Machine Learning in Python for Professionals

Want to build your first Windows desktop application with C# but don’t know where to start? In this beginner-friendly course, you’ll create a complete Windows Forms app from scratch in about an hour.We’ll build a simple but practical desktop list manager while learning the core fundamentals of C# WinForms. You’ll see how real desktop apps are structured and how user interfaces, buttons, and events work together in a clear, easy-to-follow way.This course is designed for absolute beginners. I explain everything step-by-step while we build the project together, so you can follow along even if you’ve never created a desktop app before. We’ll focus on clear explanations, simple code, and real results so you can build confidence quickly and understand how everything connects.By the end of the course, you’ll have a working application that can add, edit, remove, save, and load items — and you’ll understand the basics of Windows Forms development. You’ll also gain a strong starting point for creating your own desktop tools, productivity apps, or small personal projects using C# and .NET.If you’re learning C# and want a quick, hands-on project to get started with desktop apps, this is the perfect place to begin and continue building your skills.

Have you ever wanted to build a games with a graphical interface but didn't know how to? May be you even know how to create tools on a command line but have no idea how to convert it into a graphical interface that people can click on. In this course we will be learning Python GUI Programming + Turtle + other advanced python modules to build graphical user interfaces (GUI) and games from scratch. Games You will make throughout course: Cannon gameFlappy bird from turtlePacmanPongSnakeTilesTronTic Tac Toe Four major Projects: Flappy Bird from PygameAngry Bird from Pygame and PymunkRace 2DMario Game We will learn from basics of Python i.e. variables, slicing, string, some module, arithmetic and logical operations, looping, functions, object oriented programming. After that we will learn the basics stuff of Pygame and OpenGL and Blender basics stuff.

ملاحظة مهمةتتضمن هذه الدورة استخدام أدوات الذكاء الاصطناعي ضمن عملية تطوير البرمجيات.عن الدورةهذه دورة عملية متكاملة لتعلّم تطوير برامج الكمبيوتر الحقيقية لنظام Windows، من مرحلة الفكرة والتحليل وحتى بناء التطبيق وتجهيزه للاستخدام.تركّز الدورة على بناء تطبيقات سطح مكتب احترافية، مع الاستفادة من أدوات الذكاء الاصطناعي ووكلاء الذكاء الاصطناعي في تسريع العمل وتحسين جودة التطوير.التقنيات المستخدمة في الدورةلغة البرمجة: C#إطار تطوير واجهات سطح المكتب: WPFمنصة التطوير: .NET 8قواعد البيانات: SQLبيئة التطوير: Visual Studioإدارة الإصدارات: Gitمنصة مشاركة الكود: GitHubماذا ستتعلّم في البداية؟ما هو البرنامج وكيف يعمل.مفهوم لغات البرمجة.أساسيات التفكير المنطقي.الخوارزميات وطريقة بناء الحلول.هياكل البيانات الأساسية.مبادئ هندسة البرمجيات.الأنماط المعمارية في بناء التطبيقات.مفهوم طبقات التطبيق.أساسيات قواعد البيانات.أساسيات SQL.أهم أدوات المطوّر في العمل العملي.ماذا ستتعلّم عن الذكاء الاصطناعي؟فهم الذكاء الاصطناعي من منظور المبرمج.آلية عمل النماذج اللغوية الكبيرة.مفهوم التوكنز.مفهوم السياق داخل المحادثة.الفرق بين النماذج التجارية والنماذج مفتوحة المصدر.كيفية استخدام أدوات الذكاء الاصطناعي في البرمجة.كيفية كتابة أوامر تطوير واضحة وفعّالة.كيفية التعامل مع وكيل ذكي داخل مشروع برمجي حقيقي.أدوات ونماذج يتم التعرّف عليها داخل الدورةChatGPTClaudeGeminiLLMsAI AgentsOpen Source ModelsLocal AI Modelsكيف يتم استخ

