https://github.com/matiasrodlo/learning-path
Learning path on YouTube
https://github.com/matiasrodlo/learning-path
education youtube
Last synced: 2 months ago
JSON representation
Learning path on YouTube
- Host: GitHub
- URL: https://github.com/matiasrodlo/learning-path
- Owner: matiasrodlo
- Created: 2024-10-12T17:04:28.000Z (7 months ago)
- Default Branch: main
- Last Pushed: 2024-11-06T03:53:03.000Z (6 months ago)
- Last Synced: 2025-01-06T13:47:15.367Z (4 months ago)
- Topics: education, youtube
- Homepage:
- Size: 32.2 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
## Computer Science Curriculum
### Beginner Level
| Course Name | Institution | Duration | Category | Link |
|---------------------------------------|---------------|----------|------------------------|----------------------------------------------------------------------|
| Intro to Computer Science | Harvard | 25 Hours | Computer Science | [Watch here](https://www.youtube.com/playlist?list=PLhQjrBD2T381WAHyx1pq-sBfykqMBI7V4) |
| Programming in Python | Harvard | 15 Hours | Programming | [Watch here](https://www.youtube.com/playlist?list=PLhQjrBD2T3817j24-GogXmWqO5Q5vYy0V) |
| GitHub Foundations Certification | Exampro | 10 Hours | Development | [Watch here](https://youtu.be/Jdc0i7RcBv8?si=itnr_9u5M1mBEgU4) |
| AWS Cloud Practitioner | Exampro | 14 Hours | Cloud Computing | [Watch here](https://www.youtube.com/watch?v=SOTamWNgDKc) |
| Cybersecurity | Harvard | 7 Hours | Computer Science | [Watch here](https://www.youtube.com/playlist?list=PLhQjrBD2T383Cqo5I1oRrbC1EKRAKGKUE) |
| Internet History | UMichigan | 10 Hours | Technology & Security | [Watch here](https://www.youtube.com/watch?v=47NRaBVxgVM) |
### Intermediate Level
| Course Name | Institution | Duration | Category | Link |
|---------------------------------------|---------------|----------|------------------------|----------------------------------------------------------------------|
| Computational Thinking | Harvard | 12 Hours | Computer Science | [Watch here](https://www.youtube.com/playlist?list=PLUl4u3cNGP619EG1wp0kT-7rDE_Az5TNd) |
| Introduction to Algorithms | Harvard | 25 Hours | Computer Science | [Watch here](https://www.youtube.com/playlist?list=PLUl4u3cNGP63EdVPNLG3ToM6LaEUuStEY) |
| Web Programming | Harvard | 14 Hours | Web Development | [Watch here](https://www.youtube.com/playlist?list=PLhQjrBD2T380xvFSUmToMMzERZ3qB5Ueu) |
| Mobile Software Engineering | Harvard | 16 Hours | Software Engineering | [Watch here](https://www.youtube.com/playlist?list=PL7ippCC9NZurw6hLeurbk_SWUJ7PHN5-u) |
| Database Systems | Cornell | 25 Hours | Database Management | [Watch here](https://www.youtube.com/watch?v=4cWkVbC2bNE) |
| AWS Certified Solutions Architect | Exampro | 11 Hours | Cloud Computing | [Watch here](https://www.youtube.com/watch?v=Ia-UEYYR44s) |
| Introduction to Electronics | LWT College | 16 Hours | Electronics & Hardware | [Watch here](https://www.youtube.com/watch?v=nb4ovfwqup8) |
| Arduino R4 WiFi | Paul McWhorter| 14 Hours | Electronics & Hardware | [Watch here](https://www.youtube.com/playlist?list=PLGs0VKk2DiYyn0wN335MXpbi3PRJTMmex) |
| Natural Language Processing | Stanford | 25 Hours | Machine Learning | [Watch here](https://www.youtube.com/playlist?list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4) |
| Computer Architecture | Princeton | 27 Hours | Computer Science | [Watch here](https://www.youtube.com/watch?v=9nuAjYRbITQ) |
| Programming Paradigms | Stanford | 22 Hours | Programming | [Watch here](https://www.youtube.com/playlist?list=PL9D558D49CA734A02) |
| Introduction to Probability for CS | Stanford | 25 Hours | Mathematics | [Watch here](https://www.youtube.com/playlist?list=PLoROMvodv4rOpr_A7B9SriE_iZmkanvUg) |
| Human-Computer Interaction | Vermont | 25 Hours | Interaction Design | [Watch here](https://www.youtube.com/playlist?list=PLAuiGdPEdw0hhJ_XZUJrR9OeJoUgB1AiB) |
