- MIT 6.042J Mathematics for Computer Science, Spring 2015 https://www.youtube.com/playlist?list=PLUl4u3cNGP60UlabZBeeqOuoLuj_KNphQ
- MIT 6.006 Introduction to Algorithms, Spring 2020 https://www.youtube.com/playlist?list=PLUl4u3cNGP63EdVPNLG3ToM6LaEUuStEY
- MIT 6.046J Design and Analysis of Algorithms, Spring 2015 https://www.youtube.com/playlist?list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp
- Learn Data Structures and Algorithms for free in 4 hrs Java https://youtu.be/CBYHwZcbD-s
- Stanford CS109 Introduction to Probability for Computer Scientists | 2022 | Chris Piech https://www.youtube.com/playlist?list=PLoROMvodv4rOpr_A7B9SriE_iZmkanvUg
Python
- MIT 6.100L Introduction to CS and Programming using Python, Fall 2022 https://www.youtube.com/playlist?list=PLUl4u3cNGP62A-ynp6v6-LGBCzeH3VAQB
- Python for Beginners Microsoft https://www.youtube.com/playlist?list=PLlrxD0HtieHhS8VzuMCfQD4uJ9yne1mE6
- More Python for Beginners Microsoft Developer https://www.youtube.com/playlist?list=PLlrxD0HtieHiXd-nEby-TMCoUNwhbLUnj
- Even More Python for Beginners: Data Tools Microsoft Developer https://www.youtube.com/playlist?list=PLlrxD0HtieHhHnCUVtR8UHS7eLl33zfJ-
- CERN HSF Training Center https://hsf-training.org/training-center/
- https://software-carpentry.org/lessons/
- Web Development for Beginners - A Curriculum https://microsoft.github.io/Web-Dev-For-Beginners/#/
- Cybersecurity for Beginners - a curriculum https://github.com/microsoft/Security-101
- Microsoft Developer
for Beginnersplaylist https://www.youtube.com/@MicrosoftDeveloper/search?query=for%20Beginners%20playlist - MIT 6.824: Distributed Systems https://www.youtube.com/playlist?list=PLrw6a1wE39_tb2fErI4-WkMbsvGQk9_UB
- Kubernetes dims resources: https://gist.github.com/dims/bb219a4a8d9cb88dc2a2dc1f11a537c6
- https://www.digitalocean.com/community/tutorial-series/how-to-code-in-go
- https://github.com/acumino/cheat-sheets
- Learn GO Fast: Full Tutorial https://youtu.be/8uiZC0l4Ajw
-
Explaining Distributed Systems Like I'm 5 https://www.youtube.com/watch?v=CESKgdNiKJw
-
LISA15 - 10 Years of Crashing Google https://www.youtube.com/watch?v=pqd3SYPpIRQ
-
Testing Distributed Systems https://asatarin.github.io/testing-distributed-systems/
-
https://linkedin.github.io/school-of-sre/
Level 101 Fundamentals Series Linux Basics Git Linux Networking Python and Web Data Relational databases(MySQL) NoSQL concepts Big Data Systems Design Metrics and Monitoring Security Level 102 Linux Intermediate Linux Advanced Containers and orchestration System Calls and Signals Networking System Design System troubleshooting and performance improvements Continuous Integration and Continuous Delivery -
Shivam Mitra: Production engineer @Meta(London), Senior SRE @LinkedIn https://www.youtube.com/@practicalcsjourney/featured
- Machine Learning for Beginners - A Curriculum
- Introduction to Machine Learning https://hsf-training.github.io/hsf-training-ml-webpage/index.html
- Stanford CS229: Machine Learning Course | Summer 2019 (Anand Avati) https://www.youtube.com/playlist?list=PLoROMvodv4rNH7qL6-efu_q2_bPuy0adh
- Stanford CS229: Machine Learning | Spring 2022 https://www.youtube.com/playlist?list=PLoROMvodv4rNyWOpJg_Yh4NSqI4Z4vOYy
- Generative AI for Beginners (Version 2) - A Course https://microsoft.github.io/generative-ai-for-beginners/#/
DSA
- https://www.techinterviewhandbook.org/
- https://www.techinterviewhandbook.org/algorithms/study-cheatsheet/
- https://www.techinterviewhandbook.org/grind75
- https://www.techinterviewhandbook.org/coding-interview-prep/
- https://www.techinterviewhandbook.org/coding-interview-cheatsheet/
- https://www.techinterviewhandbook.org/coding-interview-rubrics/
- https://neetcode.io/roadmap
- https://github.com/poteto/hiring-without-whiteboards
- https://leetcode.com/discuss/compensation/2748640/300-Company-Compensation-for-Freshers-in-India-2022-2023
- https://github.com/vvignesh17/List-of-all-Research-Internship-Program-for-IIT-and-NITs
- Systems Design Questions https://www.youtube.com/playlist?list=PLjTveVh7FakKmEXGgI6X-f3aRMWJM-mEm
- Learn System Design in a Hurry https://www.hellointerview.com/learn/system-design/in-a-hurry/introduction
- Data Structures and Algorithms https://www.hellointerview.com/learn/code
- The Behavioral Interview https://www.hellointerview.com/learn/behavioral/overview/introduction
- Digital Design and Computer Architecture playlist: https://www.youtube.com/watch?v=ubhxKNlOlRg&list=PL5Q2soXY2Zi9Eo29LMgKVcaydS7V1zZW3&index=2
- Preparing to Apply or Interview at Google: https://www.youtube.com/playlist?list=PLllx_3tLoo4c_aR8RKOOnizL5LiUH02YF
- https://www.reddit.com/r/leetcode/comments/1c1s78r/i_cleared_google_swe_ama/
- https://medium.com/@rohitverma_87831/my-interview-experience-at-google-afc1080df175#5c7b
- https://leetcode.com/problem-list/du693s/
- https://medium.com/@shreyagupta_17295/google-interview-experience-l4-c5908bde5aa0
- https://techdevguide.withgoogle.com/
- Googleyness and Leadership Interviews: The Basics https://careersonair.withgoogle.com/events/gl-interview-basics
- DevRel @ Google
- How to Start a Startup Y Combinator: The Vault https://www.youtube.com/playlist?list=PL5q_lef6zVkaTY_cT1k7qFNF2TidHCe-1
- Startup School Y Combinator https://www.youtube.com/playlist?list=PLQ-uHSnFig5M9fW16o2l35jrfdsxGknNB
- https://www.startupschool.org/
- This course takes a broad-based look at poker theory and applications of poker analytics to investment management and trading. https://ocw.mit.edu/courses/15-s50-poker-theory-and-analytics-january-iap-2015/
- How he did his Masters in USA for free https://www.youtube.com/watch?v=4wOdNkjGSJo
- Storage and distributed systems research group at Illinois We are actively looking for strong and self-motivated PhD students to join DASSL at UIUC. Please apply to the UIUC CS PhD program and mention Aishwarya Ganesan (aganesn2@illinois.edu) or Ram Alagappan (ramn@illinois.edu) as potential advisors in your application. UIUC has a stellar systems group (see csrankings) that you can be a part of and contribute. https://dassl-uiuc.github.io/#
- Surveillance Self-Defense Tips, Tools and How-tos for Safer Online Communications https://ssd.eff.org/