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Python is a multi-paradigm programming language with object-oriented and structured programming fully supported, and many features support functional and aspect-oriented programming (metaprogramming and metaobjects). Several other paradigms are supported through extensions, including design by contract and logical programming. This course begins with a brief introduction and covers basic to advanced programming techniques in Python. The first 12 sections of the course cover Python basics. The remaining sections cover intermediate to advanced Python concepts (OOPS, classes, lists, modules, functions, JSON, and so on). Learn to use Matplotlib, NumPy, Flask, and Android APK files. Learn database handling and build geographical apps. The ten buildable apps covered in the course include a volcano web map generator, object detector app, personal website built with Python and Flask, book inventory desktop GUI app with SQL backend, data analysis/visualization dashboard, mobile app on Android and iOS devices, an app that scrapes multiple real estate webpages data, web app to collect user data and sends emails, blog and translator with Django, and web app to process Excel files and download processed files. Upon completion, you can create executable Python programs independently and master coding syntax and Python comprehensively. All codes are available at: https://github.com/PacktPublishing/Complete-Python-Course-with-10-Real-World-Projects

This course is ideal for those with a grasp of data concepts and cloud computing basics, especially in Microsoft Azure. Programming skills in SQL, Spark, and Python are beneficial but not mandatory. You'll begin with an introduction to Microsoft Fabric, delving into its objectives and success criteria, and explore the contrasting architectures of Lakehouse and Warehouse, along with insights into licensing, workspace creation, and configuration. Progress to mastering OneLake and Delta Lake, ensuring data security with authentication and authorization, while tackling Spark's complexities, data hub management, and warehouse management. This includes everything from understanding datasets and ingestion methods to utilizing Spark for real-time data processing, exploring SQL and KQL differences, and experiencing data flow architecture and Power BI visualizations in the Data Factory. The course concludes with a deep dive into Data Science and robust Data Management, ensuring you are equipped with the knowledge to control access, govern data, and monitor your systems effectively in any professional setting.

Microsoft Power BI is an interactive data visualization software primarily focusing on business intelligence, part of the Microsoft Power Platform. Power BI is a collection of software services, apps, and connectors that combine to turn unrelated data sources into coherent, visually immersive, and interactive insights. Data may be input by reading directly from a database, webpage, or structured files such as spreadsheets, CSV, XML, and JSON. This course will give you a detailed introduction to Power BI Desktop, Power BI Cloud, and Power BI Mobile! You will then learn to design and implement professional reports and storytelling with data to visualize your data effectively. You will explore advanced features such as working with parameters, using R scripts, optimizing performance, and row-level security. You will focus on performance optimization, Python and R in Power BI, forecasting and advanced analytics, and time intelligence. The course also indulges in data transformation and visualization. You will explore DAX essentials and learn to create a data model. Upon completing the course, you will gain comprehensive knowledge about Power BI features and reporting abilities. You will master data visualization techniques and acquire extensive knowledge about reporting using Power BI. All resources are available at: https://github.com/PacktPublishing/Microsoft-Power-BI---The-Complete-Masterclass-2023-EDITION-

Go is a compiled, statically typed language in the tradition of Algol and C, with garbage collection, limited structural typing, memory safety features, and CSP-style concurrent programming features added. More and more developers are interested in learning Go. It was the language of the year on TIOBE in 2016 and is at the top of the list of languages that developers want to learn next. This course will teach you how to program in Go, building on your existing knowledge of programming languages. It starts by introducing familiar features before moving on to the more unique features that have earned Go its reputation as the language of the cloud. You will learn how to build a completely functional application server in under two dozen lines of code. Then, you'll master structuring and organizing your code, implementing the procedural control structures of every C-inspired language, and breaking your code into separate functions. Towards the end of the course, you'll learn how to create your own packages and import them. You'll also explore Go's approach to error handling, Object-Oriented Programming, and concurrency. By the end of the course, you'll be ready to start writing your own Go projects. This course uses Go 1.9, while not the latest version available, it provides relevant and informative content for legacy users of Go.

In this course, you will learn how to set up your Kali Linux lab environment properly. In addition to that, you will learn how devices communicate with each other. Lastly, you will learn the best out of this course, which is Man in the Middle attacks. This course is divided into six sections: - Preparation: In this section, you will learn how to download and set up the latest version of Kali Linux as a virtual machine or as your main OS. This helps you create your own safe hacking lab environment. - Network basics: Here you will learn the basics of networks that will help you understand what should be done before network security testing. - Gather AP information before cracking: In this section, you will learn how you can enumerate the target access point such as ESSID-BSSID-Channel-Encryption type, and so on. You will learn how you can disconnect, kick any client from your target network, or even jam the wireless access point completely without having its password. - Cracking WEP/WPA/WPA2 encryption: After gathering information about the target access point, it’s time to learn how to crack WEP/WPA/WPA2 encryption keys and the theory behind each attack. - MITM attack: In this section, you will learn how to perform man-in-the-middle attacks and what post-modules can be carried out on the target OS. Modules such as playing music on the target OS, stealing credentials, and many more. You will even learn how to gain full access to the connected devices. - Protecting yourself against these attacks: After learning MITM attacks, it’s time to learn how to protect your OS against all the previously mentioned attacks. By the end of the course, you will be able to perform MITM attack on the target network and fully control all the connected computers. You will be able to protect yourself from the MITM attack.

ChatGPT is an advanced language model that generates human-like text. Prompt engineering involves shaping prompts to elicit desired responses, a valuable technique in software development, allowing developers to interact with ChatGPT for explanations, code snippets, design suggestions, and documentation assistance. The course begins with an introduction to ChatGPT, its capabilities, and applications in software development. You will learn to use ChatGPT for certification preps as a study aid and resource to understand key concepts. The course covers how ChatGPT can be utilized for tech interview preparation, practicing coding challenges, answering technical questions, and enhancing interview performance. We will explore how ChatGPT can be used in Docker, understanding Docker concepts. Moving on, we will delve into designing software systems with ChatGPT and brainstorm and evaluate design options, patterns, and trade-offs. You will learn to program with ChatGPT, seek explanations, and code examples in various programming languages/frameworks. Upon completion, we will gain a comprehensive understanding of ChatGPT/prompt engineering techniques that will enable us to effectively utilize ChatGPT to enhance software development productivity and acquire skills to design systems, write programs, and create documents with the assistance of ChatGPT.

This course provides a comprehensive overview of cybersecurity architecture, equipping students with the knowledge and skills needed to design and implement robust security solutions. The curriculum covers fundamental concepts and delves into practical aspects, enabling students to assess security risks, develop effective security controls, and apply security design patterns to real-world scenarios. Throughout the course, students will gain hands-on experience with a variety of security tools and technologies. They will learn essential skills such as threat modeling, risk assessment, security testing, and incident response. By exploring different security strategies and techniques, students will be prepared to address security challenges in diverse environments. Upon completion of this course, students will possess a deep understanding of cybersecurity architecture principles and best practices. They will be capable of designing, implementing, and managing comprehensive security solutions for various applications and settings.