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Certified AI Foundations & Concepts

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0(492 students)

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All Levels

About this course

Master the Essentials of AI — this comprehensive course is designed to take you from zero to certified in the world of Artificial Intelligence. It begins with a clear introduction to how AI evolved, helping you understand not just what AI is today, but how it reached its current stage. We cover the core pillars of the AI landscape, including its history, mathematical foundations, and the latest breakthroughs shaping modern applications.Why Choose This Certification Course?This course focuses on high-impact knowledge that truly matters for professional growth.

Instead of overwhelming you with unnecessary theory, it delivers practical insights into how algorithms learn from data, how neural networks are structured, and how models improve over time. You will also explore real-world use cases that connect theory with practical implementation, making the learning experience more meaningful and relevant.A Future-Proof SkillsetIn an era where AI is transforming every industry, being AI-literate is no longer optional. This course equips you with the conceptual depth needed to collaborate effectively with technical teams and make informed decisions about AI solutions.

It also highlights ethical considerations, ensuring you understand responsible AI development and deployment. By the end, you will have the confidence to engage with AI-driven projects and contribute to innovation in your field.

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Level: All Levels

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Duration: Self-paced

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Master the fundamentals of Azure Cloud Shell and command-line interfaces through this comprehensive course covering Azure CLI, Bash, and PowerShell. This hands-on training program takes you through a structured journey from basic concepts to advanced implementation techniques across three major sections.Course Outline:- Understanding Azure Cloud Shell: Dive deep into core components, features, and best practices of the Azure Cloud Shell platform. Learn to navigate the Command Line Interface and implement essential tools effectively.- Mastering Bash Fundamentals: Explore comprehensive Bash shell operations, including system management, file operations, process control, and Azure CLI integration. Learn through practical demonstrations covering: * Command line interface components and syntax * Directory navigation and file management * Process monitoring and management * Input/output redirection and command piping * Administrative access control * System information management * Integration with Azure CLI tools- PowerShell Expertise: Develop advanced skills in PowerShell automation and scripting, covering: * Cross-platform installation and configuration * Version management and environment setup * Command discovery and documentation access * Object property exploration * Azure resource management through PowerShellThe course combines theoretical knowledge with hands-on practice through extensive demonstrations and lab exercises. You'll learn from practical examples and gain real-world experience in using command-line tools for cloud management and automation.By the end of this course, you'll be able to:- Navigate and utilize Azure Cloud Shell's full feature set- Execute advanced Bash commands for system and file management- Implement PowerShell automation scripts for Azure resource management- Troubleshoot common command-line interface issues- Apply best practices for cloud shell operationsThis course is ideal for IT professionals, system administrators, cloud engineers, and anyone looking to master command-line interfaces in Azure cloud environments. The curriculum provides a perfect balance of fundamental concepts and advanced techniques, ensuring you're well-equipped to handle real-world cloud management scenarios.

Software architecture

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The architecture describes the processes and structures of the entire project, determining the data throughput in different parts of the project, and allows you to optimize and scale the project in the future.Good architects are often people who learn from even better architects. Perhaps this is because some conceptual requirements are inherent in almost all projects. Each conceptual requirement is formulated as a question that the architect must ask himself during the project. Of course, some systems may have their own additional critical conceptual requirements.We will get to know the types of software architectures. We will be able to create our own simple software architecture. We will be able to use and expand the software architecture. As a result, this course will be useful not only for architects or people who plan to become one. And, technical leaders of the development group, developers of different levels and testers.In first section, I reveal the main objective of the course. In second section you will be introduced to the types of software architectures. In third section you will be able to create his own simple software architecture. In forth section you will be able to use and extend the software architecture. In fifth section the nuances of software architecture will be considered. Six section will help you understand which part of the course will be most useful to you.Course Topics and Structure:1. Introduction2. Familiarity with software architecture.2.1 Introduction2.2 Principles of software architecture.2.3 The content of the architecture.2.4 Static structural diagrams.2.5 Dynamic diagrams.2.6 Conclusions.3. Creation of software architecture.3.1 Introduction3.2 How to start creating software architecture.3.3 The interface and what it should describe.3.4 Interaction of components and objects.3.5 Database. Content, objects, interaction.3.6 Dynamic diagrams, how to do and why you need them.3.7 Conclusions.4. Support and use of software architecture.4.1 Introduction4.2 What to do with the software architecture after its creation.4.3 Helpful information for the programmer on software architecture.4.4 Support of software architecture.4.5 Extending the software architecture.4.6 Conclusions.5. Software architecture. Next level.5.1 Introduction5.2 Summary of the main structures.5.3 Impact of software architecture on the future life of software.5.4 A software architect is not a profession, but a calling.5.5 Twelve architecture mistakes.5.6 Conclusions.6. Conclusions and results of the course. Summing up.

Improving software development productivity.

Udemy Instructor

What will be in the course:Personal experience;How I structured the work in my team;What my team and I use;What are the alternatives to my tools;Which helped speed up development.What this course will not include:A huge amount of theory;Calculations that prove how to design;Imposing opinions and proving that problems need to be solved only this way and nothing else.As a result, this course will be useful not only for the technical leader of the development group, but also for managers of different levels, developers and testers.The topics of the lessons that will be discussed in this course are shown on the slide:Introductory lesson;Team and roles in it;Technical task;Work planning;Task management systems;Architecture;Version control systems, version accounting;Codestyle;Description of the code;Automatic generation of documentation;Testing;Bug life cycle, Bug tracker;Automatic tests;Automatic machines and scripts;Instructions;Summing up and my results.For each topic, there will be an explanation of how this innovation in the development process will help increase efficiency.By efficiency, I mean the following measured parameters:The number of mechanical errors will decrease;Development time will be reduced;The error search time will decrease;The time to attract a new developer will decrease;The accuracy of the development forecast and adherence to plans is increased.And not measurable, which will also get better:It will become easier to hand over the product to the customer;Developers' interest will increase.

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Certified AI Foundations & Concepts

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