└── README.md /README.md: -------------------------------------------------------------------------------- 1 | # مجموعة من المصادر المهمه باللغة العربية في مجال الذكاء الاصطناعي تشمل العديد من المصادر من البداية للنهايه 2 | ## اعتمدت في الاختيار على عدة شروط 3 | - أن يكون المصدر باللغة العربية 4 | - أن يكون المصدر من مكان موثوق به 5 | - أن يكون المصدر متاح مجانا على اليوتيوب 6 | - أن يكون المصدر مكتملا أو يغطي نقطه مهمه 7 | - يمكن ﻷاي شخص طلب تعديله أي مصدر متاح أو اضافة المصدر الذي يراه موافقا للشروط 8 | - ### linear algebra 9 | - [Linear Algebra - جبر خطي Dr. Ahmed Hagag](https://www.youtube.com/watch?v=spiGq99jQ7c&list=PLxIvc-MGOs6iQXFnjF_STbhGdrZBphrv_) 10 | - [Linear Algebra In Arabic Ahmed Fathi](https://www.youtube.com/watch?v=tGnnO04YtPA&list=PLQkyODvJ8ywu5cwBgKm_BPQ-bIUknhjA6) 11 | - [MA214: Linear Algebra (still recording)](https://www.youtube.com/watch?v=chbEYssggDE&list=PLoK2Lr1miEm9kxNtClv6c-hsW0QEmskut) 12 | - [Linear Algebra for Data Science in A Elgohary AI](https://www.youtube.com/watch?v=HDOppwiJzKc&list=PLtsZ69x5q-X_mtZI2heqry-nw3-6apBqm) 13 | - [FCDS Linear Algebra Fall 2020](https://www.youtube.com/watch?v=nd8mxO-u0ec&list=PL7snZ0LSsq3gIc4bYM-OnvLZt2KpFvd2_) 14 | - [Linear Algebra for Artificial Intelligence and Data Science (AI&DS)](https://www.youtube.com/watch?v=jdDTM_B4osI&list=PLJM7jJIw2GC1YBTTSGbFIlBxzY1aUmmJQ) 15 | 16 | 17 | - ### Calculus 18 | - [Calculus for Machine Learning and Deep Learning](https://www.youtube.com/watch?v=LhGDFf411jE&list=PLJM7jJIw2GC1QOEq2RoIXSu08dT037xXb) 19 | - [Calculus 2022 - حساب التفاضل والتكامل](https://www.youtube.com/watch?v=EJkxkfgZ_yY&list=PLxIvc-MGOs6gkSl_PPAVJpebKDLo-ijEC) 20 | - [Calculus (01) - Intro | التفاضل و التكامل - مقدمة](https://www.youtube.com/watch?v=pqZvxYKSMnc) 21 | - [Calculus I - Math1411 - 2021 - 2022](https://www.youtube.com/watch?v=R61BVnjggGI&list=PLDhKFOYvfpbrVr2dILyxl37h0O_vWvLO0) 22 | - [Calculus for Machine Learning || مبادئ التفاضل لتعلم الآلة](https://www.youtube.com/watch?v=mojDJjhqNTQ&list=PLtsZ69x5q-X_PDKRmo8w-B2lyy5P8I0qm) 23 | 24 | - ### Probability 25 | - [Master Probability and Statistics for Artificial Intelligence and Data science](https://www.youtube.com/playlist?list=PLJM7jJIw2GC2Ihr__bRSeMxzsiFMZEsx7) 26 | - [Probability and Statistics - الاحتمالات والإحصاء](https://www.youtube.com/watch?v=GmJJ2iZz08c&list=PLxIvc-MGOs6gW9SgkmoxE5w9vQkID1_r-) 27 | - [ST121: Probability](https://www.youtube.com/watch?v=l3DCBn2gkZs&list=PL158D091D26F47358) 28 | - [Probability and statistics I](https://www.youtube.com/watch?v=aMK6hM7NeSk&list=PL7snZ0LSsq3g9NUio7xFDtC9IVIj649GV) 29 | 30 | - ### Statistics 31 | - [الإحصاء الوصفية بالعربي|| Descriptive Statistics in Arabic](https://www.youtube.com/watch?v=8wwPwlueoDs&list=PLtsZ69x5q-X_MJj_iwBwpJaLg_C6JGiWW) 32 | - [Statistics for Data Science in Arabic](https://www.youtube.com/watch?v=_Lg1QtwZHvk&list=PL8TNNRQb51Q8OtUBhwqjwP0w2l_9YDCO2) 33 | - [الإحصاء الاستدلالية بالعربي|| Inferential Statistics in Arabic](https://www.youtube.com/playlist?list=PLtsZ69x5q-X9usunWeDQe6wOGIPUSZrdA) 34 | 35 | - ### Numerical Optimization 36 | - [Master Numerical Optimization for Machine Learning and Deep learning](https://www.youtube.com/playlist?list=PLJM7jJIw2GC15hvIwN8sBXok__yLMcMxN) 37 | 38 | 39 | - ### Machine Learning 40 | - [CS361 Intro. to AI [in Arabic] مقدمة