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Design of Computer Programs

Take Udacity's free Design of Computer Programs course and learn new concepts, patterns and methods that will expand your Python coding abilities. Learn online with Udacity.

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What's inside

Syllabus

Lesson 1

Bonus: Shuffling

Andy's Corner 1

Problem Set 1

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Read about what's good

what should give you pause

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Explores concepts, patterns, and methods that strengthen and develop coding abilities, which is standard practice in Python development

Taught by Peter Norvig, who are recognized for their work in artificial intelligence, natural language processing, machine learning, robotics, and computer science

Explores classic design patterns that can enhance and develop the coding abilities of learners

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Reviews summary

Design principles and challenging python practice

According to learners, this course offers a strong dive into the design principles of computer programs, particularly leveraging Python. Many highlight the clear explanations provided by the instructor, making complex ideas more accessible. A recurring theme is the highly challenging problem sets, which students feel effectively reinforce learning and push them to think more like seasoned programmers. While generally well-received for its conceptual depth and practical application through assignments, some reviewers mention that the course requires solid prior experience with Python and can be difficult for those new to programming concepts, suggesting it's best suited for intermediate learners.

Core concepts are highly relevant today.

"While some specific examples might feel a bit older, the core design principles are timeless and applicable."

"The fundamental concepts taught here are still highly relevant for modern software development."

"I could immediately see how to apply these design ideas to my current projects, even if the tech isn't brand new."

Excellent coverage of program design principles.

"Loved the focus on design patterns and learning to structure programs properly."

"This course changed how I think about writing code, emphasizing good design from the start."

"It provides a solid foundation in software design concepts using practical examples."

Instructor makes complex concepts understandable.

"The instructor explains complex topics clearly and makes difficult concepts easy to grasp."

"His teaching style is very effective; I could follow along well even on tough subjects."

"I appreciated how he broke down the design patterns step-by-step."

Assignments are tough but deeply rewarding.

"The problem sets are incredibly challenging but reward you with a deep understanding."

"I learned the most by wrestling with the homework; it really forces you to apply the ideas."

"Be prepared for tough assignments that will push your limits, but they are fair and valuable."

Best for intermediate Python programmers.

"I found this course quite difficult without significant prior Python experience."

"It assumes you're already comfortable with Python fundamentals; beginners might struggle."

"This course is definitely aimed at those who have coded before and want to level up their design skills."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Design of Computer Programs with these activities:

Review Core Python Concepts

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Strengthen foundational knowledge of Python syntax, data structures, and object-oriented programming.

Browse courses on Python Basics

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Go through your course notes and assignments to refresh your understanding of core concepts
Review relevant sections of the course textbook or online documentation
Complete practice exercises or quizzes to assess your comprehension

Organize Course Resources

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Enhance understanding and retention by organizing course materials into a comprehensive resource.

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Review all lecture notes, assignments, quizzes, and exams
Identify key concepts and organize your notes accordingly
Create a digital or physical notebook where you can compile these organized notes

Python Coding Challenges

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Boost problem-solving abilities and solidify Python skills through practice drills.

Browse courses on Problem Solving

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Choose a reputable platform or website that offers Python coding challenges
Select challenges that are aligned with your current knowledge level
Attempt to solve the challenges on your own, referring to course materials or documentation as needed
Review solutions and explanations to gain insights and improve your approach

Five other activities

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Form a Python Study Group

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Foster collaboration, enhance understanding, and improve problem-solving skills.

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Recruit fellow students who are interested in forming a study group
Establish regular meeting times and create a shared online space for communication
Take turns presenting concepts, solving problems, and providing constructive feedback

Explore Advanced Python Techniques

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Enhance Python proficiencies by following tutorials that cover advanced topics.

Browse courses on Advanced Python

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Identify areas where you seek improvement or want to expand your knowledge
Research and select reputable online tutorials or courses that cover these topics
Follow the tutorials diligently, practicing the concepts and techniques presented
Implement the learned techniques in your own projects or assignments to reinforce understanding

Attend Python Meetups or Conferences

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Connect with other Python enthusiasts, learn about industry trends, and expand your knowledge.

Browse courses on Networking

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Research upcoming Python meetups or conferences in your area or online
Register and attend the events, actively participating in discussions
Connect with professionals and share knowledge, seeking guidance when needed

Build a Python Project Showcase

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Solidify understanding of Python concepts by designing and implementing a portfolio of projects.

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Brainstorm and select projects that align with your skill level and interests
Design and develop each project, ensuring they demonstrate proficiency in various Python concepts
Document your projects thoroughly, including code explanations and project descriptions
Showcase your projects on a platform like GitHub or a personal website

Develop a Python-Based Tool or Application

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Deepen understanding of Python capabilities by designing and implementing a practical application.

