Here is the list of resources to learn Data Structures and Algorithms from beginner to advance:

📑 Prerequisite - MIT's Mathematics for Computer Science:
🔸 https://lnkd.in/ejdPkSs

📌 Khan Academy - Intro to algorithms:
🔸 https://lnkd.in/e8ZUWwz

📌 Introduction to Algorithms Book by Charles E. Leiserson, Clifford Stein, Ronald Rivest, and Thomas H. Cormen:
🔸 https://lnkd.in/e8iqvwn

📌 GeeksforGeeks - Data Structures Tutorials:
🔸https://lnkd.in/eiFACVV

📌 MIT - Introduction to Algorithms:
🔸 https://lnkd.in/eKavb3T

📌 Coursera - Data Structures and Algorithms Specialization:
🔸 https://lnkd.in/eDk8ZuY

📌 Coursera - Algorithms Specialization:
🔸 https://lnkd.in/ejJw5TV

📌 MIT - Advanced Data Structures:
🔸 https://lnkd.in/eKA7FD2

📌 GeeksforGeeks - Advanced Data Structures Tutorials:
🔸 https://lnkd.in/eu2J-Bm

💡 I also found this interesting website which explains Data Structures and Algorithms through animations -

🔸 https://visualgo.net/en


#منابع
#datastructures #algorithms #mathematics #machinelearning #computerscience

✴️ @AI_Python_EN
❇️ @AI_Python

for AI researchers.

Here are some of the papers I really liked

1. Text generation with GAN's

https://lnkd.in/f8fb9zC

2. Unsupervised image to image translation

https://lnkd.in/fJnvacb

3. Deep nets with box convolutions.

https://lnkd.in/fum8ded

4.middle out decoding

https://lnkd.in/fkGBGqr

#مقاله
#machinelearning #deeplearning #artificialintelligence #computervision #nlp #neuralnetworks


✴️ @AI_Python_EN
❇️ @AI_Python

🗒Photo Wake-Up: 3D Character Animation from a Single Photo.
📗PDF

#arXiv
🗣 @AI_Python_arXiv
✴️ @AI_Python_EN
❇️ @AI_Python

🔥To our new subscribers 🔥

If you have trouble reading our posts in farsi which is 100% normal if you are not a native persian speaker 😃 i invite you to join english version of our channel:
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PS: we have another channel called arXiv with a great AI bot that posts significant and recent articles submitted to arXiv on a daily basis:
🗣 @AI_Python_Arxiv

Thank you for joining our community of AI researchers and Python users.

Meysam Asgari on behalf of ai_python admins team.

❇️ @AI_Python

Python for Data Science:
Season 01: Python
Episode 01
⭐️مقدمات و توضیحات کلی
⌚️زمان: 4 دقیقه
👤مدرس: میثم عسگری
@sep_python
@ai_python
@cominsys_channel

Python for Data Science:
Season 01: Python
Episode 02
⭐️شروع کار، متغیرها، اولین برنامه و لیست دیکشنری تاپل و ست
⌚️زمان: 40 دقیقه
👤مدرس: میثم عسگری
@sep_python
@ai_python
@cominsys_channel

🔥To our new subscribers 🔥

If you have trouble reading our posts in farsi which is 100% normal if you are not a native persian speaker 😃 i invite you to join english version of our channel:

✴️ @AI_Python_EN

PS: we have another channel called arXiv with a great AI bot that posts significant and recent articles submitted to arXiv on a daily basis:

🗣 @AI_Python_Arxiv

Thank you for joining our community of AI researchers and Python users.

Meysam Asgari on behalf of ai_python admins team.

