Whether you are a Python developer or a professional tech expert, Data Structure and Algorithms are essential topics to learn. Data structure and algorithms are never-get-out-of-date fundamentals of computer science that enhance your programming skills and make you a better programmer. Python speeds up algorithms and simplifies the task of solving data problems.
Don’t skip to the next article before learning the importance of learning Data Structures and Algorithms in Python.
Why learn DSA in Python?
By using Python data structures, programmers can organize, manage, and store data efficiently for access and modification. Python has four built-in data structures, list, tuple, set, and dictionary, and also user-defined data structures. Using Python for data structures can help programmers have full control over their functionality.
LinkedIn says 15000+ DSA jobs are available for graduates and professionals from top companies around the world. Python developers with knowledge of Data Structures and Algorithms earn $114,545 per year. This is +8.31% above average on Indeed.com. There’s no waste of time and energy learning something generic like data structures and algorithms in Python. If you are willing, here are the Best Python Data Structures Courses.
Table of Content
- 1 Best Python Data Structure Courses, Certification, Tutorials, Training, Classes Online
- 1.1 Python Data Structure [Coursera]
- 1.2 Python Data Structure [edX]
- 1.3 Learn Python Data Structure Algorithms, and Interviews [Udemy]
- 1.4 Algorithms & Data Structures in Python [Udemy]
- 1.5 Python 3: Project-based Python Programming, Data Structure, and Algorithms [Udemy]
- 1.6 Python Data Structure A to Z [Udemy]
- 2 FAQ
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Best Python Data Structure Courses, Certification, Tutorials, Training, Classes Online
- Best Overall Python Data Structure [Coursera]
- Best Runner-up Python Data Structure [edX]
- Best Budget Option Learn Python Data Structure Algorithms, and Interviews [Udemy]
Python Data Structure [Coursera]
This Python Data Structure Coursera Program is the ultimate guide to learning core data structures with Python programming language. You will get to dive into the world of Python and Data Structure. Further, you will use it for built-in data structures such as lists, dictionaries, and tuples to perform complex tasks. It is a part of the Python for Everybody Specialization Course. So here, you will learn a few chapters of the textbook ‘ Python for Everybody’.
Course Instructor
Charles Rousell Severance created this Data Structures Course using Python to prepare the students for the future tech industry. You will explore Python 3 with data structures for performing data analysis. It’s a time to enhance the power of your knowledge.
What You’ll Learn
This Python Data Structures Certificate Course has a well-prepared curriculum based on students preferences and goals. Also, it is part of Python for Everybody Specialization and prepares you for the next course.
- Strings: Before taking this class, you have to go through a previous course – Programming for Everybody to learn Python. The previous course will be continued and start with strings in data structures.
- Installing and Using Python: In this module, you will learn to set up an environment for writing Python programs. If you don’t want to, you can test your programs in the browser.
- Files: This course will help you discover how to write Python programs to read, scan, and process real data.
- Lists: In this module, you will learn about an indexing strategy to store, arrange, and retrieve values in a single variable.
- Dictionaries: This session will help you discover one of Python’s strongest data structures, Dictionary. Dictionary stores key/value in the form of pairs instead of values in a list.
- Tuples: This lesson will teach you the simple version of lists – Tuples, which help you to do multi-step tasks such as sorting or looping over all of the information in a dictionary.
- Graduation: You will have an online graduation ceremony, where a commencement speaker gives a speech and celebrates your achievement.
Pros & Cons
Pros
- In-depth and well-explained lectures
- Certificate on Completion
- Financial Aid Available
Cons
- Understanding it better requires previous course
Key Highlights & USPs
- Learn to install Python and write Python programs and how to use Python 3 for reading, writing, and processing real data.
- Discover how to use lists for storing, organizing, and retrieving different values from a single variable.
- Learn how to store data as key in Dictionaries as a single Python variable.
- Gain a deep knowledge of using tuples for sorting the data in Python
- Get to access 10+ reading materials, 7 quizzes, and 24 videos for lifetime and earn a shareable digital certificate and feedback on graded assignments.
Who is it for?
The python data structure course to build a rewarding career. It does not require any prior knowledge, yet the basics of programming skills would be beneficial. In the end, you will master the art of using Python for data structures and prepare yourself for the Applied Data Science Course in the Specialization.
Rating: 4.9/5
Students Enrolled: 788,693
Duration: 19 hours
Python Data Structure [edX]
edX Data Structure Python Course is for everybody to explore variables that contain collections of data. You will learn to store data using variables like strings, lists, and dictionaries. It’s a whole package to teach you how to program in the Python programming language. You will grasp the fundamentals of data structures and how to data structures perform data analysis.