In today's fast-paced work environment, communication can make or break your career. Whether you're a student entering the workforce, or someone returning to work after a break, this course will equip you with the essential communication and soft skills to succeed.What You’ll Learn: How to introduce yourself effectively in interviews, meetings, and networking events How to write clear, concise, and professional business emails that reflect the right tone and intent How to prepare for interviews, respond to common questions, and make a great first impression How to build and format a strong resume tailored for specific roles How to collaborate and communicate with colleagues in a respectful and productive manner How to handle workplace communication challenges, such as difficult conversations or giving feedback How to maintain professional etiquette in both physical and virtual workspaces (emails, meetings, chats) How to present yourself with confidence in team discussions, client calls, or presentationsThis course includes real-world scenarios, role plays, and practical exercises to help you build confidence and apply what you learn immediately.Why Take This Course?Because strong communication isn’t just a “nice-to-have”, it’s a career necessity.Join us and learn to speak smart, write clearly, and act professionally—so you can stand out in any room, virtual or real.

Let me tell you a story. I worked for an organization that had many teams. I was fortunate enough to work within two teams that were polar opposites; this gave me a firm understanding of the effects that leadership had on human behavior. Leadership in the first team was commanding and controlling, while leadership in the second team was trusting and empowering. The second team could connect employee values to the overall objective, which in turn influenced employee attitudes, commitment, and trust. The result was higher morale, productivity, retention, and loyalty within an effective and unified team. Leadership in the second team knew, that when you understand why people behave, you are better prepared to influence how people behave. The field of understanding and influencing behaviors is called Organizational Behavior, and as a leader, it is imperative to understand how to influence behaviors - ethically. Of course, you can command and control your employees, but such transactional leadership often devalues human potential and innovation when used exclusively. Influencing behavior in the 21st century begins with the study of knowledge about your employees and the application of behavioral modification techniques.My name is Kenneth Warren. I earned a Master's in Business Administration and a Bachelor of Science in Management after an enlistment in the United States Army and a deployment to Afghanistan. Before that, I was in a band for nearly ten years. We toured the U.S., the Middle East, and Asia; performed with international acts such as Bon Jovi and the Gin Blossoms; and were featured on TV networks such as MTV and E! Entertainment.Because of my exposure to diverse leadership styles, I decided to utilize my business and management background to create a course that helps leaders transform their leadership position into a role that influences organizational behavior. The course material demonstrates this through the study and application of the following b

In this hands-on course, you'll learn to integrate OpenAI, Ollama and .NET's new Microsoft-Extensions-AI (MEAI) abstraction libraries to build a wide range of GenAI applications—from chatbots and semantic search to Retrieval-Augmented Generation (RAG) and image analysis.Throughout the course, you’ll learn:.NET + AI EcosystemYou'll learn about Microsoft's new abstraction libraries like Microsoft-Extensions-AI, which makes it super easy to integrate switch different LLM providers like OpenAI, Azure AI, Ollama and even self-hosted models.Setting Up LLM ProvidersConfigure the LLM providers—such as GitHub Models, Ollama, and Azure AI Foundry—so you can choose the best fit for your use case. Text Completion LLM w/ GitHub Models OpenAI gpt-5-mini and Ollama llama3.2 Model modelYou’ll learn how to use .NET to integrate LLM models and performs Classification, Summarization, Data extraction, Anomaly detection, Translation and Sentiment Analysis use cases.Build AI Chat App with .NET and gpt-5-mini modelYou'll develop back-and-forth conversation based messaging with LLM and user where the AI maintains context across multiple user turns. We will use Chat Streaming features when developing AI Chat Application.Function Calling with .NET and gpt-5-mini modelDevelop a function that will trigger from OpenAI GPT-5-mini. The model returns structured JSON specifying which .NET function to invoke, along with arguments for retrieving real-time data..NET AI Vector Search using Vector Embeddings and Vector StoreWe’ll also cover Vector Search, a powerful feature that allows semantic search based on meaning—not keywords.You’ll learn how to:Generate embeddings usin