UdemyPandas

Pandas Interview Guide: 5 Practice Tests: 400+ Q&A

التصنيف الكامل: Development > Data Science > Pandas

Pandas Interview Guide: 5 Practice Tests: 400+ Q&A

عن هذا الكورس

The ability to interrogate, transform, and visual-analyze data quickly is a core requirement for modern data analysts, scientists, and software engineers. Pandas Interview Guide : 6 Practice Tests, 400+ Q A turns that requirement into an advantage by giving you a rigorous exam-prep experience rooted in real-world pandas workflows.Over six full-length, timed practice tests—each mapped to the latest pandas API and common interview patterns—you’ll face conceptual questions, code snippets, and scenario analyses that replicate technical screens and white-board rounds. After every test you receive in-depth explanations, alternative idioms, and small code labs so you can convert theory into muscle memory.Beyond the practice exams, each section of the syllabus is introduced with concise refreshers and interview tips drawn from actual recruiter feedback. Whether you are brushing up before a data-science bootcamp interview, a back-end developer role, or a BI analyst position, this guide helps you think “pandas first,” optimize for performance, and articulate trade-offs.1. Data Structures in PandasSeries creation, DataFrame construction, single- and multi-index techniques—master the containers that power every downstream transformation.2. Data ManipulationRow- and column-level selection with .loc / .iloc, Boolean filtering, conditional sorting, and column engineering for tidy data pipelines.3. Data CleaningMissing-value handling, duplicate removal, and robust dtype conversion ensure that dirty, mixed-source datasets become analysis-ready.4. Data Aggregation and Groupinggroupby, pivot-tables, and rolling windows—aggregate at scale while writing readable, interview-friendly code.5. Merging and Joining DataConcatenation tricks, many-to-many joins, indexed merges, and self-joins give you relational-style power withou

تعلم أونلاين 100%

شاهد الدروس في أي وقت ومن أي مكان

محتوى معتمد

مقدم من منصة Udemy

رابط موثوق ومباشر

ينقلك لصفحة التسجيل الرسمية

سعر الكورس
$19.99
المنصة:Udemy
الانتقال للكورس / التسجيل الآن
🔒 عند النقر، سيتم فتح صفحة الكورس الرسمية على منصة Udemy في نافذة جديدة.

كورسات مقترحة في نفس المجال

عرض كل الكورسات ←
Complete Dart Guide: Basics to Advanced Programming 2026
Udemy
Dart (programming language)

Complete Dart Guide: Basics to Advanced Programming 2026

Are you ready to learn Dart programming from the ground up? This comprehensive Dart course is your ultimate Dart tutorial for 2026, designed for beginners and aspiring developers looking to master Dart programming skills. Whether you're new to coding or transitioning from other languages, our Complete Dart Guide: Basics to Advanced Programming 2026 will equip you with everything you need to become proficient in Dart, the powerful language behind Flutter for cross-platform app development.In this Dart programming course, you'll start with the fundamentals. Discover Dart basics like variables, data types, operators, and control structures. You'll learn how to write your first Dart program and understand syntax that makes Dart efficient and readable. As you progress, dive into object-oriented programming (OOP) principles in Dart, including classes, inheritance, polymorphism, encapsulation, and interfaces. These concepts are crucial for building modular and reusable code in any Dart project.Moving to intermediate topics, this Dart tutorial covers collections, functions, and error handling. You'll explore asynchronous programming, a key feature for modern apps. Master Futures, async/await, Streams, and Isolates to handle concurrency and build responsive applications. Our course emphasizes null safety, a vital aspect of Dart since version 2.12, ensuring your code is robust and error-free.For advanced learners, we delve into generics, mixins, extensions, and package management with pub dev. You'll learn to integrate third-party libraries and optimize performance. This Flutter Dart guide prepares you specifically for mobile development, showing how Dart powers Flutter widgets and state management.Hands-on projects are at the heart of this Dart course. Build real-world applications like command-line tools, web servers with Dart's backend capabilities, and Flutter apps. Debug, test, and deploy your creations while following best practices for clean code and scalability.

Python OOP for Job‑Ready Clean Code (Real‑World Projects)
Udemy
Python

Python OOP for Job‑Ready Clean Code (Real‑World Projects)

Write Python Code That Employers Actually Want to SeeMany Python learners can write scripts — but struggle when projects grow, requirements change, or multiple developers touch the same codebase.That’s where Object-Oriented Programming (OOP) becomes essential.This course teaches you how professionals actually use OOP in Python to write clean, maintainable, and scalable code — the kind of code expected in real jobs, production systems, and collaborative teams.By the end of this course, you will be able to write Python code that looks and feels professional, not beginner-level.Design clean, scalable Python classes that are easy to maintain and extendApply encapsulation correctly to protect data and reduce bugsUse getters, setters, and properties the Pythonic way (not Java-style mistakes)Choose inheritance vs composition like experienced developers doImplement polymorphism to eliminate fragile if/else logicUnderstand and apply Method Resolution Order (MRO) with confidenceRefactor messy Python code into clean, readable, job‑ready designsBuild real-world mini projects that reflect professional codebasesWhat Makes This Course DifferentClean-code focusedYou won’t just learn what OOP features exist — you’ll learn when to use them and when NOT to.Real-world design thinkingYou’ll understand why professionals prefer composition over inheritance, how to design flexible systems, and how to avoid common beginner mistakes.Hands-on and practicalEvery major concept is rein

