|
15 | 15 | * [Clojure](#clojure)
|
16 | 16 | * [Cloud Computing](#cloud-computing)
|
17 | 17 | * [Compilers](#compilers)
|
| 18 | +* [Computer Science](#computer-science) |
18 | 19 | * [CUDA](#cuda)
|
19 | 20 | * [Dart](#dart)
|
20 | 21 | * [Data Science](#data-science)
|
|
54 | 55 | * [.NET](#net)
|
55 | 56 | * [Objective-C](#objective-c)
|
56 | 57 | * [OCaml](#ocaml)
|
| 58 | +* [Operating Systems](#operating-systems) |
57 | 59 | * [Perl](#perl)
|
58 | 60 | * [Pharo](#pharo)
|
59 | 61 | * [PHP](#php)
|
|
64 | 66 | * [Flask](#flask)
|
65 | 67 | * [QB64](#QB64)
|
66 | 68 | * [R](#r)
|
| 69 | +* [Robotics](#robotics) |
67 | 70 | * [Ruby](#ruby)
|
68 | 71 | * [Rust](#rust)
|
69 | 72 | * [Scala](#scala)
|
|
101 | 104 |
|
102 | 105 | ### Algorithms & Data Structures
|
103 | 106 |
|
| 107 | +* [Advanced Data Structures](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-851-advanced-data-structures-spring-2012/) - Erik Demaine |
| 108 | +* [Algorithm Design and Implementation](https://www.youtube.com/playlist?list=PL6EF0274BD849A7D5) |
104 | 109 | * [Algorithms](https://www.youtube.com/playlist?list=PLDN4rrl48XKpZkf03iYFl-O29szjTrs_O) - Abdul Bari
|
105 | 110 | * [Berkeley University CS 61B: Data Structures](http://datastructur.es/sp16/)
|
| 111 | +* [Berkeley's CS 61B: Data Structures](https://archive.org/details/ucberkeley_webcast_QMV45tHCYNI) |
106 | 112 | * [Data Structures](https://www.youtube.com/playlist?list=PL2_aWCzGMAwI3W_JlcBbtYTwiQSsOTa6P) - mycodeschool
|
107 | 113 | * [Data Structures](https://stepik.org/course/579/syllabus) - Niema Moshiri and Liz Izhikevich (Stepik)
|
108 | 114 | * [Data Structures and Algorithms](https://youtube.com/playlist?list=PLBZBJbE_rGRV8D7XZ08LK6z-4zPoWzu5H) - CS Dojo
|
|
115 | 121 | * [Intro to Data Structures and Algorithms](https://www.udacity.com/course/data-structures-and-algorithms-in-python--ud513) - Brynn Claypoole, Horatio Thomas (Udacity)
|
116 | 122 | * [MIT's Design and Analysis of Algorithms (Spring 2012)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2012) - Dana Moshkovitz, Bruce Tidor
|
117 | 123 | * [MIT's Design and Analysis of Algorithms (Spring 2015)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015) - Erik Demaine, Srini Devadas, Nancy Lynch
|
| 124 | +* [MIT's Introduction to Algorithms (Fall 2011)](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/) |
118 | 125 | * [MIT's Introduction to Algorithms (SMA 5503) (Fall 2005)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-introduction-to-algorithms-sma-5503-fall-2005) - Charles Leiserson, Erik Demaine
|
119 | 126 | * [Online Java + DSA + Interview preparation course](https://www.youtube.com/playlist?list=PL9gnSGHSqcnr_DxHsP7AW9ftq0AtAyYqJ) - Kunal Kushwaha
|
120 | 127 | * [Princeton University Algorithms, Part 1](https://www.coursera.org/learn/algorithms-part1)
|
|
262 | 269 |
|
263 | 270 | ### Cloud Computing
|
264 | 271 |
|
| 272 | +* [Cloud Computing and Development](https://uaceit.com/courses/cloud-computing-and-development) - Ashwin Kumar Ramaswamy (UAceIt) (email address *required*) |
265 | 273 | * [Cloud Computing Full Course In 11 Hours \| Cloud Computing Tutorial For Beginners](https://www.youtube.com/watch?v=2LaAJq1lB1Q) - Edureka!
