diff --git a/README.md b/README.md index bfb5527..e27f13d 100644 --- a/README.md +++ b/README.md @@ -89,160 +89,151 @@ That is why we are using this strategy. ### Introduction -Courses| -:--| -[Introduction to Computer Science](https://www.edx.org/course/introduction-computer-science-harvardx-cs50x#!)| 9 ~ 15 weeks -[Introduction to Computer Science and Programming Using Python](https://www.edx.org/course/introduction-computer-science-mitx-6-00-1x-5#!)| 9 weeks -[Introduction to Computational Thinking and Data Science](https://www.edx.org/course/introduction-computational-thinking-data-mitx-6-00-2x-2#!)| 10 weeks +Courses | Duration | Effort +:-- | :--: | :--: +[Introduction to Computer Science](https://www.edx.org/course/introduction-computer-science-harvardx-cs50x#!)| 12 weeks | 10-20 hours/week +[Introduction to Computer Science and Programming Using Python](https://www.edx.org/course/introduction-computer-science-mitx-6-00-1x-5#!)| 9 weeks | 15 hours/week +[Introduction to Computational Thinking and Data Science](https://www.edx.org/course/introduction-computational-thinking-data-mitx-6-00-2x-2#!)| 10 weeks | 15 hours/week ### Program Design -Courses| -:--| -[Systematic Program Design- Part 1: The Core Method](https://www.edx.org/course/systematic-program-design-part-1-core-ubcx-spd1x-0)| 5 weeks -[Systematic Program Design- Part 2: Arbitrary Sized Data](https://www.edx.org/course/systematic-program-design-part-2-ubcx-spd2x)| 5 weeks -[Systematic Program Design- Part 3: Abstraction, Search and Graphs](https://www.edx.org/course/systematic-program-design-part-3-ubcx-spd3x)| 5 weeks +Courses | Duration | Effort +:-- | :--: | :--: +[Systematic Program Design- Part 1: The Core Method](https://www.edx.org/course/systematic-program-design-part-1-core-ubcx-spd1x-0)| 5 weeks | 8-12 hours/week +[Systematic Program Design- Part 2: Arbitrary Sized Data](https://www.edx.org/course/systematic-program-design-part-2-ubcx-spd2x)| 5 weeks | 8-12 hours/week +[Systematic Program Design- Part 3: Abstraction, Search and Graphs](https://www.edx.org/course/systematic-program-design-part-3-ubcx-spd3x)| 5 weeks | 8-12 hours/week ### Algorithms -Courses| -:--| -[Algorithms, Part I](https://www.coursera.org/course/algs4partI)| 6 weeks -[Algorithms, Part II](https://www.coursera.org/course/algs4partII)| 6 weeks -[Analysis of Algorithms](https://www.coursera.org/course/aofa)| 6 weeks +Courses | Duration | Effort +:-- | :--: | :--: +[Algorithms, Part I](https://www.coursera.org/course/algs4partI)| 6 weeks | 6-12 hours/week +[Algorithms, Part II](https://www.coursera.org/course/algs4partII)| 6 weeks | 6-12 hours/week +[Analysis of Algorithms](https://www.coursera.org/course/aofa)| 6 weeks | 6-8 hours/week ### Programming Paradigms -Courses| -:--| -[Introduction to Functional Programming](https://www.edx.org/course/introduction-functional-programming-delftx-fp101x-0#ct-read-review-widget)| 7 weeks -[Object Oriented Programming in Java](https://www.coursera.org/learn/object-oriented-java) | 6 weeks -[Principles of Reactive Programming](https://www.coursera.org/course/reactive)| 7 weeks -[Programming Languages](https://www.coursera.org/course/proglang)| 8-16 hours/week -[Functional Programming Principles in Scala](https://www.coursera.org/course/progfun)| 7 weeks +Courses | Duration | Effort +:-- | :--: | :--: +[Introduction to Functional Programming](https://www.edx.org/course/introduction-functional-programming-delftx-fp101x-0#ct-read-review-widget)| 7 weeks | 4-6 hours/week +[Object Oriented Programming in Java](https://www.coursera.org/learn/object-oriented-java) | 6 weeks | 4-6 hours/week +[Principles of Reactive Programming](https://www.coursera.org/course/reactive)| 7 weeks | 5-7 hours/week +[Functional Programming Principles in Scala](https://www.coursera.org/course/progfun)| 7 weeks | 5-7 hours/week ### Software Testing -Courses| -:--| -[Software Testing](https://www.udacity.com/course/software-testing--cs258)| 4 weeks -[Software Debugging](https://www.udacity.com/course/software-debugging--cs259)| 8 weeks +Courses | Duration | Effort +:-- | :--: | :--: +[Software Testing](https://www.udacity.com/course/software-testing--cs258)| 