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Identify a problem or need that can be addressed with a Python application
Design the application's functionality, interface, and underlying data structures
Develop and test the application thoroughly, ensuring it meets the desired requirements
Deploy the application and make it available to users

Career center

Learners who complete Design of Computer Programs will develop knowledge and skills that may be useful to these careers:

Computer Programmer

Computer Programmers apply mathematical concepts, principles, and techniques to design and develop computer hardware and software systems. This course may be helpful in preparing for this role as it covers topics such as computer programming, software development, and computer systems.

See salaries and explore the career path for Computer Programmer

Computer Systems Analyst

Computer Systems Analysts design, develop, and implement computer systems solutions for businesses and organizations. This course may be helpful in preparing for this role as it covers topics such as computer systems, computer programming, and software development.

See salaries and explore the career path for Computer Systems Analyst

Software Developer

Software Developers design, develop, and maintain software programs and applications. This course may be helpful in preparing for this role as it covers topics such as computer programming, software development, and computer systems.

See salaries and explore the career path for Software Developer

Web Developer

Web Developers design, develop, and maintain websites and web applications. This course may be helpful in preparing for this role as it covers topics such as computer programming, web development, and computer systems.

See salaries and explore the career path for Web Developer

Database Administrator

Database Administrators design, develop, and maintain database systems. This course may be helpful in preparing for this role as it covers topics such as computer systems, database management, and computer programming.

See salaries and explore the career path for Database Administrator

Information Security Analyst

Information Security Analysts design and implement security measures to protect computer systems and networks from unauthorized access, use, disclosure, disruption, modification, or destruction. This course may be helpful in preparing for this role as it covers topics such as computer systems, computer security, and computer programming.

See salaries and explore the career path for Information Security Analyst

Data Scientist

Data Scientists collect, analyze, and interpret data to help businesses and organizations make informed decisions. This course may be helpful in preparing for this role as it covers topics such as computer programming, data analysis, and statistics.

See salaries and explore the career path for Data Scientist

Machine Learning Engineer

Machine Learning Engineers design, develop, and implement machine learning models to help businesses and organizations make informed decisions. This course may be helpful in preparing for this role as it covers topics such as computer programming, machine learning, and artificial intelligence.

See salaries and explore the career path for Machine Learning Engineer

Artificial Intelligence Engineer

Artificial Intelligence Engineers design, develop, and implement artificial intelligence systems to help businesses and organizations make informed decisions. This course may be helpful in preparing for this role as it covers topics such as computer programming, artificial intelligence, and machine learning.

See salaries and explore the career path for Artificial Intelligence Engineer

Computer Hardware Engineer

Computer Hardware Engineers design, develop, and maintain computer hardware systems. This course may be helpful in preparing for this role as it covers topics such as computer systems, computer hardware, and computer programming.

See salaries and explore the career path for Computer Hardware Engineer

Computer Network Engineer

Computer Network Engineers design, develop, and maintain computer networks. This course may be helpful in preparing for this role as it covers topics such as computer networks, computer systems, and computer programming.

See salaries and explore the career path for Computer Network Engineer

Software Quality Assurance Analyst

Software Quality Assurance Analysts design and implement quality assurance measures to ensure that software programs and applications meet customer requirements. This course may be helpful in preparing for this role as it covers topics such as computer programming, software development, and quality assurance.

See salaries and explore the career path for Software Quality Assurance Analyst

Technical Writer

Technical Writers create and maintain technical documentation for software programs and applications. This course may be helpful in preparing for this role as it covers topics such as computer programming, technical writing, and computer systems.

See salaries and explore the career path for Technical Writer

Project Manager

Project Managers plan, execute, and close projects to achieve specific goals and objectives. This course may be helpful in preparing for this role as it covers topics such as project management, computer systems, and computer programming.

See salaries and explore the career path for Project Manager

Business Analyst

Business Analysts analyze business needs and develop solutions to improve business processes. This course may be helpful in preparing for this role as it covers topics such as computer systems, business analysis, and computer programming.

See salaries and explore the career path for Business Analyst

Reading list

We've selected 13 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Design of Computer Programs.

Structure and Interpretation of Computer Programs

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Is used as a textbook at academic institutions and by industry professionals. It provides a solid foundation in computer science concepts and is particularly useful for understanding the design and implementation of computer programs.

Design of Computer Programs

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What's inside

Syllabus

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Save this course

Reviews summary

Design principles and challenging python practice

Activities

Career center

Reading list

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