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Learn how to leverage Python to effectively build, train, test, and store your models in SQL Server databases.

Course details
In this course, senior software engineer and instructor Sam Nasr guides you through the skills you need to leverage Python and T-SQL for building robust machine learning models. Discover how to set up your development environment, import data seamlessly into SQL Server, and prepare it for model training. Explore the fundamentals of various machine learning algorithms, data pre-processing techniques, and tuning hyperparameters for optimal performance. Learn how to use tools such as Visual Studio Code, Pandas, SQL Alchemy, and scikit-learn for effective model development and deployment. Plus, find out how to store, access, and manage version history of your trained models directly within your SQL Server database. By the end of the course, you will be equipped to train, evaluate, and deploy machine learning models adeptly, and implement best practices for data handling and model management.
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Master Unreal Engine 5: Build an Open-World Adventure with a Timer System, Enemy AI, and a Dynamic Game Environment!

What you'll learn
Master the UI, navigation, object manipulation, and essential tools from scratch
Create a playable character with smooth animations for running, jumping, and crouching
Implement intelligent enemies that chase and attack the player
Build a detailed game world with beautiful landscapes, and realistic HDRI lighting

Requirements
No Prior Experience with Unreal Engine 5 is Required.
Some Experience with Blender 3D may be Helpful.

Description
Create an Open-World Adventure Game in Unreal Engine 5!Unreal Engine 5 is one of the most powerful game engines today, but learning it can feel overwhelming—especially for beginners. That's why I designed this course to help absolute beginners build an open-world third-person game from scratch! No prior experience with Unreal Engine is needed—anyone can follow along and start creating their own game.This is a project-based course, and we'll cover everything you need to create an immersive gameplay experience. You'll learn how to:Learn Unreal Engine 5 from scratch—understand the UI, navigate the editor, and set up a project.Implement a playable character with fluid parkour movements.Implement a dynamic enemy AI system—enemies will chase and attack the player in real time.Build an open-world environment, complete with detailed and realistic landscapes.Create a timer system to add tension and challenge to the game.Develop a functional health system where the player takes damage from the enemies.Optimize lighting and post-processing for a cinematic, high-quality look.This course is designed for absolute beginners, so even if you've never opened Unreal Engine before, you'll be able to follow along. The best part? You'll get to experience the real development process—solving problems and making creative decisions just like a professional game developer!So what are you waiting for? Start today and bring your dream game to life!

Who this course is for
Aspiring Game Developers, Indie Creators, and Anyone who wants to build Games in Unreal Engine 5.
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Learn how to leverage open-source intelligence (OSINT) reconnaissance techniques to prevent attacks in the first step of the cyber kill chain.

Course details
This course presents a wide range of open-source intelligence (OSINT) reconnaissance techniques that you can use to prevent attacks in the first phase of the cyber kill chain. Join instructor Tino Šokić as he demystifies the essentials of OSINT, the cyber kill chain framework, and operational security for conducting effective OSINT investigations. Discover commonly used OSINT tools, learn how to access the deep and dark web dimension of OSINT, and get tips for documenting your OSINT findings and presenting them to your clients or customers. Along the way, Tino demonstrates how a real-world reconnaissance operation actually works, and shares key considerations for the future of OSINT.
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Learn the system components of machine learning (ML), their function in the AI ecosystem, and how to choose the best approach for your business pipeline.

Course details
In this course, instructor Lyron Andrews shows you how to describe the system components of machine learning (ML) and their function in the AI ecosystem. This includes identifying general, supervised, unsupervised, and semi- or self-supervised learning, along with enumerating the steps related to the ML pipeline. Along the way, gather insights for evaluating the need for anomaly detection and dimensionality reduction related to training models. Lyron outlines the steps of the machine learning pipeline, from data acquisition and preparation to modeling, verification, and validation. By the end of this course, you'll be prepared to choose the right ML approach to meet the unique needs of your business case.
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Get a hands-on, practical overview of Spring Data 3 in this course with coding exercises powered by Github Codespaces.

Course details
Are you ready to get up and running with Spring Data 3? In this hands-on coding course, instructor Mary Ellen Bowman guides you through the essential steps of implementing Spring Data JPA features for persisting and querying relational databases. Along the way, get an overview of Spring Data REST, Spring Data MongoDB, and how to leverage reactive repositories that support non-blocking data source drivers—all from directly within your browser.This course is integrated with GitHub Codespaces, an instant cloud developer environment that offers all the functionality of your favorite IDE without the need for any local machine setup. With GitHub Codespaces, you can get hands-on practice from any machine, at any time—all while using a tool that you'll likely encounter in the workplace. Check out "Using GitHub Codespaces" with this course to learn how to get started.
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Learn how to use SketchUp Free, a browser-based 3D modeling and visualization tool for bringing your 3D ideas to life.

Course details
SketchUp Free is a browser-based 3D modeling and visualization tool from Trimble. It contains an online-only subset of the tools found in Sketchup Pro. In this course, George Maestri guides you through the basics of using this tool to bring your 3D ideas to life. Learn how to navigate the SketchUp interface and explore the variety of tools you can use to draw. Discover some advanced drawing techniques, then dive into the ways you can manipulate objects. Get useful tips on how to keep your SketchUp scenes organized, how to measure and label objects in your scene, and how to apply and adjust different materials, textures, and styles. Plus, learn how to download and export SketchUp files.

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