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Brynn Claypoole
and
Horatio Thomas
Udacity's Swift Data Structures course will introduce you to data structures & algorithms in Swift. You'll review interview questions and learn how to structure your responses.
Register for this course and see more details by visiting:
OpenCourser.com/course/b2fxmk/data
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What's inside
Syllabus
Start off with a basic introduction to topics covered in this course and the overall content structure, including an explanation of expected Swift knowledge.
Read more
Syllabus
Start off with a basic introduction to topics covered in this course and the overall content structure, including an explanation of expected Swift knowledge.
Read more
Learn the definition of a list in computer science, and see definitions and examples of list-based data structures, arrays, linked lists, stacks, and queues.
Explore how to search and sort with list-based data structures, including binary search and bubble, merge, and quick sort. Learn how to use recursion.
Understand the concepts of sets, maps (dictionaries), and hashing. Examine common problems and approaches to hashing, and practice with examples.
Learn the concepts and terminology associated with tree data structures. Investigate tree types, such as binary search trees, heaps, and self-balancing trees.
Examine the theoretical concept of a graph and understand common graph terms, coded representations, properties, traversals, and paths.
Explore famous computer science problems, specifically the Shortest Path Problem, the Knapsack Problem, and the Traveling Salesman Problem.
Learn about the “algorithm” for answering common technical interviewing questions. Practice and get tips for giving interviewers what they’re looking for.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Explores recursion, which is used extensively in modern programming
Suitable for those who want to learn core Java data structures and algorithms
Taught by experts with experience in industry
Provides tips for answering technical interviewing questions, making it relevant for job seekers
May not cover the latest versions of software, so it's important to check before enrolling
Requires a basic understanding of Swift before taking this course
Save this course
Save Data Structures & Algorithms in Swift to your list so you can find it easily later:
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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 Data Structures & Algorithms in Swift with these
activities:
Review basic programming concepts
Show steps
Refresher on basic programming concepts will strengthen your foundation for understanding the data structures and algorithms covered in the course.
Show steps
-
Revisit online tutorials or books covering basic programming syntax and data types.
-
Practice writing simple Swift code snippets.
Create a personalized collection of learning resources
Show steps
Organizing your own collection of learning materials tailored to your specific needs supports your understanding of data structures and allows you to easily access resources for further exploration.
Show steps
-
Gather materials such as articles, tutorials, videos, and practice problems.
-
Organize the resources into categories or topics relevant to the course.
-
Use a tool or platform to store and access your compilation.
-
Regularly review and update your collection as you progress through the course.
Review 'Cracking the Coding Interview: 189 Programming Questions and Solutions'
Show steps
This book offers a comprehensive collection of coding interview questions, providing valuable practice for answering technical interview questions effectively.
View
Cracking the Coding Interview: 189 Programming...
on Amazon
Show steps
-
Purchase or borrow the book.
-
Dedicate time to studying the chapters that cover data structures and algorithms.
-
Read the explanations carefully and work through the example problems.
-
Practice solving the interview questions in Swift.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Participate in peer coding sessions
Show steps
Peer coding sessions allow you to collaborate, share knowledge, and receive feedback on your work, which can enhance your understanding and improve your problem-solving skills.
Show steps
-
Find a study partner or group of peers with similar interests.
-
Establish regular meeting times for coding sessions.
-
Work together on data structure implementations and algorithms.
-
Discuss your approaches, provide feedback, and learn from each other.
-
Reflect on your progress and identify areas for improvement.
Explore interactive tutorials on recursion
Show steps
Interactive tutorials can provide a structured approach to understanding the concept and applications of recursion in data structures.
Browse courses on
Recursion
Show steps
-
Search for online tutorials that provide interactive simulations of recursion.
-
Follow the tutorials step-by-step, experimenting with different scenarios.
-
Implement and test your own recursive functions in Swift.
Solve data structure and algorithm practice problems
Show steps
Regular practice with data structure and algorithm problems can significantly enhance your understanding and problem-solving skills.
Browse courses on
Data Structures
Show steps
-
Identify a reliable online platform or textbook for practice problems.
-
Dedicate a specific time each week to solving problems.
-
Focus on understanding the problem statement and developing a logical solution.
-
Implement your solutions in Swift and test them thoroughly.
Build a data visualization dashboard
Show steps
Creating a data visualization dashboard provides hands-on experience in visualizing and presenting data and improves your understanding of data structures used in visualization.
Browse courses on
Data Visualization
Show steps
-
Choose a dataset and identify the key insights you want to convey.
-
Select a suitable data visualization tool or library.
-
Import the data, clean it, and prepare it for visualization.
