Do you know that Microsoft Excel uses a Binary Tree to represent the spreadsheet? Go through this book to get the basic idea of how Binary Tree is used to solve problems efficiently. Binary Tree is one of the most important Data Structure (for Coding Interviews and Real Life System Design) and is equally challenging. With practice and correct way of thinking, you can master it easily and know when to use it in real life problems. We will attempt one problem every day in the week and analyze the problem deeply. Our schedule: Day 1: Introduction to Binary Tree + Problem 1 Day 2: Check if a Binary Tree is Balanced by Height Day 3: Find nodes which are at a distance k from root in a Binary Tree Day 4: Modification of Day 3 Problem Day 5: Find minimum or maximum element in Binary Search Tree Day 6: Find kth smallest element in Binary Search Tree Day 7: Modification of Day 6 Problem On following this routine sincerely, you will get a strong hold on Binary Tree data structure quickly and will be able to attempt interview and real-life problems easily. #7daysOfAlgo: a 7-day investment to Algorithmic mastery. This book is the part of #7daysOfAlgo series. You should definitely go through this book as it will give you good practice in short time. If you have an upcoming Coding Interview at top Software Companies like Google, Facebook, Apple, Microsoft and others, this book is a MUST. Authors (2): Aditya Chatterjee, Ue Kiao. (c)

Become Dynamic Programming Master in 7 days Do share your review with us. It will help us help you better. 👌 Dynamic Programming is one of the most important algorithmic domains and is equally challenging. With practice and correct way of thinking, you can master it easily. If a problem takes O(2^N) time to search a solution among possible solutions, Dynamic Programming has the potential to reduce it to O(N) or polynomial time thereby reducing the search space. We will attempt one problem every day in this week and analyze the problem deeply. Our schedule: • Day 1: Introduction + Longest Increasing Subsequence • Day 2: 2D version of Day 1 problems • Day 3: Dynamic Programming on Strings • Day 4: Modified version of Day 3 problems • Day 5: Dynamic Programming for String patterns (Longest Palindromic Substring) • Day 6: Modified version of Day 4 problems • Day 7: 2 conditions on 1 data point On following this routine sincerely, you will get a strong hold on Dynamic Programming and will be able to attempt interview and real-life problems easily. #7daysOfAlgo: a 7-day investment to Algorithmic mastery.

This book "Binary Tree Problems" is carefully crafted to present you the knowledge and practice (around the data structure, Binary Tree) needed to ace Coding Interviews and Competitive Coding Contests. The book takes you through the fundamentals of Binary Tree, presents how to implement it in a good and secure way, make you practice key problems, present variants like Threaded Binary Tree, Binary Space Partitioning Tree, Skewed Binary Tree, AVL Tree, Treap and much more. The content covered is deep and is not covered by any other standard book. Each chapter is followed by a brief note of insight which wraps up your though in the correct direction and is a feast for budding Independent Researchers. If you aspire you to a good Software Developer, you should definitely get this book. You will be prepared to apply Binary Tree is designing solutions to key real life problems like designing an Excel sheet or making Game Graphics render fast. Authors: Aditya Chatterjee; Srishti Guleria; Ue Kiao; Contributors (16): Benjamin QoChuk, Hrithik Shrivastava, Parth Maniyar, Priyanshi Sharma, Rohit Topi, Amruta U. Koshe, Ayush Sonare, Akshay Gopani, Rashmitha, Manasvi Singh, Sahil Silare, Vaibhav Gupta, Vishnu S Reddy, Kyatham Srikanth, Rupali Kavale, Yash Aggarwal; The topics covered in this book include: About this book Binary Tree Properties of Binary Tree Implementation of Binary Tree Implementation of Binary Tree with no NULL Intuitive View of a Binary Tree Traversing a Binary Tree (Preorder, Postorder, Inorder) Convert Inorder+Preorder to Binary Tree (+ other combinations) Find height or depth of a binary tree Find Level of each node from root node Diameter of a Binary Tree Finding Diameter of a Tree using DFS Check if a Binary Tree is Balanced by Height Find number of Universal Value subtrees in a Binary Tree Counting subtrees where nodes sum to a specific value Find if a given Binary Tree is a Sub-Tree of another Binary Tree Check if a Binary Tree has duplicate values Find nodes which are at a distance k from root in a Binary Tree Finding nodes at distance K from a given node Find ancestors of a given node in a binary tree Largest Independent Set in Binary Tree Copy a binary tree where each node has a random pointer Serialization and Deserialization of Binary Tree 0-1 Encoding of Binary Tree ZigZag Traversal of Binary Tree Check if 2 Binary Trees are isomorphic Convert Binary Tree to Circular Doubly Linked list Introduction to Skewed Binary Tree Check if Binary Tree is skewed or not Change Binary Tree to Skewed Binary Tree Threaded Binary Tree Operations in Threaded Binary Tree Convert Binary Tree to Threaded Binary Tree Binary Search Tree Converting a Sorted Array to Binary Tree Minimum number of swaps to convert a binary tree to binary search tree Find minimum or maximum element in Binary Search Tree Convert Binary Search Tree to Balanced Binary Search Tree Find k-th smallest element in Binary Search Tree Sum of k smallest elements in Binary Search Tree Different Self Balancing Binary Trees AVL Tree Splay Tree Binary Space Partitioning Tree Binary Heap Treap Some real problems Applications & Concluding Note Published: May 2021 © iq.OpenGenus.org