|
266 | 274 | * [Microsoft Certified: Azure Fundamentals](https://docs.microsoft.com/en-us/learn/certifications/azure-fundamentals/) - Microsoft
|
267 | 275 |
|
|
272 | 280 | * [Stanford's Compilers](https://www.edx.org/course/compilers)
|
273 | 281 |
|
274 | 282 |
|
| 283 | +### Computer Science |
| 284 | + |
| 285 | +* [Berkeley's CS 61A: Taught using SICP](https://archive.org/details/ucberkeley-webcast-PL3E89002AA9B9879E?tab=collection) |
| 286 | +* [LouvainX Paradigms of Computer Programming – Abstraction and Concurrency](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-2x-1#!) |
| 287 | +* [LouvainX Paradigms of Computer Programming – Fundamentals](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-1x-1) |
| 288 | +* [MIT 6.824 Distributed Systems (Spring 2020)](https://www.youtube.com/playlist?list=PLrw6a1wE39_tb2fErI4-WkMbsvGQk9_UB) |
| 289 | +* [MIT's Computer Language Engineering](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-035-computer-language-engineering-sma-5502-fall-2005/lecture-notes/) |
| 290 | +* [MIT's Mathematics for Computer Science](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2010/video-lectures/) |
| 291 | + |
| 292 | + |
275 | 293 | ### Cuda
|
276 | 294 |
|
277 | 295 | * [Intro to Parallel Programming Using CUDA to Harness the Power of GPUs](https://www.udacity.com/course/intro-to-parallel-programming--cs344) (Udacity)
|
|
334 | 352 |
|
335 | 353 | ### Deep Learning
|
336 | 354 |
|
| 355 | +* [Advanced NLP using spaCy](https://course.spacy.io) - Ines Montani |
337 | 356 | * [Complete Deep Learning](https://www.youtube.com/playlist?list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi) - Krish Naik
|
338 | 357 | * [Convolutional Neural Networks for Visual Recognition](http://cs231n.github.io)
|
339 | 358 | * [Deep Learning for Natural Language Processing](http://cs224d.stanford.edu)
|
|
678 | 697 | ### Machine Learning
|
679 | 698 |
|
680 | 699 | * [AWS Machine Learning Foundations Course](https://www.udacity.com/course/aws-machine-learning-foundations--ud065) - AWS (Udacity)
|
| 700 | +* [Caltech's Learning From data](https://work.caltech.edu/telecourse.html) |
681 | 701 | * [Deep Learning Fundamentals by DeepLearning.TV](https://cognitiveclass.ai/courses/introduction-deep-learning) (cognitiveclass.ai)
|
682 | 702 | * [Google's Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course/)
|
683 | 703 | * [Intro to Machine Learning](https://www.kaggle.com/learn/intro-to-machine-learning) (Kaggle)
|
|
690 | 710 | * [Machine Learning with Python - Youtube Playlist](https://www.youtube.com/playlist?list=PLZoTAELRMXVPBTrWtJkn3wWQxZkmTXGwe) - Krish Naik (YouTube)
|
691 | 711 | * [Machine Learning with Python by Saeed Aghabozorgi](https://cognitiveclass.ai/courses/machine-learning-with-python) (cognitiveclass.ai)
|
692 | 712 | * [Machine Learning with Python: Zero to GBMs](https://jovian.ai/learn/machine-learning-with-python-zero-to-gbms) (Jovian)
|
| 713 | +* [Made with ML](https://madewithml.com) - Goku Mohandas (Applied ML · MLOps · Production) |
693 | 714 | * [Mathematics for Machine Learning - Linear Algebra](https://www.youtube.com/playlist?list=PLiiljHvN6z1_o1ztXTKWPrShrMrBLo5P3) - Imperial College London, Dr David Dye, Dr Sam Cooper
|
694 | 715 | * [Mathematics for Machine Learning - Multivariate Calclus](https://www.youtube.com/playlist?list=PLiiljHvN6z193BBzS0Ln8NnqQmzimTW23) - Imperial College London, Dr David Dye, Dr Sam Cooper
|
695 | 716 | * [Pattern Recognition and Machine Learning](https://www.microsoft.com/en-us/research/people/cmbishop/#!prml-book)
