Data Structures & Algorithms using Python - Ultimate Course

Data Structures & Algorithms using Python – Ultimate Course | Udemy [Update 06/2023]
English | Size: 3.1 GB
Genre: eLearning

Unleash the Power of DSA! Unlock Data Structures & Algorithms Wizardry and Transform Your Coding Skills from 0 to Master

What you’ll learn
Implementation of Data Structures: Stacks, Queues, Deques, Dynamic Arrays, Linked Lists, Hashmaps, Binary Search Trees & Graphs
Recursion: Working Principle & Implementation
Implementation of Sorting Algorithms: Bubble Sort, Selection Sort, Insertion Sort, Quick Sort, Merge Sort
Implementation of Searching Algorithms: Linear Search (Iterative, Two pointers and Recursive approach), Binary Search (Iterative and Recursive approach)
Interpolation Search & Jump Search

Welcome to the ultimate comprehensive course on Data Structures and Algorithms using Python! This course is designed to equip you with the essential knowledge and skills to excel in the world of programming and problem-solving.

Throughout this course, you will delve into a wide range of data structures such as stacks, queues, deque, dynamic arrays, hash-maps/ hash-tables/ dictionaries, binary search trees, graphs, and linked lists along with quizzes and coding exercises. You will gain a deep understanding of their properties, implementation, and practical applications.

Stack : Is empty, push, pop, peek, size, display

Queue : Is empty, enqueue, dequeue, peek, size, display

Deque : Is empty, add front, remove front, add rear, remove rear, peek front, peek rear, size, display

Dynamic Array: Length, get item, append, insert at, pop, remove at, display

Linked List: append, insert, delete, length, display

HashMap/ HashTable/ Dictionary : find hash, get item, set item, delete item, display

Binary Search Tree: Insert, height, display, search, delete

Graph: add node, add edge, remove node, remove edge, get adjacent nodes, get nodes, get edges, is adjacent, get degree, depth first search algorithm, is connected, display

In addition to data structures, this course will also cover crucial algorithms. You will explore the power of recursion and learn how to break down complex problems into smaller, solvable parts.

Recursion: Working principle with example and code

The course will guide you through various sorting algorithms like:

Bubble sort

Selection sort

Insertion sort

Quick sort

Merge sort

enabling you to organize and order data efficiently.

Furthermore, you will master searching algorithms, including:

Linear search with iterative, two pointers, and recursive approaches

Binary search with iterative and recursive implementations

Interpolation search

Jump search

By the end of this course, you will have a solid foundation in data structures and algorithms, empowering you to approach programming challenges with confidence and efficiency. Enroll now and embark on a journey towards becoming a skilled and resourceful developer.

Who this course is for:
This course is designed for anyone looking to enhance their programming skills and deepen their understanding of data structures and algorithms. Whether you are a beginner starting your coding journey or an experienced programmer seeking to level up, this course will provide valuable knowledge and practical skills. If you aspire to become a software developer, this course will equip you with the essential tools and techniques to excel in your career. It’s also beneficial for computer science students, coding enthusiasts, and anyone interested in solving problems efficiently and writing optimized code. Regardless of your background or current skill level, this course will guide you step-by-step, starting from the basics and gradually progressing to more advanced concepts. With a hands-on approach and real-world examples, you’ll gain the confidence to tackle coding challenges and build efficient solutions using data structures and algorithms. No matter where you are in your programming journey, if you have a passion for learning and a desire to become a proficient coder, this course is for you. Enroll now and embark on a transformative learning experience that will set you on the path to success in the world of programming.

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