Python Programming for Absolute Beginners
Udemy
Python

Python Programming for Absolute Beginners

Python Programming for Absolute BeginnersIf you have never written a single line of code before and want to start learning programming in a simple and structured way, this course is designed for you.By the end of this course, you will be able to:Understand fundamental programming conceptsWrite Python programs confidentlyWork with variables, loops and functionsSolve practice problems independentlyBuild a strong foundation for advanced Python topicsThis course assumes zero prior programming experience.Everything is explained step by step in a simple and easy-to-follow manner. Concepts are introduced gradually, followed by practice exercises to help you reinforce what you learn.Now updated with 100+ practice questions and answers to strengthen your understanding.Course Curriculum OverviewIntroduction and setupInstalling Python on Windows, Mac and LinuxWriting your first programTaking input and displaying outputCore programming conceptsIf and else conditionsFor loops and while loopsBuilding a calculator programFactorial and numeric table programsStrings and data structuresString operationsTuplesListsDictionariesFunctions and modular programmingWriting user-defined functionsImporting librariesWorking with OS and platform modulesFile handling and error managementReading and writing filesUnderstanding errors and exceptionsHandling exceptions properlyRea

350+ Exercises - Python Programming Mega Pack - OOP
Udemy
Python

350+ Exercises - Python Programming Mega Pack - OOP

This course is an expansive, immersive training program focused on advancing Python programming skills with a particular emphasis on Object-Oriented Programming (OOP). This course is designed for both beginners and experienced Python programmers who want to delve into the realm of OOP.With more than 350 hands-on exercises, this course offers a comprehensive exploration of Python's object-oriented features. It begins with the basics of OOP, explaining concepts such as classes, objects, and methods. As the course progresses, it delves into more complex topics, such as inheritance, polymorphism, and encapsulation.Each section of the course contains interactive exercises that are designed to reinforce understanding and improve proficiency. Students will get to solve real-world problems using OOP principles, thereby gaining a practical understanding of the material.The course offers solutions for all exercises, allowing students to compare their approach with optimal solutions, thus enhancing their problem-solving and coding skills. This hands-on approach ensures that learners not only understand the theory behind OOP but also how to apply it practically when writing Python code.This course is an essential resource for any Python programmer who wants to dive deep into OOP. Whether you're a novice wanting to understand OOP or an experienced coder looking for a comprehensive resource to polish your skills, this course offers an engaging and challenging way to learn and practice OOP in Python.Python: Write Less, Do MorePython is a powerful, high-level programming language known for its simplicity, readability, and wide-ranging applications. Whether you're building web applications, analyzing data, automating tasks, or developing AI models, Python offers a clean syntax and a vast ecosystem of libraries that make development fast and efficient. Its versatility and strong community support have made it

Pathfinding in Unity
Udemy
Pathfinding (computer)

Pathfinding in Unity

Description This course is designed for intermediate users of Unity (see the Prerequisites for specific topics you should be familiar with before joining). Though Unity comes pre-packaged with an excellent pathfinding system, we explore beyond using a black box to calculate paths through your game levels. Pathfinding and search algorithms are a core component of game development. If you want to level up your skills, enroll today and dive into implementing your own version of A* search! Through a carefully crafted set of lectures we learn search algorithms, starting with Breadth-First Search, diving in Dijkstra's algorithm and culminating with the industry-standard A* search for pathfinding. All concepts are presented with easy-to-understand visuals! Some other bonus features of those course: learn to use text files or texture maps to drive level data in Unitylearn how to implement a priority queue (binary heap) in C#learn to structure a small project using the MVC(Model View Controller) design pattern

Build Mobile Apps with .NET MAUI, C#, and XAML
Udemy
.NET MAUI

Build Mobile Apps with .NET MAUI, C#, and XAML

Build cross-platform mobile applications with .NET MAUI, C#, XAML, MVVM, SQLite, REST APIs, authentication, and Azure deployment..NET MAUI is Microsoft’s modern framework for building native mobile and desktop applications from a single .NET codebase. In this course, you will learn how to create practical cross-platform apps using C#, XAML, Visual Studio, and the MVVM Community Toolkit.This course is designed for C# developers who want to move into mobile app development and learn how to structure, style, connect to data, and prepare .NET MAUI applications for deployment.You will start with the fundamentals of .NET MAUI, including project structure, XAML controls, layouts, styles, data binding, navigation, and event-driven development. You will then apply the MVVM pattern to organize your application logic and build maintainable mobile app features.As the course progresses, you will work with local data using SQLite, connect your mobile app to a backend API, secure application workflows with authentication and authorization, and consume RESTful services from your .NET MAUI app.You will also learn how to create an ASP.NET Core Minimal API, publish the API to Microsoft Azure, connect your mobile app to the hosted API, and sign and publish an Android application.What you will learnYou will learn how to:Build cross-platform mobile apps with .NET MAUI and C#Design user interfaces with XAML controls, layouts, and styles.Use data binding and the MVVM pattern in .NET MAUI applications.Apply the MVVM Community Toolkit to simplify mobile app architecture.Navigate between pages and manage user interactions.Store local data using SQLite.Build and consume an ASP.NET Core Minimal API