للذكاء الاصطناعي باللغة العربية](https://www.youtube.com/watch?v=sO6VGgBHppo&list=PLsnvpvHuTUbAZr0n65TgytBK6bHdT33A7) 41 | - [Intro to Artificial Intelligence - الذكاء الإصطناعي](https://www.youtube.com/watch?v=VHDgRgb70hw&list=PLMm8EjqH1EFVR5O5wZCAy9x9mautNuxI6) 42 | - [Machine Learning Algorithms بالعربى](https://www.youtube.com/watch?v=HRjdxozngys&list=PLPBnj6azlABbaGuOzR40nvlzPWAKMv_qA) 43 | - [Data Visualization](https://www.youtube.com/playlist?list=PL5JZLxl_tFCdKBJEEzZaViOVUg73ZGrf3) 44 | - [Machine Learning and Pattern Recognition In Arabic](https://www.youtube.com/watch?v=Ho7fTvGCtJg&list=PLQkyODvJ8ywv_L3yBwhBPNOiZAR4LyCLZ) 45 | - [Zewail ML Fall 2022](https://www.youtube.com/watch?v=m4D6uCshZmQ&list=PL5JZLxl_tFCdcEDBFe8aYtEjmpZspuDef) 46 | - [Data Compression Techniques (Text - Image - Video)](https://www.youtube.com/playlist?list=PL5JZLxl_tFCdloXAuRfuD6uYk8ujdTcs-) 47 | - [Machine Learning Zewail CSAI 2024 كورس مهم يحدث الان](https://www.youtube.com/watch?v=mRUgi0Be2ds&list=PL5JZLxl_tFCcgAv9x2eXeX0_2TLRMnHUg) 48 | 49 | - ### Deeep learning 50 | - [بالعربي Artificial Neural Networks](https://www.youtube.com/playlist?list=PLcAf0BNJq_vdJM4MJMJQy4F2jc_-GKUdi) 51 | - [Artificial Neural Network - الشبكات العصبية الإصطناعية](https://www.youtube.com/playlist?list=PLPBnj6azlABZt1fD0B64lSkG1QktaF6kj) 52 | - [Understanding Auto Encoder عربى](https://www.youtube.com/watch?v=JmHZDYxJL-U&list=PLPBnj6azlABZmpHXHm4MmcBaDNA3z80jc) 53 | - [Neural Networks In Arabic](https://www.youtube.com/watch?v=YGBmKmRPVQo&list=PLQkyODvJ8ywsLydDYORIlJxV9KarhXp9O) 54 | - [Artificial Intelligence 1: Neural Networks](https://www.youtube.com/playlist?list=PLJqRpPcJQ_g1mhwpyFno3SRgBEPlWkTen) 55 | - [Artificial Intelligence 2: Genetic Algorithms](https://www.youtube.com/playlist?list=PLJqRpPcJQ_g2MOM1gb3ode8mq1-8mJta9) 56 | - [Convolutional Neural Network (CNN)](https://www.youtube.com/watch?v=QqcUrWFA9LM&list=PL5JZLxl_tFCcKucpxtkwbneqAvHaPOCK6) 57 | - [Artificial Intelligence 4: Expert Systems](https://www.youtube.com/playlist?list=PLJqRpPcJQ_g0YGYXkP8nLfmA6B-fD8Q5y) 58 | - [Zewail CIE 555 Deep Learning Spring 2023](https://www.youtube.com/playlist?list=PL5JZLxl_tFCcRKT3N5nzEvL8wCZgRS4Eg) 59 | - [Computer Vision-YOLO](https://www.youtube.com/watch?v=km81lbvr9Qs&list=PL5JZLxl_tFCcur9G9uBpv9G3OkyXcu97O) 60 | - [التعلم العميق DS-GA 1008 مركز جامعة نيويورك لعلم البيانات](https://atcold.github.io/NYU-DLSP20/ar/) 61 | 62 | 63 | 64 | - ### Natural language processing 65 | - (video)[A Short Introduction to Arabic Natural Language Processing (Nizar Habash)](https://www.youtube.com/watch?v=vQL5CUlbw0k) 66 | - [نظام AraBERT لمعالجة اللغة العربية - م.وسام أنطون](https://www.youtube.com/watch?v=wBwmWq8VNqk) 67 | - [[AR] Transformers In Arabic (NN)](https://www.youtube.com/playlist?list=PLQkyODvJ8ywskCTWkXnwa4Gz4B-sVWY9h) 68 | - [NLP-Transformers](https://www.youtube.com/watch?v=abSpWIojIDY&list=PL5JZLxl_tFCd-ixMkn_CJPQhhQRFhZXjY) 69 | - 70 | - ### Interviews 71 | - [Machine Learning and AI Interview Questions | أسئلة مقابلات العمل لتعلم الآلة والذكاء الإصطناعي](https://www.youtube.com/watch?v=HjZ0PI3HBrw) 72 | - [ما هو الفخ الذي يقع فيه أغلب من يتعلم الذكاء الاصطناعي](https://www.youtube.com/watch?v=mCP_tENhfM0) 73 | - 74 | 75 | 76 | 77 | --------------------------------------------------------------------------------