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


Гео и язык канала: Весь мир, Английский
Категория: Образование


Free courses and learning materials:
Data science
ML
AI
Programming
Contact: @mldatascientist
Buy ads: https://telega.io/c/bigdataspecialist
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Ig: https://www.instagram.com/bigdataspecialist
https://discord.gg/f4sXD37H9q

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Гео и язык канала
Весь мир, Английский
Категория
Образование
Статистика
Фильтр публикаций


Репост из: 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


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.


Репост из: Coding interview preparation
API Protocols


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!


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 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

These courses are well-regarded and provide a solid foundation in their respective programming languages.


Репост из: 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 😊


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 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.


💾🎮 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/


https://mystery.knightlab.com/


Do you track new LLMs like OpenAI's O1/O3 mini or DeepSeek models?
Опрос
  •   yes
  •   no
  •   I don't even know what it is
35 голосов




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/

4k 0 2 13 17

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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👉Join @bigdataspecialist for more👈


Репост из: 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.


Репост из: Tech News
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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👉Join @bigdataspecialist for more👈


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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👉Join @bigdataspecialist for more👈


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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👉Join @bigdataspecialist for more👈


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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👉Join @bigdataspecialist for more👈


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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👉Join @bigdataspecialist for more👈

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