Learning-Resources

Curated List of Learning Resources for the benefit of everyone. Feel free to make a PR if you wanna add something.

Learning Resources

• All the resources are free, you just need to devote your time.
• A lot of these courses are multiple hours long, so it is recommended to watch them in multiple sittings of 30-45 minutes each.
• Making Projects is more important than certifications.
• Feel free to contact with others regrading any doubts or anything like that.

Complete Beginners with no prior experience in coding:

• Harvard CS50 (Intro to Computer Science)- https://youtube.com/playlist?list=PLWKjhJtqVAbmGw5fN5BQlwuug-8bDmabi

• MIT 6.001 (intro to Computer Science in Python):-

https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/lecture-videos/index.htm

Mathematics for Computer Science:

• MIT 6.042( Mathematics for Computer Science):-

https://youtube.com/playlist?list=PLB7540DEDD482705B

C++ , Java and Python for beginners:

- C++:

• FreeCodeCamp (recommended):

https://youtu.be/vLnPwxZdW4Y

• CodeWithHarry:

https://youtube.com/playlist?list=PLu0W_9lII9agpFUAlPFe_VNSlXW5uE0YL

• Java :

• FreeCodeCamp (recommended):

https://youtu.be/grEKMHGYyns

• ProgrammingWithMosh :

https://youtu.be/eIrMbAQSU34

• Simplilearn:

https://youtu.be/CFD9EFcNZTQ

• Python:

Note- Python is not recommended to pick up as a first language because it has a lot of abstraction, however python is easy to pick-up and has a lot of uses ranging from web-development to Data Science.

• FreeCodeCamp:

https://youtu.be/rfscVS0vtbw

• CodeWithHarry:-

https://youtu.be/gfDE2a7MKjA

• Programming With Mosh:

https://youtu.be/_uQrJ0TkZlc

Data Structures and Algorithms:-

• MIT 6.006 (Introduction to Algorithms) :-

Note- This course will be beneficial for people who are comfortable with the implementation of various Data structures, fairly rigorous and theoretical.

https://youtube.com/playlist?list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb

• Community Classroom DSA (in Java) (Recommended) :-

Follow-https://youtube.com/playlist?list=PL9gnSGHSqcnr_DxHsP7AW9ftq0AtAyYqJ

• CodeWithHarry DSA (in Hindi):-

https://youtube.com/playlist?list=PLu0W_9lII9ahIappRPN0MCAgtOu3lQjQi

• Anuj bhaiya DSA ( in Java):

https://www.youtube.com/playlist?list=PLUcsbZa0qzu3yNzzAxgvSgRobdUUJvz7p

• Apna College C++ DSA Playlist:-

https://youtube.com/playlist?list=PLfqMhTWNBTe0b2nM6JHVCnAkhQRGiZMSJ

Competitive Programming (CP):

Competitive Programming is the application of DSA and maths to solve problems. Learn Basic DSA like arrays,strings,searching,sorting then start CP.

-Luv: https://youtube.com/playlist?list=PLauivoElc3ggagradg8MfOZreCMmXMmJ-

-CodeVerse (maths): https://youtube.com/playlist?list=PLN4aKSfpk8TQUiURV1k70At4Tj5oKb92i

Web development :-

• Web Dev Simplified (Intro):

https://youtube.com/playlist?list=PLZlA0Gpn_vH-cEDOofOujFIknfZZpIk3a

• CodeWithHarry WebDev Playlist( in Hindi):

https://youtube.com/playlist?list=PLu0W_9lII9agiCUZYRsvtGTXdxkzPyItg

• Dr. Joshua Bastaen WebDev Playlist( in Eng):

https://youtube.com/playlist?list=PLQSmIhc0GVPPhpBAC3y6xChtOz3RJ8abN

• NewBoston Django Course :

https://youtube.com/playlist?list=PL6gx4Cwl9DGBlmzzFcLgDhKTTfNLfX1IK

Android development:

