Instructor
Cognovera
Description
This course offers a comprehensive journey into Data Structures and Algorithms (DSA) using Python, designed for intermediate learners with prior Python knowledge. The curriculum covers arrays, strings, linked lists, stacks, queues, trees, graphs, recursion, sorting, searching, hashing, dynamic programming, and greedy algorithms. Students will gain hands-on coding experience, solve real-world problems, and build a capstone project. This certification prepares learners for technical interviews, competitive programming, and software engineering roles.
Curriculum
Week 1: Foundations & Python Refresher
Week 2: Arrays, Strings & Searching
Week 3: Advanced Sorting & Recursion
Week 4: Linked Lists & Hashing
Week 5: Stacks & Queues
-
21
Day 1: Stack Implementation (Lists, Deque, Custom Class) -
22
Day 2: Applications of Stack (Expression Evaluation, Backtracking)
-
23
Day 3: Queue Implementation (Queue, Deque, Priority Queue)
-
24
Day 4: Applications of Queues (Scheduling, Buffering)
-
25
Day 5: Weekly Practice Session – Stack & Queue Problems
Week 6: Trees
Week 7: Graphs
Week 8: Advanced Topics & Capstone Project
-
36
Day 1: Dynamic Programming – Basics & Classic Problems (Fibonacci, Knapsack)
-
37
Day 2: Greedy Algorithms – Activity Selection, Huffman Coding
-
38
Day 3: Backtracking Problems (Sudoku Solver, Rat in a Maze)
-
39
Day 4: Capstone Project Work (Choose Real-World Problem Using DSA in Python)
-
40
Day 5: Final Project Presentation & Certification Assessment
FAQ
Q1. Do I need prior Python knowledge for this course?
Yes, since the course is at the intermediate level, you should already know Python basics such as loops, functions, and classes.
Q2. Will this course help me with coding interviews?
Definitely. The course is designed to prepare students for technical interviews and competitive coding challenges.
Q3. Is there hands-on coding practice?
Yes, every module includes coding exercises, assignments, and real-world problems in Python.
Q4. Can non-CS students join this course?
Yes, if you have Python knowledge and logical reasoning skills, you can benefit from this course.
Q5. What certificate will I get after completing this course?
You will receive a “Certification on Data Structures and Algorithms in Python” that validates your problem-solving and coding expertise.
Announcement
Skills You Will Learn in this Course
- Implementing core data structures (arrays, strings, linked lists, stacks, queues, trees, graphs) in Python
- Applying sorting, searching, and hashing algorithms
- Mastering recursion, divide-and-conquer, and backtracking techniques
- Solving complex problems with Dynamic Programming & Greedy algorithms
- Analyzing algorithm performance using time & space complexity
- Developing problem-solving and coding interview skills
- Building a capstone project using DSA in Python
Reviews
Please, login to leave a review
Popular courses