❇️ @AI_Python

Python for Data Science:
Season 01: Python
Episode 03
⭐️شرط ها و حلقه ها
⌚️زمان: 27 دقیقه
👤مدرس: میثم عسگری
@sep_python
@ai_python
@cominsys_channel

Python for Data Science:
Season 01: Python
Episode 04
⭐️توابع، توابع یک خطی، نگاشت و کاهش، فرمت دهی رشته ها
⌚️زمان: 44 دقیقه
👤مدرس: میثم عسگری
@sep_python
@ai_python
@cominsys_channel

‍‍ ‍‍ #step_by_step_code
#neural_networks

💠 چگونه شبکه عصبی متعلق به خودمان را با پایتون از صفر بسازیم

💠 How to build your own Neural Network from scratch in Python
🔵 A beginner’s guide to understanding the inner workings of Deep Learning

https://towardsdatascience.com/how-to-build-your-own-neural-network-from-scratch-in-python-68998a08e4f6

👇
👉🏿 @ml_in_science 👈🏽
👆

✅ 5 منبع پرطرفدار آموزش یادگیری ماشین براساس بیشترین Starها در گیتهاب

#الگوریتم #یادگیری_ماشین #منابع #آموزش #پردازش_صدا #پردازش_زبان_طبیعی

🌎 Link Review

❇️ @AI_Python
🗣 @Data_Experts
✴️ @AI_Python_EN

🔥To our new subscribers 🔥

If you have trouble reading our posts in farsi which is 100% normal if you are not a native persian speaker 😃 i invite you to join english version of our channel:

✴️ @AI_Python_EN

PS: we have another channel called arXiv with a great AI bot that posts significant and recent articles submitted to arXiv on a daily basis:

🗣 @AI_Python_Arxiv

Thank you for joining our community of AI researchers and Python users.

Meysam Asgari on behalf of ai_python admins team.

❇️ @AI_Python

Learn #LinearAlgebra for #MachineLearning (the "mathematical language of data")

#کتاب #آموزش #علم_داده #الگوریتم #هوش_مصنوعی #ریاضی

👉 https://buff.ly/2F08weN

❇️ @AI_Python
🗣 @AI_Python_Arxiv
✴️ @AI_Python_EN

اسلایدهای سخنرانی در کنفرانس NeurIPS2018 از دکتر Pieter Abbeel استاد دانشگاه هوش مصنوعی برکلی
#هوش_مصنوعی #سخنرانی #الگوریتم #بادگیری_تقویتی

https://lnkd.in/eFHdb9d

❇️ @AI_Python
🗣 @AI_Python_Arxiv
✴️ @AI_Python_EN

آخرین کرگدن سفید جهان مرد.
نسل این موجودات منقرض شد.
❇️ @AI_Python
🗣 @AI_Python_Arxiv
✴️ @AI_Python_EN

Python for Data Science:
Season 01: Python
Episode 01
⭐️مقدمات و توضیحات کلی
⌚️زمان: 4 دقیقه
👤مدرس: میثم عسگری
@sep_python
@ai_python
@cominsys_channel

هرشب این فیلم ها توسط مهندس میثم عسگری که در دانشگاه تبریز درحال برگزاری هست در این کانال قرار خواهد گرفت

بنیاد اسکالرشیپ ایرانیان داره به دانشجوهای ایرانیِ لایق و واجدشرایط اسکالرشیپ (کمک‌هزینه تحصیلی) می‌ده. علاقمندان و نیازمندان پیگیری کنن.

🌎 Link Review

❇️ @AI_Python
🗣 @AI_Python_Arxiv
✴️ @AI_Python_EN

Python for Data Science:
Season 01: Python
Episode 05
⭐️شی گرایی در پایتون جلسه اول
⌚️زمان: 30 دقیقه
👤مدرس: میثم عسگری
@sep_python
@ai_python
@cominsys_channel

علی مطهری: حدس می‌زنم مردم هم موافق افزایش قیمت بنزین هستند. مردم عزیز شما موافق هستید؟!
anonymous poll

خیر! – 325
👍👍👍👍👍👍👍 86%

بله. – 53
👍 14%

👥 378 people voted so far.