The Generative AI Learning Roadmap
Generative AI is a type of AI that can create new content based on what it has learned from existing knowledge. It has the potential to revolutionize human learning.


1- Learn about important concepts like Probability, Statistics, Calculus, and Linear Algebra.

2- Understand the working of foundational models like GPT, MetaAI’s Llama, Gemini, DeepSeek, and Claude.

3- Learn the GenAI development stack that includes Python, Language, ChatGPT APIs, Prompt Engineering, VectorDB, DeepSeek, Llama, and Huggingface.

4- Learn how to train and fine-tune a foundation model.

5- Understand the role of AI Agents and how to build one using GenAI tools.

6- Learn about GenAI models for computer vision such as GAN (Generative Adversarial Networks), MidJourney, DALL E, Flux, and so on.

7 - Make use of GenAI Learning Resources such as DeepLearning AI platform, Kaggle, Generative AI Insider’s Guide by ByteByteGo, Google Labs, and Nvidia Learning platforms.

🆔 @programmers_street

مایکروسافت یه دوره ی رایگان گذاشته برای یادگیری AI Agentها...
تمرکزش روی استفاده از تکنولوژی های مایکروسافته، مثال های متعددی داره و فریم ورکهای مختلفی رو برای ساخت ایجنت معرفی کردن...

https://github.com/microsoft/ai-agents-for-beginners/tree/main


#هوش_مصنوعی
🆔 @programmers_street

Turn any webpage into a desktop app with Rust.

🔗 https://github.com/tw93/Pake


🆔 @programmers_street

دنبال یه منبع خوب برای آموزش
Data Analysis, Excel, PowerBI ،Python, SQL
هستید؟
پیشنهاد میکنم حتما یه سر به این چنل بزنید

The Channel: Chandoo

❯ FREE Data Analyst Course
https://youtube.com/playlist?list=PLmejDGrsgFyCD25L2XEKESQEw8smsY6WO

❯ Excel
https://youtube.com/playlist?list=PLmejDGrsgFyCZ4YC5s8mgdQztj7zt5to5

❯ Power BI
https://youtube.com/playlist?list=PLmejDGrsgFyDMME3o2CamamZ8w9NxSWWo

❯ Python + SQL
https://youtube.com/playlist?list=PLmejDGrsgFyBczq04GElEwIgnPv94iQ2G

#پایتون #علم_داده

🆔 @programmers_street

Web-scrape like hackers

https://github.com/bjesus/pipet


🆔 @programmers_street

دوره های رایگان مایکروسافت برای مبتدیان Data Science and AI/ML :


1. Data Science for Beginners

A 10-week, 20-lesson curriculum.

https://microsoft.github.io/Data-Science-For-Beginners/

2. ML for Beginners

    - 12-week, 26-lesson curriculum
    - For absolute beginners
    - Learn ML using Scikit-learn

https://microsoft.github.io/ML-For-Beginners/

3. AI for Beginners

    - 12-week, 24-lesson curriculum
    - Absolute beginner friendly
    - Practical lessons, quizzes, and labs
    - Covers tools like TensorFlow and PyTorch

https://microsoft.github.io/AI-For-Beginners/

4. Generative AI for Beginners

21 Lessons teaching everything you need to know to start building Generative AI applications.

https://microsoft.github.io/generative-ai-for-beginners/


#پایتون #علم_داده #هوش‌_مصنوعی

🆔 @programmers_street

An amazing course on Deep Learning from MIT that is regularly being updated

https://www.youtube.com/playlist?list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI


#یادگیری_ماشین
@programmers_street

Playlist of Pytorch tutorials to implement all major Deep Learning models

https://www.youtube.com/playlist?list=PLhhyoLH6IjfxeoooqP9rhU3HJIAVAJ3Vz

#پایتون #یادگیری_ماشین


🆔 @programmers_street

Complete LLM boot camp course

https://youtube.com/playlist?list=PL1T8fO7ArWleyIqOy37OVXsP4hFXymdOZ&si=0RC1WvrEeFw6ao_r


#پایتون #یادگیری_ماشین


🆔 @programmers_street

If you want to practice your full-stack dev skills, here's a fun course for you.

You'll build a Fiverr clone using popular tools like Next.js, React, and Tailwind CSS.

The course covers coding the front & back ends, database design, dynamic content, & more.…

🔗 https://youtu.be/s5YM1kH1ht8?si=cqhzKstNdawjWrHf


معرفی منابع آموزشی مهندسی کامپیوتر 👇👇
📲 @programmers_street

اگه میخوای علم داده و ماشین لرنینگ رو توی ۱۰۰ روز یاد بگیری این چنل یوتیوب می تونه بهت کمک کنه

- 100 Days of ML
- Math for ML
- 100 Days of DL

The channel: CampusX

❯ 100 Days of ML
https://youtube.com/playlist?list=PLKnIA16_Rmvbr7zKYQuBfsVkjoLcJgxHH

❯ Maths for ML
https://youtube.com/playlist?list=PLKnIA16_RmvbYFaaeLY28cWeqV-3vADST

❯ 100 Days of DL
https://youtube.com/playlist?list=PLKnIA16_RmvYuZauWaPlRTC54KxSNLtNn


معرفی منابع آموزشی مهندسی کامپیوتر 👇👇
📲 @programmers_street

cheat sheets for programmers (all free):

Data Science Cheatsheet

https://github.com/aaronwangy/Data-Science-Cheatsheet

SQL Cheatsheet

sqltutorial.org/sql-cheat-sheet

https://www.sqltutorial.org/wp-content/uploads/2016/04/SQL-cheat-sheet.pdf

Java Programming Cheatsheet

https://introcs.cs.princeton.edu/java/11cheatsheet/

Data Analytics Cheatsheets

https://dataanalytics.beehiiv.com/p/data

HTML Cheatsheet

https://web.stanford.edu/group/csp/cs21/htmlcheatsheet.pdf

htmlcheatsheet.com

CSS Cheatsheet

htmlcheatsheet.com/css


📲 @programmers_street

Ollama is a powerful open source tool that lets you run LLMs right in your local environment.

Local LLMs give you more control, privacy, and customization options than those run in the cloud.

This course teaches you how Ollama works by building three projects.

https://www.freecodecamp.org/news/local-ai-development-with-ollama-course/


📲 @programmers_street

دوره های رایگان MIT برای وردد به حوزه علم داده

1. MIT ➟ Introduction to Algorithms
https://youtube.com/playlist?list=PLUl4u3cNGP63EdVPNLG3ToM6LaEUuStEY

2. MIT ➟ Design and Analysis of Algorithms
https://youtube.com/playlist?list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp

3. Harvard ➟ Advance Algorithms
https://youtube.com/playlist?list=PL2SOU6wwxB0uP4rJgf5ayhHWgw7akUWSf

4. MIT ➟ Advanced Data Structures
https://youtube.com/playlist?list=PLUl4u3cNGP61hsJNdULdudlRL493b-XZf



#علم_داده

🆔 @programmers_street