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DSA using python
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Embark on an engaging journey into Data Structures & Algorithms using Python with our comprehensive online course. Master the fundamentals and advance your computational skills with certification for better career prospects. Our beginner-friendly course uncovers the core principles of DSA and its role in efficient problem-solving in computer science through real-case studies.
₹ 2499.00
₹ 3000.00
17% Discount
#1
See all ranking
DSA using python
by
Guvi
Embark on an engaging journey into Data Structures & Algorithms using Python with our comprehensive online course. Master the fundamentals and advance your computational skills with certification for better career prospects. Our beginner-friendly course uncovers the core principles of DSA and its role in efficient problem-solving in computer science through real-case studies.
₹ 2499.00
₹ 3000.00
17% Discount
#1
See all ranking
1 Modules
with Certifications
15+ Hours
of Recorded Content
4.5 Rated
by 2008 Learners
1 Modules
with Certifications
15 + Hours
of Recorded Content
4.5 Rated
by 2008Learners
Read all Reviews
What's in it for You?
Data Structures and Algorithms (DSA) form the backbone of computer science, managing how data is stored, organized, and accessed. They enable efficient data manipulation, ensuring optimized performance in software applications ranging from database operations to artificial intelligence. Engage with our curriculum to understand dynamic data structures such as Linked Lists and Trees. Topics span from fundamental algorithm analysis to advanced structures like heaps. Learn about real-world scenarios, from searching and sorting algorithms like Quick Sort to dynamic programming challenges like the Knapsack problem. Each session provides a balanced blend of theory and hands-on exercises, ensuring holistic learning while making you proficient.
Data Structures and Algorithms (DSA) form the backbone of computer science, managing how data is stored, organized, and accessed. They enable efficient data manipulation, ensuring optimized performance in software applications ranging from database operations to artificial intelligence. Engage with our curriculum to understand dynamic data structures such as Linked Lists and Trees. Topics span from fundamental algorithm analysis to advanced structures like heaps. Learn about real-world scenarios, from searching and sorting algorithms like Quick Sort to dynamic programming challenges like the Knapsack problem. Each session provides a balanced blend of theory and hands-on exercises, ensuring holistic learning while making you proficient.
Key Features:
Globally Recognised Certification
100% online and Self-paced learning
Full lifetime access to all content
Access to 4 Gamified Practise Platforms
Dedicated Forum Support to clear all your doubts
7 Days refund Policy
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Beginner Module
- Introduction to Algorithms and Data Structures
- What are algorithms and data structures?
- Asymptotic Big O, Big Omega , Big Theta notation
- Algorithm Analysis
- Best, Worst & Average Case Time Complexity
- Data structure design principles
- Linear Data Structures
- Arrays
- Stacks
- Linked lists (Single Linked List)
- Delete Operations in Linked List
- Circular Linked List
- Double Linked List
- Queues
- Circular Queue
- Double Ended Queue
- Sorting and Searching
- Bubble Sort
- Selection Sort
- Insertion Sort
- merge Sort
- Quick Sort
- linear search
- Binary search
- Graphs
- Graph representation
- Graph representation Adjacency List, Matrix & Cost
- Minimum spanning tree algorithms
- Prims minimum spanning tree algorithm (Greedy Algorithm)
- Kruskal's minimum spanning tree algorithm (Greedy Algorithm)
- Shortest path algorithms (Dijkstra /Single source)
- Shortest path algorithms (Bellman-Ford)
- Draw Backs of Bellman-Ford & Coding Example with python
- Trees
- Introduction Trees
- Binary Trees & Types
- Representations of Tree
- Traversal in Binary Tree In order, Post order & Pre Order Traversal
- Binary Search Tree
- Operation in Binary Search Tree (Search, Insertion & Deletion) Binary Search Tree (BST)
- AVL Trees Introduction Balance Factor
- Operations On AVL Trees Insertion & Rotations RL,RR ,LR rotations
- Hashing and Hash Tables
- Hashing basics, Functions and tables
- Collision resolution techniques
- Dynamic Programming
- Dynamic programming basics
- Knapsack problem 0/1
- Knapsack problem with subset
- Multi Stage Graph Problem
- Coding Example on Multi Stage Graph Problem
- Travelling Sales Person Shortest path-1
- Travelling Sales Person Shortest path-2
- Huffman coding
- Job Sequence Problem using Greedy method
- Heaps introduction & Min-Max Heap
- Heap Operation Insertion & Deletion
- Heap Creation & Heap Sort
- Heapify & Priority Queues
- Coding Example on Heap Opearations
- Tower of Hanoi
- BFS & DFS Data Structures
- N-Queens Problem
Course Offerings
Certificate you will get
IITM Pravartak certified Python certification.
Certificates are globally recognized & they upgrade your programming profile.
Certificates are generated after the completion of course.
After this Course
Design and implement efficient algorithms with Python.
Understand and apply advanced data structures like AVL Trees.
Analyze and optimize computational problems using DSA.
Create and manipulate structures like graphs and heaps.
Solve real-world challenges using dynamic programming.
Master searching and sorting algorithms for diverse applications.
Pre Requsites
Basic understanding of Python programming.
Enthusiasm to engage in computational structures.
Course is for
Freshers
Professionals
Students
FAQ's
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What is the overview of GUVI’s DSA Using Python certification course?This course provides a comprehensive insight into Data Structures and Algorithms using Python. From fundamental structures like arrays and linked lists to intricate concepts like graph algorithms and dynamic programming, the course covers a broad spectrum of DSA essentials.
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Why learn the DSA Using Python course ?Mastering DSA boosts your problem-solving capabilities, essential for computer science roles, competitive coding, and software development. Using Python, a versatile language, adds to the ease and applicability of these structures and algorithms
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Why choose GUVI for learning the DSA Using Python course?GUVI offers a blend of theoretical knowledge and practical applications, ensuring learners grasp concepts holistically. With real-world examples, coding sessions, and expert guidance, GUVI stands out as a preferred learning platform.
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What are the benefits of learning DSA Using Python certification?A certification in DSA using Python enhances your credibility, showcases your expertise in efficient problem-solving, and opens up avenues in high-demand tech roles.
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Is the DSA Using Python course difficult to learn?While DSA has its own set of challenges, our course is structured to ease the learning curve, making complex concepts understandable and engaging, especially with Python's simplicity.
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How long does it take to learn as a DSA Using Python?The duration to master the DSA using Python course can vary based on your prior experience and the time you can dedicate. However, with regular engagement and practice, you can master the basics within a few weeks and complete the entire course in a few months.
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