python Programming Full Course (12 Hours) by freeCodeCamp https://www.youtube.com/watch?v=rfscVS0vtbw 2. JavaScript - JavaScript Tutorial for Beginners by…
I forgot to add C course up here ☝️
Our subscriber rightfully corrected me, thanks 🙏
I edited previous post and as a "punishment," I’ll also prepare a massive post filled with books, notes, PDFs, and, of course, courses from various sources on the C programming language!
Our subscriber rightfully corrected me, thanks 🙏
I edited previous post and as a "punishment," I’ll also prepare a massive post filled with books, notes, PDFs, and, of course, courses from various sources on the C programming language!
Guys, The AI landscape is evolving at a mind-blowing pace, with groundbreaking models emerging daily.
Since DeepSeek's launch, the pace has accelerated even more.
Just in last few days this happened:
🔹 OpenAI released ChatGPT 4.5
🔹Musk's xAI released Grok 3 (allegedly the most powerful AI model on the planet Earth),
🔹Microsoft released Muse to generate gameplay by understanding 3D environments and physics,
🔹 Alibaba has released Qwen 2.5-Max, an AI model it claims surpasses DeepSeek V3 in performance.
🔹 Anthropic's releasd Claude 3.7 Sonnet (Claude is best model for code generation)
I'll cover these developments in my AI Revolution and Tech News channels—join us to explore the incredible, and most importantly possibilities AI offers.
Note: The future of these channels depends on your engagement and activity. I’ll do my best to keep you informed with all the important updates, but if there isn’t enough interest, we may have to close them as they take a lot of time to maintain. Thanks for understanding.
Since DeepSeek's launch, the pace has accelerated even more.
Just in last few days this happened:
🔹 OpenAI released ChatGPT 4.5
🔹Musk's xAI released Grok 3 (allegedly the most powerful AI model on the planet Earth),
🔹Microsoft released Muse to generate gameplay by understanding 3D environments and physics,
🔹 Alibaba has released Qwen 2.5-Max, an AI model it claims surpasses DeepSeek V3 in performance.
🔹 Anthropic's releasd Claude 3.7 Sonnet (Claude is best model for code generation)
I'll cover these developments in my AI Revolution and Tech News channels—join us to explore the incredible, and most importantly possibilities AI offers.
Note: The future of these channels depends on your engagement and activity. I’ll do my best to keep you informed with all the important updates, but if there isn’t enough interest, we may have to close them as they take a lot of time to maintain. Thanks for understanding.
Telegram
AI Revolution
Discover the coolest AI tools and learn how AI is transforming our world! Stay tuned for tips, trends, and ways AI can make life easier and more innovative.
Programming, data science, ML - free courses by Big Data Specialist pinned «Guys, The AI landscape is evolving at a mind-blowing pace, with groundbreaking models emerging daily. Since DeepSeek's launch, the pace has accelerated even more. Just in last few days this happened: 🔹 OpenAI released ChatGPT 4.5 🔹Musk's xAI released Grok…»
Forwarded from Data science/ML/AI
AI Agents Course
by Hugging Face 🤗
This free course will take you on a journey, from beginner to expert, in understanding, using and building AI agents.
https://huggingface.co/learn/agents-course/unit0/introduction
by Hugging Face 🤗
This free course will take you on a journey, from beginner to expert, in understanding, using and building AI agents.
https://huggingface.co/learn/agents-course/unit0/introduction
🚀 Let's Learn SQL Together!
Starting tomorrow, we’re kicking off a brand-new SQL/MySQL learning series! 🎉
📅 Every Monday we’ll share a new lesson, guiding you step by step—from the fundamentals to more advanced concepts. But first, tomorrow, we’ll drop a roadmap so you know exactly what to expect!
I feel like we’ve all been a bit passive here, and this is our chance to do something proactive—to learn, grow, and build real skills together.
Your participation is key! If this goes well, we’ll expand into other topics and keep adding valuable content for you.
🔥 Who's in? Drop a 🔥 if you're excited! 🔥
Much love from @bigdataspecialist
#SQL #MySQL #LearnTogether #NewSeries
Starting tomorrow, we’re kicking off a brand-new SQL/MySQL learning series! 🎉
📅 Every Monday we’ll share a new lesson, guiding you step by step—from the fundamentals to more advanced concepts. But first, tomorrow, we’ll drop a roadmap so you know exactly what to expect!
I feel like we’ve all been a bit passive here, and this is our chance to do something proactive—to learn, grow, and build real skills together.
Your participation is key! If this goes well, we’ll expand into other topics and keep adding valuable content for you.
🔥 Who's in? Drop a 🔥 if you're excited! 🔥
Much love from @bigdataspecialist
#SQL #MySQL #LearnTogether #NewSeries
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Java 24 Launch (Live from JavaOne 2025)
Today is Java 24 release.
Stream has just started, but I feel like quality can be a little bit better honestly.
You can watch it live here:
https://www.youtube.com/watch?v=mk_2MIWxLI0
~~~ TODAY'S PROGRAM SCHEDULE ~~~
15:00 UTC: Java 24 Overview with Mikael Vidstedt
15:30 UTC: JavaOne Opening Keynote "Our World, Moved by Java"
-- Cutting Edge Demos
-- Garbage Collection Performance Insights
-- News About Java in Education
-- ...and more
17:15 UTC: Java 24 Deep Dive
-- AOT Caching with Dan Heidinga
-- Stream Gatherers with Viktor Klang
Today is Java 24 release.
Stream has just started, but I feel like quality can be a little bit better honestly.
You can watch it live here:
https://www.youtube.com/watch?v=mk_2MIWxLI0
~~~ TODAY'S PROGRAM SCHEDULE ~~~
15:00 UTC: Java 24 Overview with Mikael Vidstedt
15:30 UTC: JavaOne Opening Keynote "Our World, Moved by Java"
-- Cutting Edge Demos
-- Garbage Collection Performance Insights
-- News About Java in Education
-- ...and more
17:15 UTC: Java 24 Deep Dive
-- AOT Caching with Dan Heidinga
-- Stream Gatherers with Viktor Klang
YouTube
Java 24 Launch - Live from JavaOne 2025
March 18th isn't just the first day of JavaOne, it is also the release day for Java 24 and so the live stream will center around Java's latest release as well as the opening keynote. Nicolai will be your host with expert guests Mikael Vidstedt, and Viktor…