What is the point of learning Python if you're just starting out? What does Python have in store for you, exactly? Python is an object-oriented programming language that is high-level and has built-in data structures and dynamic semantics. It supports various programming paradigms, including structures, object-oriented programming, and functional programming, among others. Python provides several distinct modules and bundles, which enables program modularity and code reuse to be accomplished. This book is based on Mike Kernell's Python in Object-Oriented Programming. On the other hand, this book is not only a translation of those other works into Python. To adapt the material for this book, we have drastically altered the arrangement and substance of the book, as shown in the following diagram: To use the Python capabilities, the code base has been completely rebuilt. In addition, it contains comprehensive Python codes. Each chapter in this book is designed to provide a pedagogical approach that begins with the fundamentals of Python programming and an introduction to object-oriented programming. New and improved examples assist beginners in putting theory into practice. In addition, we include core concepts like operator overloading, encapsulation, and polymorphism. The book's main body covers the most critical object-oriented principles employed in Python. Concluding with a discussion on the game programming projects. Python data structures and procedures, object-oriented programming, and sort algorithms are all taught in detail in this book without the need for you to spend a lot of time learning computer science theory as you would otherwise. If you're new to Python, this book is an excellent location to begin your learning process. Additionally, you'll get hands-on experience with Programming language game development projects throughout this course. When you blend work with play, you will be able to remember more of what you've learned in the long run. The book is a fantastic resource for those new to the topic of study. This book takes you by the hand and walks you through the process of learning to code in Python, covering topics such as: What is Python, and how does it work? Python Data Types Creating Interactive Projects File Handling in Python Gaming Projects in Python Object-Oriented Programming Data Structures Python Data Types ...and much more!! Designed as an ultimate guide, this book will serve as a comprehensive, step-by-step guidebook that will assist you in learning and experiencing Python in a relaxed and steady manner. So, hurry up and get your hands on a copy before they sell out completely!

This two-volume set LNCS 14134 and LNCS 14135 constitutes the refereed proceedings of the 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, held in Ponta Delgada, Portugal, during June 19–21, 2023. The 108 full papers presented in this two-volume set were carefully reviewed and selected from 149 submissions. The papers in Part I are organized in topical sections on advanced topics in computational intelligence; advances in artificial neural networks; ANN HW-accelerators; applications of machine learning in biomedicine and healthcare; and applications of machine learning in time series analysis. The papers in Part II are organized in topical sections on deep learning and applications; deep learning applied to computer vision and robotics; general applications of artificial intelligence; interaction with neural systems in both health and disease; machine learning for 4.0 industry solutions; neural networks in chemistry and material characterization; ordinal classification; real world applications of BCI systems; and spiking neural networks: applications and algorithms.

In my career spanning more than a decade, I have used C language in only two projects. All these years, I had either coded in C++, Java or C#. However, during interviews, I had always coded my solutions in C. When an interviewer asks you to implement a Stack having one extra operation, getMinimum that returns minimum element in current stack, you are expected to give your own implementation of stack from scratch and not use Stack class in Java library. C language allows your solution to be focused on the problem without unnecessary clutter of class and object definitions. Java and C# are good to showcase your design skills, but if the question is not explicitly about object-oriented design, C (or C++) provides flexibility to demonstrate your memory management skills and help implement everything required using data structure and algorithms. C is a lightweight language and is easy to learn in a short span of time. Understanding the internals of C helps comprehend other high-level languages better because nthe concepts and terminology remain the same. This book gives you an insight into the journey that your code goes through and best practices at each stage.

This book constitutes the refereed proceedings of the 7th International Symposium on Cyber Security, Cryptology, and Machine Learning, CSCML 2023, held in Be'er Sheva, Israel, in June 2023. The 21 full and 15 short papers were carefully reviewed and selected from 70 submissions. They deal with the theory, design, analysis, implementation, and application of cyber security, cryptography and machine learning systems and networks, and conceptually innovative topics in these research areas.

The design and analysis of efficient data structures has long been recognized as a key component of the Computer Science curriculum. Goodrich, Tomassia and Goldwasser's approach to this classic topic is based on the object-oriented paradigm as the framework of choice for the design of data structures. For each ADT presented in the text, the authors provide an associated Java interface. Concrete data structures realizing the ADTs are provided as Java classes implementing the interfaces. The Java code implementing fundamental data structures in this book is organized in a single Java package, net.datastructures. This package forms a coherent library of data structures and algorithms in Java specifically designed for educational purposes in a way that is complimentary with the Java Collections Framework.

Book Type - Practice Sets / Solved Papers About Exam: The Institute of Banking Personnel Selection (IBPS) conducts the IBPS SO exam every year for the recruitment of Specialist Officers for various posts in the Public Sector Banks across India. IBPS IT Officers are responsible for the management of the entire IT team and provide end-to-end support for banks' core banking system. They’re responsible for providing support and procedural documentation and also maintain the shift duty system and for the handling of data as well as the core banking application files. Exam Patterns – Question paper is to be answered in Objective as well as Descriptive type questions for Part A and Part B respectively. Part A which is Professional Knowledge (Objective Type Question) contains 45 questions. Part B which is Professional Knowledge (Descriptive type Questions) Contains 2 questions. Maximum marks allotted for the paper are 60. Both sections are allotted time duration of 30 minutes each. Question paper contains a single part i.e. Professional Knowledge with 60 Objective type questions. Negative Marking is also applicable to questions attempted wrong. 0.25 marks will be deducted. No marks will be deducted for questions left un-attempted. Negative Marking – 1/4 Conducting Body- Institute of Banking Personnel Selection