4 weeks | 6 hours/week +[Software Debugging](https://www.udacity.com/course/software-debugging--cs259)| 8 weeks | 6 hours/week ### Math -Courses| -:--| -[Effective Thinking Through Mathematics](https://www.edx.org/course/effective-thinking-through-mathematics-utaustinx-ut-9-01x)| 9 weeks -[Applications of Linear Algebra Part 1](https://www.edx.org/course/applications-linear-algebra-part-1-davidsonx-d003x-1#ct-read-review-widget)| 5 weeks -[Applications of Linear Algebra Part 2](https://www.edx.org/course/applications-linear-algebra-part-2-davidsonx-d003x-2)| 4 weeks -[Linear and Discrete Optimization](https://www.coursera.org/course/linearopt)| 3-6 hours/week -[Probabilistic Graphical Models](https://www.coursera.org/course/pgm)| 11 weeks -[Game Theory](https://www.coursera.org/course/gametheory)| 9 weeks +Courses | Duration | Effort +:-- | :--: | :--: +[Effective Thinking Through Mathematics](https://www.edx.org/course/effective-thinking-through-mathematics-utaustinx-ut-9-01x)| 9 weeks | 5 hours/week +[Applications of Linear Algebra Part 1](https://www.edx.org/course/applications-linear-algebra-part-1-davidsonx-d003x-1#ct-read-review-widget)| 5 weeks | 12-18 hours/week +[Applications of Linear Algebra Part 2](https://www.edx.org/course/applications-linear-algebra-part-2-davidsonx-d003x-2)| 4 weeks | 12-18 hours/week +[Linear and Discrete Optimization](https://www.coursera.org/course/linearopt)| 7 weeks | 3-6 hours/week +[Probabilistic Graphical Models](https://www.coursera.org/course/pgm)| 11 weeks | 15-20 hours/week +[Game Theory](https://www.coursera.org/course/gametheory)| 9 weeks | 5-7 hours/week ### Software Architecture -Courses| -:--| -[Web Application Architectures](https://www.coursera.org/course/webapplications)| 6-9 hours/week -[Software Architecture & Design](https://www.udacity.com/course/software-architecture-design--ud821)| - -[Microservice Architectures TODO]()| - +Courses | Duration | Effort +:-- | :--: | :--: +[Web Application Architectures](https://www.coursera.org/course/webapplications)| 6 weeks | 6-9 hours/week +[Software Architecture & Design](https://www.udacity.com/course/software-architecture-design--ud821)| 8 weeks | 6 hours/week ### Software Engineering -Courses| -:--| -[Engineering Software as a Service (SaaS), Part 1](https://www.edx.org/course/engineering-software-service-saas-part-1-uc-berkeleyx-cs169-1x)| 9 weeks -[Engineering Software as a Service (Saas), Part 2](https://www.edx.org/course/engineering-software-service-saas-part-2-uc-berkeleyx-cs169-2x)| 8 weeks -[Software Product Management Specialization](https://www.coursera.org/specializations/product-management)| - +Courses | Duration | Effort +:-- | :--: | :--: +[Engineering Software as a Service (SaaS), Part 1](https://www.edx.org/course/engineering-software-service-saas-part-1-uc-berkeleyx-cs169-1x)| 9 weeks | 12 hours/week +[Engineering Software as a Service (Saas), Part 2](https://www.edx.org/course/engineering-software-service-saas-part-2-uc-berkeleyx-cs169-2x)| 8 weeks | 12 hours/week +[Software Processes and Agile Practices](https://www.coursera.org/learn/software-processes-and-agile-practices)| 4 weeks | 6-8 hours/week ### Operating Systems -Courses| -:--| -[Operating System Engineering](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-828-operating-system-engineering-fall-2012/)| - -[Operating Systems and System Programming](https://www.youtube.com/watch?v=XgQo4JkN4Bw&list=PL3289DD0D0F0CD4A3)| - +Courses | Duration | Effort +:-- | :--: | :--: +[Operating System Engineering](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-828-operating-system-engineering-fall-2012/)| - | - +[Operating Systems and System Programming](https://www.youtube.com/watch?v=XgQo4JkN4Bw&list=PL3289DD0D0F0CD4A3)| - | - ### Computer Networks -Courses| -:--| -[Computer Networks](https://www.coursera.org/course/comnetworks)| 4–12 hours/week -[Software Defined Networking](https://www.coursera.org/course/sdn1)| 7-10 hours/week +Courses | Duration | Effort +:-- | :--: | :--: +[Introduction to Computer Networking](https://lagunita.stanford.edu/courses/Engineering/Networking-SP/SelfPaced/about) | - | 