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🎓 Path to a self-taught graduation in Computer Science!
Contents
About
This is a solid path for you that want to graduate in a Computer Science course in your own time, for free, with courses from the best universities of the World.
Here we will try to choose a maximum of 3 courses for each category. Futurely, more categories and/or courses can be added to this list or in a more advanced list.
Initially, we will also give preference for MOOC (Massive Open Online Course) type of courses because those courses were created with our style of learning in mind.
Becoming an OSS student
Your registration for this graduation course will be effectuated after you create your profile in our students folder.
"How can I do this?"
Just fork this repository and create a markdown file named with your GitHub username. It’s that simple.
Use the model below to create your own file:
# Student Profile
**Name**: YOUR NAME
**GitHub**: [@your_username]()
**Twitter**: [@your_username]()
**Linkedin**: [link]()
# Completed Courses
**Name of the Section**
Course|Files
:--|:--:
Course Name| [link]()
"Why should I do this?"
Making a public commitment, we have much more chances to succeed in our graduation, know better our fellows and share the things that we have done.
For those reasons we are using that strategy.
Topics
- Introduction
- Program Design
- Programming Paradigms
- Software Testing
- Math
- Algorithms
- Software Architecture
- Software Engineering
- Operating Systems
- Computer Networks
- Databases
- Cloud Computing
- Cryptography
- Compilers
- UX Design
- Artificial Intelligence
- Machine Learning
- Natural Language Processing
- Internet of Things
- Big Data
- Data Mining
Introduction
| Course | Duration | Files | Status |
|---|---|---|---|
| Introduction to Computer Science | 9 ~ 15 weeks | ⎙ | - |
| Introduction to Computer Science and Programming Using Python | 9 weeks | ⎙ | - |
| Introduction to Computational Thinking and Data Science | 10 weeks | ⎙ | - |
Program Design
| Course | Duration | Files | Status |
|---|---|---|---|
| Systematic Program Design- Part 1: The Core Method | 5 weeks | ⎙ | - |
| Systematic Program Design- Part 2: Arbitrary Sized Data | 5 weeks | ⎙ | - |
| Systematic Program Design- Part 3: Abstraction, Search and Graphs | 5 weeks | ⎙ | - |
Programming Paradigms
| Course | Duration | Files | Status |
|---|---|---|---|
| Introduction to Functional Programming | 7 weeks | ⎙ | - |
| Principles of Reactive Programming | 7 weeks | ⎙ | - |
| Programming Languages | 8-16 hours/week | ⎙ | - |
| Functional Programming Principles in Scala | 7 weeks | ⎙ | - |
Software Testing
| Course | Duration | Files | Status |
|---|---|---|---|
| Software Testing | 4 weeks | ⎙ | - |
| Software Debugging | 8 weeks | ⎙ | - |
Math
| Course | Duration | Files | Status |
|---|---|---|---|
| Effective Thinking Through Mathematics | 9 weeks | ⎙ | - |
| Applications of Linear Algebra Part 1 | 5 weeks | ⎙ | - |
| Applications of Linear Algebra Part 2 | 4 weeks | ⎙ | - |
| Linear and Discrete Optimization | 3-6 hours/week | ⎙ | - |
| Probabilistic Graphical Models | 11 weeks | ⎙ | - |
| Game Theory | 9 weeks | ⎙ | - |
Algorithms
| Course | Duration | Files | Status |
|---|---|---|---|
| Algorithms, Part I | 6 weeks | ⎙ | - |
| Algorithms, Part II | 6 weeks | ⎙ | - |
| Analysis of Algorithms | 6 weeks | ⎙ | - |
Software Architecture
| Course | Duration | Files | Status |
|---|---|---|---|
| Web Application Architectures | 6-9 hours/week | ⎙ | - |
| Microservice Architectures TODO | - | ⎙ | - |
Software Engineering
| Course | Duration | Files | Status |
|---|---|---|---|
| Engineering Software as a Service (SaaS), Part 1 | 9 weeks | ⎙ | - |
| Engineering Software as a Service (Saas), Part 2 | 8 weeks | ⎙ | - |
| Software Product Management Specialization | - | ⎙ | - |
Operating Systems
| Course | Duration | Files | Status |
|---|---|---|---|
| Operating System Engineering | - | ⎙ | - |
| Operating Systems and System Programming | - | ⎙ | - |
Computer Networks
| Course | Duration | Files | Status |
|---|---|---|---|
| Computer Networks | 4–12 hours/week | ⎙ | - |
| Software Defined Networking | 7-10 hours/week | ⎙ | - |
Databases
| Course | Duration | Files | Status |
|---|---|---|---|
| Introduction to Databases | - | ⎙ | - |
| Database Design | 9 hours | ⎙ | - |
| Database Management Essentials | weeks | ⎙ | - |
Cloud Computing
| Course | Duration | Files | Status |
|---|---|---|---|
| Introduction to Cloud Computing | 4 weeks | ⎙ | - |
| Cloud Computing Specialization | - | ⎙ | - |
Cryptography
| Course | Duration | Files | Status |
|---|---|---|---|
| Cryptography I | 6 weeks | ⎙ | - |
| Cryptography II | 6 weeks | ⎙ | - |
| Applied Cryptography | 8 weeks | ⎙ | - |
Compilers
| Course | Duration | Files | Status |
|---|---|---|---|
| Compilers | 11 weeks | ⎙ | - |
UX Design
| Course | Duration | Files | Status |
|---|---|---|---|
| Interaction Design Specialization | - | ⎙ | - |
| UX Design for Mobile Developers | 6 weeks | ⎙ | - |
Artificial Intelligence
| Course | Duration | Files | Status |
|---|---|---|---|
| Artificial Intelligence | 12 weeks | ⎙ | - |
Machine Learning
| Course | Duration | Files | Status |
|---|---|---|---|
| Practical Machine Learning | 4 weeks | ⎙ | - |
| Machine Learning | 11 weeks | ⎙ | - |
| Neural Networks for Machine Learning | 8 weeks | ⎙ | - |
Natural Language Processing
| Course | Duration | Files | Status |
|---|---|---|---|
| Natural Language Processing | 10 weeks | ⎙ | - |
| Natural Language Processing | 10 weeks | ⎙ | - |
Internet of Things
| Course | Duration | Files | Status |
|---|---|---|---|
| An Introduction to Programming the Internet of Things Specialization | - | ⎙ | - |
| Internet of Things Specialization | - | ⎙ | - |
Big Data
| Course | Duration | Files | Status |
|---|---|---|---|
| Big Data Specialization | - | ⎙ | - |
Data Mining
| Course | Duration | Files | Status |
|---|---|---|---|
| Data Mining specialization | - | ⎙ | - |
Next Goals
- Adding our university page at Linkedin, so in that way we will be able to add OSS University in our Linkedin profile.