Practical guide to AI in Unity

Learn Object Oriented Programming (OOP) in Python with mini projects, hands-on practice, and carefully designed visual explanations. Understand how the elements and abstract concepts of OOP work behind the scenes. Apply your knowledge to new scenarios.Object Oriented Programming is Your Next Step Into the In-demand and Powerful World of PythonCreate and work with classes and instances to write Python programs.Understand how they work behind the scenes. Learn when to use instance attributes vs. class attributes.Implement and call methods. Understand their purpose. Take advantage of the power of inheritance to avoid code repetition.Use key concepts like Docstrings and Special methods in your programs.Student ReviewsIt's a wonderful course! It's very methodical and detail. It helps you build a very strong foundation in OOP in python. Highly recommended for beginners. Xin ChuEven total noob will understand the OOP here :) Łukasz BryzekI love how the instructor explains things in simple language and relates it to everyday life. I actually understand! I'm just at the beginning of the course and am excited about continuing. Donny LobreeI would strongly recommend this course if you are new to programming and want to master the basics of OOP. Demayne CollinsThe learning sticks. The coverage of Python classes here, for me, has been better than how this topic has been covered in a couple of other Python classes I have from more well-established Python instructors. Hats of to the instructor for putting this together. Thomas PPerfect for persons without any clue in oop! Patrick OneginCourse UpdatesThe course is frequently updated with new lectures, projects, and resources:March 2025 - NEW Updated PDF course ha

In this Unreal Engine 5 course, you'll learn Blueprints by making three different projects.Two of the projects are at a beginner level while the third one is a bit more intermediate level. In the first project, called Ball Roll, we'll create a fun ball-rolling game. You gain points by pickups and must make sure to reach the goal to complete the level. In the second project, Revenant Character, we will download a character from the market place, animate him and test the character in our project. You will learn how to setup a basic Animation Blueprint and configure the different animations for your character. For the third project, Portals, we'll create a portal system, allowing the player to spawn portals and teleport through them, similar to the game portals.Ball Roll: Beginner LevelIn this project, we'll create a fun "ball-rolling" game. You will learn about actors, asset migration, blueprints, game modes and much more. We'll finally also build a fun testing level.- Learn about Game Modes- Create a simple points system- Learn about how to use the HUD & Widgets- Learn to migrate assets from one project to another- Learn about the Camera & Controls- Create fun levels using actors we'll create, such as "Jump Pad" and "Portal".- Learn to use assets we will import from the market place for building up our levels.- Build fun level, and use this as a basic project to build the rest for yourself if needed.Revenant Character: Beginner LevelIn this project, we'll download the Revenant character from the market place. We will then create animations for him and test it in our level.You will learn about:

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

React has rapidly become one of the most powerful tools for building Web Applications. Top sites using React include Facebook, Twitter, Netflix, Airbnb, and more! This course is perfect for entrepreneurs or startups looking to bring their ideas to life and React developers command some of the highest salaries in the development world. Master React and Redux in this fun and exciting course with top instructor Rayan Slim. With over 15,000 students, Rayan is a highly rated and experienced instructor who has followed my "learn by doing" style to create this amazing course. You'll go from beginner to extremely high-level and your instructor will complete each task with you step by step on screen. By the end of the course, you will have built a sophisticated Photowall Web Application with React, Redux and CSS. This powerful application will impress even the most senior developers and ensure you have hands on skills in React and Redux that you can bring to any project or company. This course will show you how to: Build a sophisticated Photowall Web Application with React, Redux and CSSUse Redux to manage your data, make it more predictable and easier to debug.Connect your application to Firebase, a powerful database. Use React Router to navigate through your applicationCreate Class ComponentsUse JSX to build your User InterfaceUse Props to pass DataCompartmentalize your web page into Components Update Component State to ensur

Docker is a portable container format that allows you to run code anywhere from your desktop to the cloud. Docker's workflow makes development, testing, and deployment much easier and much faster. Kubernetes has established itself as the standard platform for container management, orchestration, and deployment. To deploy Docker for real-world applications and gain hands-on experience with, deploying and managing market leading cloud platforms, you must be familiar with the basic concepts of Docker. This comprehensive 2-in-1 course teaches you to deploy and manage applications on leading cloud platforms, such as Docker and Kubernetes. You’ll learn through practical demonstrations, clear explanations, and interesting real-world examples. It will give you a versatile range of Docker and Kubernetes skills, which you will put to work in your own applications. This training program includes 2 complete courses, carefully chosen to give you the most comprehensive training possible. The first course, Learning Kubernetes, starts off with basic installation of Kubernetes and all its dependencies. You will then learn deployment patterns and concepts for making Kubernetes highly-available. You will also learn how to manage a local Kubernetes deployment using MiniKube, Next, you will understand how to use secrets in your applications by creating and decoding secrets. You will learn to deploy your docker applications on Kubernetes. The second course, Working with Advanced Docker Operations, teaches you how to create pods and multi-container pods. You will then learn how to use services and volumes with pods such as labels and selectors, Kubernetes services, creating secrets and ConfigMaps, and plain and persistent volumes.You will also learn how to install the ELK stack, view logs in Kibana, and view performance data in Grafana. Next, you will learn how to use continuous integration techniques to automatically build and test Docker images. You will be glanced through some use cas

Welcome to the Ultimate React.js Mastery Course! This comprehensive journey is your gateway to mastering React.js, the JavaScript library for building user interfaces.In this comprehensive journey, you will start by understanding the core concepts of React, including components, props, and state management. You'll then explore more advanced topics such as React hooks, which revolutionize how you handle state and side effects, and delve into the intricacies of component lifecycle.As you progress, you'll gain proficiency in creating custom hooks and leveraging context for efficient state management. These skills will provide valuable insights into building scalable and maintainable applications, a key advantage in the competitive world of web development.One of the highlights of this course is learning how to consume APIs using the useEffect hook. You'll discover best practices for fetching data asynchronously, handling errors, and optimizing performance, ensuring seamless integration of external data into your applications.What sets this course apart is its focus on practical application. You'll dive into hands-on projects, like crafting a dynamic Grocery List app and creating an engaging Random Quotes app. These real-world scenarios will reinforce your learning, honing your skills and boosting your confidence as a React developer.In this course, you will learn:Core concepts of React.js, including components, props, and state management.Advanced topics such as React hooks (useState, useEffect, useContext), component lifecycle, and conditional rendering.Creating custom hooks for efficient state management and code reuse.Consuming APIs with the useEffect hook, including