5-10 hours/week +[Computer Networks](https://www.coursera.org/course/comnetworks)| - | 4–12 hours/week ### Databases -Courses| -:--| -[Introduction to Databases](https://www.coursera.org/course/db)| - -[Database Design](https://www.udemy.com/database-design/#reviews)| 9 hours -[Database Management Essentials](https://www.coursera.org/learn/database-management)| 8 weeks +Courses | Duration | Effort +:-- | :--: | :--: +[Databases](https://lagunita.stanford.edu/courses/DB/2014/SelfPaced/about)| 12 weeks | 8-12 hours/week ### Cloud Computing -Courses| -:--| -[Introduction to Cloud Computing](https://www.edx.org/course/introduction-cloud-computing-ieeex-cloudintro-x-0)| 4 weeks -[Cloud Computing Specialization](https://www.coursera.org/specializations/cloudcomputing)| - +Courses | Duration | Effort +:-- | :--: | :--: +[Introduction to Cloud Computing](https://www.edx.org/course/introduction-cloud-computing-ieeex-cloudintro-x-0)| 4 weeks | 1 hour/week ### Cryptography -Courses| -:--| -[Cryptography I](https://www.coursera.org/course/crypto)| 6 weeks -[Cryptography II](https://www.coursera.org/course/crypto2)| 6 weeks -[Applied Cryptography](https://www.udacity.com/course/applied-cryptography--cs387)| 8 weeks +Courses | Duration | Effort +:-- | :--: | :--: +[Cryptography I](https://www.coursera.org/course/crypto)| 6 weeks | 5-7 hours/week +[Cryptography II](https://www.coursera.org/course/crypto2)| 6 weeks | 6-8 hours/week +[Applied Cryptography](https://www.udacity.com/course/applied-cryptography--cs387)| 8 weeks | 6 hours/week ### Compilers -Courses| -:--| -[Compilers](https://www.coursera.org/course/compilers)| 11 weeks +Courses | Duration | Effort +:-- | :--: | :--: +[Compilers](https://www.coursera.org/course/compilers)| 11 weeks | 8-10 hours/week ### UX Design -Courses| -:--| -[Interaction Design Specialization](https://www.coursera.org/specializations/interaction-design)| - -[UX Design for Mobile Developers](https://www.udacity.com/course/ux-design-for-mobile-developers--ud849)| 6 weeks +Courses | Duration | Effort +:-- | :--: | :--: +[UX Design for Mobile Developers](https://www.udacity.com/course/ux-design-for-mobile-developers--ud849)| 6 weeks | 6 hours/week ### Artificial Intelligence -Courses| -:--| -[Artificial Intelligence](https://www.edx.org/course/artificial-intelligence-uc-berkeleyx-cs188-1x#!)| 12 weeks +Courses | Duration | Effort +:-- | :--: | :--: +[Artificial Intelligence](https://www.edx.org/course/artificial-intelligence-uc-berkeleyx-cs188-1x#!)| 12 weeks | 15 hours/week ### Machine Learning -Courses| -:--| -[Practical Machine Learning](https://www.coursera.org/course/predmachlearn)| 4 weeks -[Machine Learning](https://www.coursera.org/learn/machine-learning)| 11 weeks -[Neural Networks for Machine Learning](https://www.coursera.org/course/neuralnets)| 8 weeks +Courses | Duration | Effort +:-- | :--: | :--: +[Machine Learning](https://www.coursera.org/learn/machine-learning)| 11 weeks | - ### Natural Language Processing -Courses| -:--| -[Natural Language Processing](https://www.coursera.org/course/nlangp)| 10 weeks -[Natural Language Processing](https://www.coursera.org/course/nlp)| 10 weeks +Courses | Duration | Effort +:-- | :--: | :--: +[Natural Language Processing](https://www.coursera.org/course/nlp)| 10 weeks | 8-10 hours/week ### Big Data -Courses| -:--| -[Big Data Specialization](https://www.coursera.org/specializations/big-data)| - +Courses | Duration | Effort +:-- | :--: | :--: +[Introduction to Big Datan](https://www.coursera.org/learn/intro-to-big-data)| 3 weeks | 5-6 hours/week ### Data Mining -Courses| -:--| -[Data Mining specialization](https://www.coursera.org/specializations/datamining)| - +Courses | Duration | Effort +:-- | :--: | :--: +[Pattern Discovery in Data Mining](https://www.coursera.org/course/patterndiscovery)| 4 weeks | 4-6 hours/week ### Internet of Things -Courses| -:--| -[The Internet of Things](https://www.futurelearn.com/courses/internet-of-things)| +Courses | Duration | Effort +:-- | :--: | :--: +[The Internet of Things](https://www.futurelearn.com/courses/internet-of-things)| 4 weeks | hours/week ## How to use this guide