JAVA Tutuorials

• Programming with Mosh (in english): https://www.youtube.com/watch?v=eIrMbAQSU34

• CodeWithHarry (in hindi): https://www.youtube.com/watch?v=rV_3Lewxx6o&t=459s

Kotlin Tutuorials

• freeCodeCamp.org (in english): https://www.youtube.com/watch?v=F9UC9DY-vIU&t=47s

• Anuj Bhaiya (in hindi): https://www.youtube.com/watch?v=mnkzx3TwbV8

Get started with building your first app

• CodeWithHarry (in Java): https://www.youtube.com/watch?v=mXjZQX3UzOs&t=36993s

• Anuj Bhaiya (in Koltin): https://youtube.com/playlist?list=PLUcsbZa0qzu3Mri2tL1FzZy-5SX75UJfb

Official documentation

• Android Developers guide: https://developer.android.com/guide

Data Science/ Machine Learning :-

• CodeBasics ( in Python , with basics of python included):-

https://youtube.com/playlist?list=PLeo1K3hjS3us_ELKYSj_Fth2tIEkdKXvV

• FreeCodeCamp (Data Analysis):-

https://youtu.be/r-uOLxNrNk8

• Statistics For Data Science ( by Dr. Sarkar PhD , Stanford University):-

https://youtu.be/Vfo5le26IhY

• Sentdex (Machine learning with python):-

https://youtube.com/playlist?list=PLQVvvaa0QuDfKTOs3Keq_kaG2P55YRn5v

• Code For Cause (ML bootcamp):-

https://www.youtube.com/playlist?list=PLyzHIYrZBplo3K0dNUqppd2ynnoZPD6N1

• Krish Naik(Machine learning):-

https://www.youtube.com/user/krishnaik06

• Ken Jee(Data Science, Sports Analytics):-

https://www.youtube.com/channel/UCiT9RITQ9PW6BhXK0y2jaeg

• Kaggle resources:-

Note- Follow along written tutorials with hands-on implementation of code

https://www.kaggle.com/learn

Some Popular Youtube Channels to follow :

• Code with Harry (Web,Android,Languages)-https://www.youtube.com/channel/UCeVMnSShP_Iviwkknt83cww

• Take U Forward (DSA)- https://www.youtube.com/c/takeUforward

• Kunal Khushwaha (DSA, Devops,Open-source,Web)- https://www.youtube.com/channel/UCBGOUQHNNtNGcGzVq5rIXjw

• New Boston(Web,Dev-ops)- https://www.youtube.com/user/thenewboston

• Web Dev Simplified(Web)-https://www.youtube.com/channel/UCFbNIlppjAuEX4znoulh0Cw

• Computerphile(Theoretical CS, Important topics)- https://www.youtube.com/user/Computerphile

• Anuj Bhaiya(Android)- https://www.youtube.com/channel/UC58_wzhvJta3hDSPvRLDAqg

• Dapp University(Blockchain)- https://www.youtube.com/channel/UCY0xL8V6NzzFcwzHCgB8orQ

• MIT Open Courseware (get MIT lectures for free)- https://www.youtube.com/user/MIT

• Simplilearn(All)- https://www.youtube.com/user/Simplilearn

• Edureka(All)- https://www.youtube.com/user/edurekaIN

• TraversyMedia(Web)- https://www.youtube.com/c/TraversyMedia/featured

• Sentdex(Machine learning)- https://www.youtube.com/c/sentdex

• 3Blue1Brown (Mathematics)- https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw

• Two Minute Papers (Research Papers) - https://www.youtube.com/user/keeroyz

• Code For Cause(open source, web, ML)- https://www.youtube.com/c/CodeforCause

• Fireship ( Firebase, for Android)- https://www.youtube.com/channel/UCsBjURrPoezykLs9EqgamOA

• Apna College- https://www.youtube.com/channel/UCBwmMxybNva6P_5VmxjzwqA