What is Python with DSA?

It’s a training program that teaches Python programming along with core data structures and algorithms.

Who should learn Python with DSA?

Ideal for beginners, computer science students, and aspiring software developers preparing for coding interviews.

Why is DSA important in Python?

DSA improves problem-solving skills, helps write optimized code, and is essential for cracking technical interviews.

Is prior programming knowledge required?

No, the course typically starts from the basics of Python and gradually moves into DSA concepts.

What topics are covered in this course?

Arrays, linked lists, stacks, queues, trees, graphs, sorting, searching, recursion, dynamic programming, and more.

Will this help in job placements?

Yes, Python with DSA is crucial for placements in top companies and is commonly tested in coding rounds.

What are the career benefits of learning this?

It prepares you for roles like software developer, backend engineer, and roles requiring algorithmic thinking.

Is this course suitable for non-IT backgrounds?

Yes, with consistent practice, learners from any background can grasp Python and DSA concepts.

Are there hands-on coding exercises?

Yes, the course includes coding challenges, real-time problems, and practice tests to build strong logic.

Will I receive a certificate after completion?

Yes, Croma Campus provides a course completion certificate after successfully finishing the training.

Home /Data Science & AI/ Python With DSA Training Program

Master Python and Data Structures with Hands-On Projects in Our Expert-Led DSA Training Program.

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Course Duration

40 Hrs.

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Python With DSA Training Program

Python basics (variables, data types, loops, conditionals)

Functions & recursion

Lambda, map, filter, reduce

Big-O Notation:

Time and space complexity

Best, worst, average cases

Analyzing loops and recursive functions

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Lists

Indexing, slicing, list comprehension

Stack & Queue using lists

Tuples

Dictionaries

Hashing, key-value operations

Sets

Strings

Common operations & problems

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Arrays

1D and 2D arrays

Implementation and operations

Linked Lists

Singly, Doubly, Circular

Insertion, Deletion, Traversal

Stacks

Using list/deque

Infix to postfix conversion

Queues

Linear Queue, Circular Queue

Deque, Priority Queue

Hash Tables

Hash functions

Collision handling (chaining, open addressing)

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Binary Tree

Binary Search Tree (BST)

Tree traversals: inorder, preorder, postorder, level-order

Balanced Trees (AVL - basic intro)

Heap (Min-Heap, Max-Heap)

Trie (Prefix Tree - intro & basic implementation)

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Recursive problem solving

Tail recursion

Backtracking problems:

N-Queens

Sudoku Solver

Subsets, Permutations

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Graph Representations: Adjacency Matrix & List

BFS and DFS (Iterative & Recursive)

Topological Sorting

Dijkstra's Algorithm

Union-Find (Disjoint Set)

Minimum Spanning Tree (Prim’s, Kruskal’s - overview)

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Linear Search, Binary Search

Bubble Sort, Selection Sort, Insertion Sort

Merge Sort

Quick Sort

Heap Sort

Counting Sort, Radix Sort (intro)

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Greedy Algorithm Principles

Activity selection, Fractional Knapsack

Dynamic Programming (DP)

Memoization vs Tabulation

Fibonacci, Coin Change, Longest Common Subsequence

Knapsack (0/1), LIS, Matrix Chain Multiplication

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Segment Trees (intro)

Fenwick Tree / Binary Indexed Tree

Sliding Window Technique

Two Pointers

Divide & Conquer Paradigm

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Coding practice (LeetCode, HackerRank, Codeforces)

Real-world use cases

Interview-style problems

Mini-project: Build your own DSA library in Python

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Course Design By

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Course Offered By

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Course Duration

40 Hrs.

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Prepare & Practice for real-life job interviews by joining the Mock Interviews drive at Croma Campus and learn to perform with confidence with our expert team.Not sure of Interview environments? Don’t worry, our team will familiarize you and help you in giving your best shot even under heavy pressures.Our Mock Interviews are conducted by trailblazing industry-experts having years of experience and they will surely help you to improve your chances of getting hired in real.

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