### Advanced Level
| Course Name | Institution | Duration | Category | Link |
|---------------------------------------|---------------|----------|------------------------|----------------------------------------------------------------------|
| Artificial Intelligence | Harvard | 11 Hours | Artificial Intelligence| [Watch here](https://www.youtube.com/playlist?list=PLhQjrBD2T381PopUTYtMSstgk-hsTGkVm) |
| Deep Learning | MIT | 11 Hours | Machine Learning | [Watch here](https://www.youtube.com/playlist?list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI) |
| Machine Learning | Stanford | 25 Hours | Machine Learning | [Watch here](https://www.youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU) |
| Meta Learning | Stanford | 25 Hours | Machine Learning | [Watch here](https://www.youtube.com/playlist?list=PLoROMvodv4rNjRoawgt72BBNwL2V7doGI) |
| Introduction to Robotics | Stanford | 18 Hours | Robotics | [Watch here](https://www.youtube.com/playlist?list=PL65CC0384A1798ADF) |
| Computer Vision | Stanford | 20 Hours | Computer Vision | [Watch here](https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv) |
| Advanced Algorithms | Harvard | 25 Hours | Algorithms | [Watch here](https://www.youtube.com/playlist?list=PL2SOU6wwxB0uP4rJgf5ayhHWgw7akUWSf) |
| Mathematics for Computer Science | MIT | 25 Hours | Mathematics | [Watch here](https://www.youtube.com/playlist?list=PLB7540DEDD482705B) |
| Theory of Computation | MIT | 32 Hours | Theory of Computation | [Watch here](https://www.youtube.com/playlist?list=PLUl4u3cNGP60_JNv2MmK3wkOt9syvfQWY) |
| Automata and Complexity Theory | Stanford | 11 Hours | Theory of Computation | [Watch here](https://www.youtube.com/playlist?list=PLoCMsyE1cvdV4CkdIZRKW8lk2BBOW-fbF) |
| Operating Systems | UC Berkeley | 38 Hours | Operating Systems | [Watch here](https://www.youtube.com/playlist?list=PLF2K2xZjNEf97A_uBCwEl61sdxWVP7VWC) |
| Brain-Computer Interface | UC San Diego | 9 Hours | Neuroscience | [Watch here](https://www.youtube.com/playlist?list=PLbbCsk7MUIGcO_lZMbyymWU2UezVHNaMq) |
| Compilers | Stanford | 14 Hours | Programming | [Watch here](https://www.youtube.com/playlist?list=PLTsf9UeqkRebOYdw4uqSN0ugRShSmHrzH) |
| Jetson Nano | Paul McWhorter| 45 Hours | Robotics | [Watch here](https://www.youtube.com/playlist?list=PLGs0VKk2DiYxP-ElZ7-QXIERFFPkOuP4_) |
| Raspberry Pi 4 | Paul McWhorter| 45 Hours | Robotics | [Watch here](https://www.youtube.com/playlist?list=PLGs0VKk2DiYxdMjCJmcP6jt4Yw6OHK85O) |
| Applied Numerical Algorithms | MIT | 25 Hours | Mathematics | [Watch here](https://www.youtube.com/playlist?list=PLQ3UicqQtfNv_Io_NT1b0Nzr9YDqpK3Lb) |
| Linear Programming | U. Victoria | 25 Hours | Mathematics | [Watch here](https://www.youtube.com/playlist?list=PLU4IQLU9e_Or4YYmJvv0hs1BqibJY_YEI) |
---
## Psychology and Cognitive Science Curriculum
### Beginner Level
| Course Name | Institution | Duration | Category | Link |
|---------------------------------------|---------------|----------|------------------------|----------------------------------------------------------------------|
| Introduction to Psychology | Yale | 20 Hours | Psychology | [Watch here](https://www.youtube.com/watch?v=f_jVsREneTQ) |
| Introduction to Cognitive Science | MIT | 25 Hours | Cognitive Science | [Watch here](https://www.youtube.com/playlist?list=PLUl4u3cNGP63xgq4W5O4JzEn6e46zHEn9) |
| Neuroscience for Beginners | Harvard | 12 Hours | Neuroscience | [Watch here](https://www.youtube.com/watch?v=8p2p6T0mzpM) |
| Computational Neuroscience | MIT | 14 Hours | Neuroscience | [Watch here](https://www.youtube.com/playlist?list=PLUl4u3cNGP62hVmLDm0X9GJrV38Dlt4Z5) |
| Neural Networks and Deep Learning | Stanford | 25 Hours | Machine Learning | [Watch here](https://www.youtube.com/playlist?list=PLHSE0mdBqdUHY-yqE6Qqci8z72J81wD2k) |