-
Design and implement interactive visualizations using Swift.
-
Present your dashboard and explain the insights derived from it.
Review basic programming concepts
Show steps
Refresher on basic programming concepts will strengthen your foundation for understanding the data structures and algorithms covered in the course.
Show steps
Show steps
Show steps
- Revisit online tutorials or books covering basic programming syntax and data types.
- Practice writing simple Swift code snippets.
Create a personalized collection of learning resources
Show steps
Organizing your own collection of learning materials tailored to your specific needs supports your understanding of data structures and allows you to easily access resources for further exploration.
Show steps
Show steps
Show steps
- Gather materials such as articles, tutorials, videos, and practice problems.
- Organize the resources into categories or topics relevant to the course.
- Use a tool or platform to store and access your compilation.
- Regularly review and update your collection as you progress through the course.
Review 'Cracking the Coding Interview: 189 Programming Questions and Solutions'
Show steps
This book offers a comprehensive collection of coding interview questions, providing valuable practice for answering technical interview questions effectively.
View
Cracking the Coding Interview: 189 Programming...
on Amazon
Show steps
Show steps
Show steps
- Purchase or borrow the book.
- Dedicate time to studying the chapters that cover data structures and algorithms.
- Read the explanations carefully and work through the example problems.
- Practice solving the interview questions in Swift.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Participate in peer coding sessions
Show steps
Peer coding sessions allow you to collaborate, share knowledge, and receive feedback on your work, which can enhance your understanding and improve your problem-solving skills.
Show steps
Show steps
Show steps
- Find a study partner or group of peers with similar interests.
- Establish regular meeting times for coding sessions.
- Work together on data structure implementations and algorithms.
- Discuss your approaches, provide feedback, and learn from each other.
- Reflect on your progress and identify areas for improvement.
Explore interactive tutorials on recursion
Show steps
Interactive tutorials can provide a structured approach to understanding the concept and applications of recursion in data structures.
Browse courses on
Recursion
Show steps
Show steps
Show steps
- Search for online tutorials that provide interactive simulations of recursion.
- Follow the tutorials step-by-step, experimenting with different scenarios.
- Implement and test your own recursive functions in Swift.
Solve data structure and algorithm practice problems
Show steps
Regular practice with data structure and algorithm problems can significantly enhance your understanding and problem-solving skills.
Browse courses on
Data Structures
Show steps
Show steps
Show steps
- Identify a reliable online platform or textbook for practice problems.
- Dedicate a specific time each week to solving problems.
- Focus on understanding the problem statement and developing a logical solution.
- Implement your solutions in Swift and test them thoroughly.
Build a data visualization dashboard
Show steps
Creating a data visualization dashboard provides hands-on experience in visualizing and presenting data and improves your understanding of data structures used in visualization.
Browse courses on
Data Visualization
Show steps
Show steps
Show steps
- Choose a dataset and identify the key insights you want to convey.
- Select a suitable data visualization tool or library.
- Import the data, clean it, and prepare it for visualization.
- Design and implement interactive visualizations using Swift.
- Present your dashboard and explain the insights derived from it.
Career center
Learners who complete Data Structures & Algorithms in Swift will develop knowledge and skills
that may be useful to these careers:
Software Engineer
Software Engineer
Software Engineers design, develop, test, and maintain computer systems and applications. Typically, they will have a bachelor's degree in computer science, software engineering, or a related field. Udacity's Swift Data Structures course can help build a foundation for success in this role by teaching you the fundamentals of data structures and algorithms, which are essential for building efficient and reliable software.
Data Scientist
Data Scientist
Data Scientists use scientific methods, processes, algorithms, and systems to extract knowledge and insights from data in various forms, both structured and unstructured. A strong understanding of data structures and algorithms is essential for this role, as Data Scientists often need to develop and implement complex algorithms to analyze large datasets. Udacity's Swift Data Structures course can help you build the skills you need to succeed in this role.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers design, develop, and deploy machine learning models. They typically have a strong background in computer science, mathematics, and statistics. Udacity's Swift Data Structures course can help you build a foundation for success in this role by teaching you the fundamentals of data structures and algorithms, which are essential for developing and deploying efficient and reliable machine learning models.
Data Analyst
Data Analyst
Data Analysts collect, clean, and analyze data to identify trends and patterns. They typically have a bachelor's degree in a field such as computer science, mathematics, or statistics. Udacity's Swift Data Structures course can help you build a foundation for success in this role by teaching you the fundamentals of data structures and algorithms, which are essential for efficiently processing and analyzing large datasets.
