Computer Science & Management Fundamentals for Software Jobs
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- Curriculum
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Software practitioners often get focused on niche topics and limit their growth. In addition, the interview process slows down the learning process even further.
Software = People + programs
Treating people like “resources” with predictable behavior is disrespectful. The tendency to automate human interactions in professional environments leads to an unfulfilling career. Often the blame is targeted toward technology, but the real culprit is ignorance.
There are more non-computer science-trained programmers in the industry than CS degree holders. The gap leads to unfair competition and often a conflict-prone career growth trajectory. In addition, software engineering brings the human element of the profession to the center stage. With all these variables in play simultaneously, getting overwhelmed is only human.
But that sounds like an excuse. Is it?
No. Unfortunately, the hyper-growth of online learning tools has created a false bubble around trends. If getting certified gets easier, getting a job with it becomes that much more difficult. The only solution is knowledge—diverse and relevant awareness.
Dealing with teams needs a broader perspective and understanding of fundamentals. Knowing computer science fundamentals takes time. Job changes disrupt the learning processes.
This course provides a lifelong learning roadmap and references you can keep following up on to build a solid foundation for your career. Long-lasting careers don’t depend on a framework or a language; fundamentals forge them.
Following topics are provided as articles in the text to help faster completion. The videos are suggestions, observations, and opinions about the industry based on 16+ years of first-hand experience.
Course Topics
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Engineering
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Algorithms and Data Structures
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Compiler Design
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Computer Architecture
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Programming Language Language
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Databases
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Distributed Systems
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File Systems
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Mathematics
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Networking
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Operating Systems
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General Programming and Design patterns
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Software Engineering
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Security
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Non-Engineering
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Advertising and Marketing
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Business Management
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Economics
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Finance and Behavioural Economics
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People management, including introspection
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Psychology
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Evolution, History, and Philosophy
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1Instructor Career Summary "How do you know about the importance of the fields?"Video lesson
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2Structure of lectures in the courseVideo lesson
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3A demo to showcase the necessity of this course.Video lesson
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4An example of fully functioning software organization.Video lesson
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5The outsider Protocol: Challenges for non computer science graduates in softwareVideo lesson
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6An practical example of career graphs showing the impact of curriculum on careerVideo lesson
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7Section IntroductionVideo lesson
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8Applied Mathematics - PurposeVideo lesson
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9Applied Mathematics - Procedure to learnVideo lesson
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10Applied Mathematics - Executing the knowledge in real lifeVideo lesson
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11Algorithms and Data Strucures - PurposeVideo lesson
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12Algorithms and Data Structures : Procedure to learnVideo lesson
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13Algorithms and Data Strcutures : Executing the knowledge in daily engineeringVideo lesson
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14Compiler Design : PurposeVideo lesson
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15Compiler Design : Procedure to learnVideo lesson
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16Compiler Design : Executing ideas for career developmentVideo lesson
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17Computer Architecture : Purpose of learningVideo lesson
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18Computer Architecture : Procedure to learnVideo lesson
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19Computer Architecture : Executing ideas in daily engineeringVideo lesson
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20Programming Languages : Purpose of learningVideo lesson
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21Programming Languages: Procedure to learnVideo lesson
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22Programming Languages: Executing knowledge in daily engineeringVideo lesson
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23Database Design : Purpose to learnVideo lesson
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24Database Design: Procedure to learnVideo lesson
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25Database design: Executing ideas in daily engineeringVideo lesson
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26Distributed Systems: Purpose of learningVideo lesson
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27Distributed Systems: Procedure to learnVideo lesson
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28Distributed Systems : Executing knowledge in daily engineeringVideo lesson
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29File Systems: Purpose of learningVideo lesson
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30File Systems: Procedure to learnVideo lesson
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31File Systems: Executing ideas in daily engineeringVideo lesson
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32File SystemsQuiz
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33Networking: PurposeVideo lesson
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34Networking: ProcedureVideo lesson
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35Networking: ExecutionVideo lesson
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36Networking baiscsQuiz
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37Operating Systems: Purpose to learnVideo lesson
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38Operating Systems: Procedure to learnVideo lesson
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39Operating Systems: Execution of knowledgeVideo lesson
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40Design Patterns and Programming Practices: PurposeVideo lesson
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41Design Patterns and Programming Practices: ProcedureVideo lesson
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42Desing Patterns and Programming Practices: Executing ideasVideo lesson
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43Software Engineering: PurposeVideo lesson
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44Software Engineering: Procedure to learnVideo lesson
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45Software Engineering: Execution of ideasVideo lesson
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46Security and Cryptography : PurposeVideo lesson
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47Security and Cryptography : Procedure to learnVideo lesson
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48Security and Cryptography : Execution of ideasVideo lesson
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49Additional subjectsText lesson
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50Section IntroductionVideo lesson
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51Advertising and Marketing : PurposeVideo lesson
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52Advertising and Marketing : Procedure to learnVideo lesson
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53Advertising and Marketing : Executing IdeasVideo lesson
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54Business Management: Purpose to learn ( applicable to Product Management )Video lesson
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55Business Management: Procedure to learnVideo lesson
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56Business Management: Executing ideas in daily engineeringVideo lesson
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57People Management ( professional self improvement/career development): PurposeVideo lesson
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58People Management ( professional self improvement/career development): ProcedureVideo lesson
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59People Management ( professional self improvement/career development): ExecutionVideo lesson
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60Psychology: Purpose of learningVideo lesson
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61Psychology: Procedure of learningVideo lesson
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62Psychology: Executing ideas practicallyVideo lesson
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63Economics: Purpose of learningVideo lesson
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64Economics: Procedure of learningVideo lesson
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65Economics: Executing ideasVideo lesson
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66Finance / Behavioral Finance : PurposeVideo lesson
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67Finance / Behavioral Finance : ProcedureVideo lesson
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68Finance / Behavioral Finance : Executing ideas practicallyVideo lesson
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69Evolution, History and Philosophy: Purpose to learnVideo lesson
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70Evolution, History and Philosophy: Procedure to start learningVideo lesson
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71Evolution, History and Philosophy: Adopting ideasVideo lesson
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72Section IntroductionVideo lesson
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73Performance and MathematicsVideo lesson
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74File System and AlgorithmsVideo lesson
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75Computer Architecture and Data StrcuturesVideo lesson
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76Computer Architecture and Machine LearningVideo lesson
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77Compiler Design and Software EngineeringVideo lesson
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78Psychology and Distributed SystemsVideo lesson
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79Operating System and People ManagementVideo lesson
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80Evolution and Applying FundamentalsVideo lesson
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