|
696 | 717 | * [PyTorch tutorials by PyTorch.org](https://pytorch.org/tutorials)
|
| 718 | +* [Stanford SEE 229 - Machine Learning](https://see.stanford.edu/Course/CS229) |
697 | 719 | * [Stanford University Machine Learning](https://www.coursera.org/learn/machine-learning)
|
698 | 720 |
|
699 | 721 |
|
|
715 | 737 | ### Misc
|
716 | 738 |
|
717 | 739 | * [Advanced Adobe XD (Web Design)](https://webdesign.tutsplus.com/courses/advanced-adobe-xd-for-everyone) - Adi Purdila
|
718 |
| -* [Advanced Data Structures](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-851-advanced-data-structures-spring-2012/) |
719 |
| -* [Advanced NLP using spaCy](https://course.spacy.io) - Ines Montani |
720 |
| -* [Algorithm Design and Implementation](https://www.youtube.com/playlist?list=PL6EF0274BD849A7D5) |
721 |
| -* [Berkeley's CS 61A: Taught using SICP](https://archive.org/details/ucberkeley-webcast-PL3E89002AA9B9879E?tab=collection) |
722 |
| -* [Berkeley's CS 61B: Data Structures](https://archive.org/details/ucberkeley_webcast_QMV45tHCYNI) |
723 |
| -* [Berkeley's CS 162: Operating Systems and Systems Programming](https://www.youtube.com/watch?v=feAOZuID1HM) |
724 |
| -* [Berkeley's CS 169: Software Engineering](https://www.youtube.com/watch?v=fXokQpWsszU) |
725 |
| -* [Berkeley's CS 194: What is an Operating System?](http://www.infocobuild.com/education/audio-video-courses/computer-science/cs194-spring2013-berkeley.html) |
726 |
| -* [Bits: The Computer Science of Digital Information](http://www.extension.harvard.edu/open-learning-initiative/bits) |
727 |
| -* [Caltech's Learning From data](https://work.caltech.edu/telecourse.html) |
728 |
| -* [Cloud Computing and Development](https://uaceit.com/courses/cloud-computing-and-development) - Ashwin Kumar Ramaswamy (UAceIt) |
729 | 740 | * [Computer Graphics](http://nptel.ac.in/courses/106106090/)
|
730 |
| -* [Embedded Software Safety](https://www.youtube.com/playlist?list=PLAQopGWlIcyaqDBW1zSKx7lHfVcOmWSWt) (P. Koopman) |
731 | 741 | * [FindLectures.com](https://web.archive.org/web/20161219180842/https://www.findlectures.com/?class1=Technology) - Index of conference talks by language / topic (:card_file_box: *archived*)
|
732 |
| -* [Introduction to Information Security](https://www.udacity.com/course/intro-to-information-security--ud459) |
733 | 742 | * [Introduction to Quantum Computing and Quantum Hardware](https://qiskit.org/learn/intro-qc-qh) - Qiskit
|
734 | 743 | * [Introduction to Reinforcement Learning with David Silver](https://deepmind.com/learning-resources/-introduction-reinforcement-learning-david-silver) - David Silver
|
735 |
| -* [LouvainX Paradigms of Computer Programming – Abstraction and Concurrency](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-2x-1#!) |
736 |
| -* [LouvainX Paradigms of Computer Programming – Fundamentals](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-1x-1) |
737 |
| -* [Made with ML](https://madewithml.com) - Goku Mohandas (Applied ML · MLOps · Production) |
738 |
| -* [MIT 6.824 Distributed Systems (Spring 2020)](https://www.youtube.com/playlist?list=PLrw6a1wE39_tb2fErI4-WkMbsvGQk9_UB) - MIT 6.824 Distributed Systems |
739 | 744 | * [MIT Numerical Methods (2014)](http://www.iitg.ernet.in/kartha/CE601-14/CourseSchedule.htm)
|
740 |
| -* [MIT's Computer Language Engineering](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-035-computer-language-engineering-sma-5502-fall-2005/lecture-notes/) |
741 |
| -* [MIT's Introduction to Algorithms](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/) |