Course Instructor
Charles Severance has professionally designed this Data Structure tutorial for students to gain a new skill to upgrade their careers. It is a part of the complete Python for Everybody Specialization. Therefore, it consists of five chapters of data structure using Python to solve complex data analysis challenges.
Pros & Cons
Pros
- No Prerequisites
- Digital badge from IBM
- Certificate on Completion
Cons
- Limited access
Key Highlights & USPs
- This edX Online Python Data Structure Tutorial is divided into five modules to explore Python built-in data structures, including strings, list, tuples, and more.
- Learn to use lists, dictionaries, and tuples to store, represent, and manipulate the data.
- How to create lists using Python coding and libraries.
- Build dictionaries to store a large collection of datasets.
- Understand how to sort and organize for processing them further.
- How to use the tuple structure in Python.
- Get access to unlimited study materials, mentor support, and graded assignments.
Who is it for?
edX offers you an excellent option to study Python DSA course as a beginner. The best way to understand this class is to take a previous Python programming course, which is the first course of Python for Everybody Specialization. By the end of the course, you will master Python data structures and be prepared for the Applied Data Science Course.
Rating: 4.4/5
Students Enrolled: 45,124
Duration: Self-paced
Learn Python Data Structure Algorithms, and Interviews [Udemy]
Learn Python Data Structure and Algorithms with Udemy. You will understand why you should go for the Python programming language to get a job in the IT industry. This Python Data Structure Course gives you a gimmick for new job opportunities and helps you to ace your technical interviews. This comprehensive course covers the concepts of Data Structures such as stacks, queues, linked lists, etc.
Course Instructor
Jose Portilla, the head of Data Science at Pierian Data Inc, prepared this Python for Data Structures Course. So, you can take this must-learn opportunity to land a tech job. You will be able to build a network and practice coding exercises. There will be riddles and brain teasers to boost your confidence to crack the job interviews.
Pros & Cons
Pros
- Well-explained lectures on complex topics
- Certificate on Completion
Cons
- Lack of practical examples
- Still using Python 2
Key Highlights & USPs
- This Udemy Python for Data Structures and Algorithms Course includes 25 sections and 250+ video lectures to help you understand all concepts thoroughly.
- Learn all the major data structures aspects and fundamentals of algorithms.
- Get an overview of how to work with Jupyter Notebook.
- Understand what is Algorithms Analysis and Big-O notation.
- Gain an understanding of data structures topics such as decision trees, recursion, array sequences, and deques.
- Discover types of Algorithms including searching, sorting, and graph algorithms.
- Practice both technical and non-technical interviews by preparing four mock interviews
- Get unlimited access to 20 articles, 43 downloadable resources, and 16 hours of on-demand video for a lifetime.
Who is it for?
This Data Structures in Python tutorial is for students who are familiar with Python Programming. If you are a beginner or do not have much programming experience, check out the Best Python Courses. Upon completion, you will get a certificate to find potential recruits and be able to land the tech job of your dreams.
Rating: 4.5/5
Students Enrolled: 66,321
Duration: 17 hours
Algorithms & Data Structures in Python [Udemy]
Udemy brings you a guide on how to implement Data Structures and Algorithms in Python. This Data Structures Course will teach you data structure topics such as linked lists, array sequences, binary search trees, heaps, and a few advanced topics. You will study graph and sorting algorithms used in different fields: investment, banking, trading, and the stock market. It’s time to get ahead and participate in the world of cutting-edge technologies.
Course Instructor
Holczer Balazs is a Software engineer and creator of this Algorithms and Data Structures Course. He launched it for learners to build a foundational knowledge of Python skills for writing code to handle Data Structures problems and use Python libraries in Algorithms for Machine learning technology. You will get both theoretical and practical knowledge.
Pros & Cons
Pros
- Very clear explanation on topics
- Certificate on Completion
Cons
- Lazy approach to building the course
Key Highlights & USPs
- This Udemy Algorithms and Data Structures Course consists of 35 sections and 209 video lectures that offer you to implement data structures and algorithms.
- Learn to write Python code for Data Structures and algorithms.
- Understand key data structures aspects like linked lists, binary search trees, balanced trees, and many more.
- Discover the differences between data structures and abstract data types.
- Gain a firm grasp on algorithms by following topics like Dijkstra’s approach or the Bellman-ford method.
- Build a deep understanding of storing data in hash tables, lists, and dictionaries.
- Develop practical skills to write own algorithms and detect inefficient code snippets.
- Get full lifetime access to 18 hours of on-demand video, 33 articles, and one downloadable resource.
Who is it for?
The Data Structures and Algorithms in python courses is for beginner-level Python programmers and curious about graphs, algorithms, and data structures. If you have no Python skills, check out the free Python online Courses. Upon completion, you will be able to use Python as an programming language for investment banking, artificial intelligence, and stock trading.