Web Developer
Web Developer
Web Developers design and develop websites and web applications. They typically have a bachelor's degree in computer science or a related field. Udacity's Swift Data Structures course can help you build a foundation for success in this role by teaching you the fundamentals of data structures and algorithms, which are essential for building efficient and reliable web applications.
Mobile Developer
Mobile Developer
Mobile Developers design and develop mobile applications for smartphones and tablets. They typically have a bachelor's degree in computer science or a related field. Udacity's Swift Data Structures course can help you build a foundation for success in this role by teaching you the fundamentals of data structures and algorithms, which are essential for building efficient and reliable mobile applications.
Game Developer
Game Developer
Game Developers design and develop video games. They typically have a bachelor's degree in computer science or a related field. Udacity's Swift Data Structures course can help you build a foundation for success in this role by teaching you the fundamentals of data structures and algorithms, which are essential for building efficient and reliable video games.
Computer Scientist
Computer Scientist
Computer Scientists conduct research on the theory and practice of computing. They typically have a Ph.D. in computer science or a related field. Udacity's Swift Data Structures course may be useful for Computer Scientists who are interested in learning more about data structures and algorithms.
Software Tester
Software Tester
Software Testers test software to identify bugs and ensure that it meets the requirements. They typically have a bachelor's degree in computer science or a related field. Udacity's Swift Data Structures course may be useful for Software Testers who are interested in learning more about data structures and algorithms, which can be helpful for understanding how software works and for developing test cases.
Technical Writer
Technical Writer
Technical Writers create documentation for software and other technical products. They typically have a bachelor's degree in a field such as English, technical writing, or computer science. Udacity's Swift Data Structures course may be useful for Technical Writers who are interested in learning more about data structures and algorithms, which can be helpful for understanding the technical concepts that they need to document.
Product Manager
Product Manager
Product Managers are responsible for the development and management of products. They typically have a bachelor's degree in business, engineering, or a related field. Udacity's Swift Data Structures course may be useful for Product Managers who are interested in learning more about data structures and algorithms, which can be helpful for understanding the technical aspects of product development and for making informed decisions about product features.
UX Designer
UX Designer
UX Designers design the user experience for websites, mobile applications, and other products. They typically have a bachelor's degree in design, human-computer interaction, or a related field. Udacity's Swift Data Structures course may be useful for UX Designers who are interested in learning more about data structures and algorithms, which can be helpful for understanding how users interact with products and for designing user interfaces that are efficient and easy to use.
Business Analyst
Business Analyst
Business Analysts analyze business processes and systems to identify areas for improvement. They typically have a bachelor's degree in business, computer science, or a related field. Udacity's Swift Data Structures course may be useful for Business Analysts who are interested in learning more about data structures and algorithms, which can be helpful for understanding how data is used in businesses and for developing solutions to business problems.
Project Manager
Project Manager
Project Managers plan, execute, and close projects. They typically have a bachelor's degree in business, project management, or a related field. Udacity's Swift Data Structures course may be useful for Project Managers who are interested in learning more about data structures and algorithms, which can be helpful for understanding how projects are managed and for developing project plans.
Account Manager
Account Manager
Account Managers are responsible for managing relationships with clients. They typically have a bachelor's degree in business, sales, or a related field. Udacity's Swift Data Structures course is not directly related to the field of account management.
For more career information including salaries, visit:
OpenCourser.com/course/b2fxmk/data
Reading list
We've selected ten 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
Data Structures & Algorithms in Swift.
Save
Another classic textbook, known for its comprehensive coverage and theoretical depth.
Save
The classic algorithms textbook, used for decades in introductory algorithms classes.
A comprehensive guide to algorithm design and analysis.
A classic textbook covering data structures and algorithms in C++.
A Java-specific textbook covering data structures and algorithms.
A popular interview preparation guide that includes practice problems and solutions related to data structures and algorithms.
Another classic textbook covering data structures and algorithms in C++.
A comprehensive textbook covering data structures and algorithms in Java. While not Swift-specific, it provides a solid foundation for understanding the concepts covered in this course.
A Python-specific textbook that covers data structures and algorithms as part of a broader introduction to computer science.
Save
A more theoretical book that provides a foundation for the mathematical concepts used in data structures and algorithms.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/b2fxmk/data
Share
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Effort
16 hours
Via
Udacity
Instructors
Brynn Claypoole
Horatio Thomas
Language
English
Good to know
Explores recursion, which is used extensively in modern programming
Suitable for those who want to learn core Java data structures and algorithms
Taught by experts with experience in industry
Provides tips for answering technical interviewing questions, making it relevant for job seekers
May not cover the latest versions of software, so it's important to check before enrolling
Requires a basic understanding of Swift before taking this course
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