742 |
| -* [MIT's Mathematics for Computer Science](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2010/video-lectures/) |
743 |
| -* [Principles of Reactive Programming](https://www.coursera.org/course/reactive) |
744 |
| -* [Robotics I](https://www.youtube.com/playlist?list=PLAQopGWlIcyaqDBW1zSKx7lHfVcOmWSWt) - (A. De Luca) |
745 |
| -* [Shawn Hymel Presents: Introduction to RTOS](https://www.youtube.com/playlist?list=PLEBQazB0HUyQ4hAPU1cJED6t3DU0h34bz) - Digi-Key (Youtube) |
746 |
| -* [Stanford Cryptography I](https://www.coursera.org/course/crypto) |
747 |
| -* [Stanford Cryptography II](https://www.coursera.org/course/crypto2) |
748 |
| -* [Stanford SEE 229 - Machine Learning](https://see.stanford.edu/Course/CS229) |
749 | 745 |
|
750 | 746 |
|
751 | 747 | ### .NET
|
|
764 | 760 | * [Introduction to Functional Programming in OCaml](https://www.fun-mooc.fr/courses/parisdiderot/56002S02/session02/about)
|
765 | 761 |
|
766 | 762 |
|
| 763 | +### Operating Systems |
| 764 | + |
| 765 | +* [Berkeley's CS 162: Operating Systems and Systems Programming](https://www.youtube.com/watch?v=feAOZuID1HM) |
| 766 | +* [Berkeley's CS 194: What is an Operating System?](http://www.infocobuild.com/education/audio-video-courses/computer-science/cs194-spring2013-berkeley.html) |
| 767 | + |
| 768 | + |
767 | 769 | ### Perl
|
768 | 770 |
|
769 | 771 | * [Perl Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWpqRBcStwV0NwMA3nXMh5GC)
|
|
888 | 890 | * [R Tutorial For Beginners \| Edureka](https://www.youtube.com/watch?v=fDRa82lxzaU) - (Edureka)
|
889 | 891 |
|
890 | 892 |
|
| 893 | +### Robotics |
| 894 | + |
| 895 | +* [Introduction to RTOS](https://www.youtube.com/playlist?list=PLEBQazB0HUyQ4hAPU1cJED6t3DU0h34bz) - Shawn Hymel, Digi-Key (Youtube) |
| 896 | +* [Robotics 1](https://www.youtube.com/playlist?list=PLAQopGWlIcyaqDBW1zSKx7lHfVcOmWSWt) - A. De Luca |
| 897 | + |
| 898 | + |
891 | 899 | ### Ruby
|
892 | 900 |
|
893 | 901 | * [Agile Development Using Ruby on Rails - Advanced](https://www.edx.org/course/agile-development-using-ruby-rails-uc-berkeleyx-cs169-2x#!)
|
|
916 | 924 |
|
917 | 925 | ### Scala
|
918 | 926 |
|
919 |
| -* [Functional Programming Principles in Scala](https://www.coursera.org/course/progfun) |
920 |
| -* [Principles of Reactive Programming](https://www.coursera.org/course/reactive) |
| 927 | +* [Functional Programming in Scala Specialization](https://www.coursera.org/course/reactive) |
921 | 928 |
|
922 | 929 |
|
923 | 930 | ### Security
|
924 | 931 |
|
925 | 932 | * [Computer Systems Security](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-858-computer-systems-security-fall-2014) - Prof. Nickolai Zeldovich (MIT OpenCourseWare)
|
926 | 933 | * [Ethical Hacking](https://www.hacker101.com/videos) -(Hacker101)
|
| 934 | +* [Introduction to Information Security](https://www.udacity.com/course/intro-to-information-security--ud459) - Wenke Lee, Mustaque Ahamad, Catherine Gamboa (Udacity) |
| 935 | +* [Stanford Cryptography I](https://www.coursera.org/course/crypto) - Dan Boneh |
| 936 | +* [Stanford Cryptography II](https://www.coursera.org/course/crypto2) - Dan Boneh |
927 | 937 | * [The Complete Cyber Security & Hacking Course](https://academy.ehacking.net/p/cyber-security-training-hacking-course) -(Insec Techs- EH Academy)
|
928 | 938 | * [Zero to Hero: A Practical Network Penetration Testing Course](https://www.youtube.com/playlist?list=PLLKT__MCUeiwBa7d7F_vN1GUwz_2TmVQj) - The Cyber Mentor
|
929 | 939 |
|
|
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