Rating: 4.4/5
Students Enrolled: 21,459
Duration: 19 hours
Python 3: Project-based Python Programming, Data Structure, and Algorithms [Udemy]
If you are keen on learning Data Structure and Algorithms from scratch, Udemy offers you a kick to start your journey. You will wall from the basic python programming to algorithms to compile and build data structures to store the data. This Python for Data Structures and Algorithm Course is divided into two parts: the first part will teach you a versatile and powerful Python programming language. The second part focuses on algorithms, data structures, performance analysis, and big projects.
Course Instructor
Mashrur Hossain and Nathan House created this Data structure and Algorithm with Python Program to learn everything step-by-step, like writing Python programs, executing them, and creating visualizations. It’s an in-depth course to build a strong skill set to become a software engineer or architect. You will gain competency in the field of computer science to advance your career.
Pros & Cons
Pros
- Lecture notes and 80+ practice exercises
- Assessment tests to measure your progress
- Certificate on Completion
Cons
- Lack of explanation
Key Highlights & USPs
- Learn basic Python 3 from scratch and write programs for reading/writing files.
- Understand how to visualize algorithms, data structures, program execution, and information flow.
- Learn from basic to advanced level topics of Algorithms, such as sorting, Bi-O notation, searching algorithms, and many more.
- Discover how to use data structures using linked lists, queues, stacks, for complex data analysis.
- Work on projects using complex data structures methods with Python.
- Full lifetime access to 14 + hours of animation video, 14 coding exercises using Python’s coding environment, 81 Python scripts notebooks, and lecture notes.
- Provide you free live sessions with instructors, multiple assessments to test your knowledge, and a python-book to study.
Who is it for?
This Python data structure and algorithms certification course is for Intermediate and advanced programmers or tech people to specialize in data structures and algorithms. Taking this project-based data structure tutorial is the most effective way to prepare for technical interviews and understand ways to answer interview questions. During this course, you will learn how to code in Python, as well as implement algorithms and data structures.
Rating: 4.7/5
Students Enrolled: 5k
Duration: 15 hours
Python Data Structure A to Z [Udemy]
Udemy provides you with another beginner-friendly Data Structures in Python Online Course. It combines fundamentals of Python programming with core aspects of data structures to simplify complex tasks. You will find the methods to implement Python source code using data types like linked lists, strings, loops, and functions.
Course Instructor
Joe James is a designer of this Python Data Structure A to Z Course. He is a silicon valley software engineer and CS Youtuber who loves to share his deep computer knowledge with people. You will use the Jupyter Notebook Environment for coding Python.
Pros & Cons
Pros
- Able to download on Github
- Certificate on Completion
Cons
- Need basic understanding of data structures
- Not in-depth
Key Highlights & USPs
- Learn to install Jupyter Notebook Environment for programming in Python 3.
- Get a deep knowledge of Python data structures topics such as tuples, dictionaries, strings, sets, etc.
- Give a brief introduction to the pros and cons of using variables such as heaps, binary search trees, and graphs.
- Work with variables and functions
- Easy to download all the code and presentations related to the subject on Github.
- Get access to 2 hours of on-demand video, 3 coding exercises, and assignments.
Who is it for?
This Udemy course for data structures in Python is for beginners and programmers who want to learn the general data structure in Python. By the end of the course, you will prepare students for implementing algorithms using Python language.
Rating: 4.4/5
Students Enrolled: 18,683
Duration: 2 hours
FAQ
Can We Use Python for Data Structure?
Yes, we can use Python for Data Structures. Python has four in-built data structures like tuples, dictionaries, lists, and sets that make it different from other languages. These concepts are the important ones in the subject of Data Structures. These data types are used as variables to store and organize data. It becomes easy to access data using Python code.
Is Data Structure Easy in Python?
The data structure has been widely used in solving real-world problems. Python has built-in data structures to help developers by handling large datasets and speed up the data processing. Its simple and easy-to-use features make it more favourite and effective programming language.
Can I write Algorithm in Python?
Algorithms can be written in any programming language. Also, there’s no particular guide or rule book to write algorithms. You may be familiar with what is Algorithm? It’s just a set of instructions that use common constructs such as loop, flow-control methods, and functions. Python can be the most favourable language to write an algorithm.
Where can I learn Python Data Structures and Algorithms?
I have already mentioned the list of best Python Data Structures and Algorithms for you. Geektonight took time to research the best online courses on the Internet and reviewed them as per their accountability.
That does not only help you with great content but also prepares you for job interviews. You have good options to check out and enroll in one of the suitable Python Data Structures Courses.
Thank you for reading!
Hopefully, this article solved the problem of choosing the best online data structure python course for you as per their reviews and content. If you have any questions or want to learn more about a particular subject, feel free to ask below in the comment section. Stay tuned!
