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IBM
Specialization Fundamentals of Applied Software Engineering
beginner
AI in Education
If you want to enter the exciting world of software development, then this Software Engineering Fundamentals specialization is for you. No prior degrees or knowledge of programming or application development are required . According to the U.S. Bureau of Labor and Statistics, software developers are in high demand, earning an average salary of $110,140 per year . With a growth rate of 22% in this field, there’s never been a better time to start a career in software development. This program’s self-paced courses provide the foundation for a wide range of IT and software engineering careers , including web development, mobile app development, front-end, back-end, and full stack application development, software testing and quality assurance (QA), and DevOps engineering. This specialization is packed with engaging videos, hands-on labs, and real-world projects that teach fundamental programming principles and the fundamentals of design, architecture, and deployment; the software development life cycle; Git and GitHub repositories; using the Linux terminal and creating Bash shell scripts to automate various tasks; and coding using the Python programming language . The program is suitable for those who are just starting to study software engineering , or for those who would like to get acquainted with the basics of software engineering. It will prepare you to get acquainted with the culture, technologies, and skills necessary to successfully work in the field of software engineering. Applied learning project - Each course is packed with hands-on labs, interactive activities, and projects so you can build your portfolio while gaining practical knowledge of software engineering concepts. Throughout the program, you will develop software engineering skills. Projects include:. - Review job postings to learn about software engineering skills and requirements. - Use Git and GitHub commands to create an open source project, work with branches, merge code, and make pull requests (PRs). - Write a Bash shell script in Linux that creates backups of modified files and schedules it to run every 24 hours using Crontab. - Coding in Python using lists, tuples, dictionaries, sets, conditions, branching, loops, functions, exception handling, objects and classes, web services and APIs, and the NumPy and Pandas libraries. - Develop a Python web application that uses IBM Watson for language translation, including writing unit tests and packaging the application for distribution.
Udemy
Programming with artificial intelligence - AI 4 Coding
beginner
AI in Education
Artificial intelligence is the future of programming. Learn how to use AI tools in practice today. In this course I will show you: - how you develop software with ChatGPT or how AI programs for you . - how to integrate AI into your development environment and develop faster with GitHub Copilot. - how you can use AI to easily translate existing code into other programming languages . - How ChatGPT analyzes technical errors and suggests solutions - the days of Stackoverflow are over! - how AI simplifies your code and rewrites it according to clean code principles . It is a practical course for the daily work as a software developer . We focus on the practical use of AI tools instead of talking about general or theoretical topics from the field of artificial intelligence. AI helps us programmers best when it is integrated directly into the development environment. GitHub Copilot is currently one of the best and most popular AI tools as a plugin for IntelliJ, Visual Studio Code or other development environments. Copilot suggests code, explains existing code, fixes bugs or helps with automated tests. I'll show you the first steps with GitHub Copilot in the course, and more videos are still in the works and will be added later. The examples and exercises in the course are written in the Java programming language and with the Spring Framework. However, the principles and use cases shown apply to all languages. As a software developer and architect, I have been programming for over 15 years. At Deutsche Telekom, I am one of the pioneers in the AI4Coding community. We have developed internal training courses on the topic of AI for developers. In this course, I will let you take part in it in a detailed and optimized form.
Udemy
AI+ Industrial DesignArtificial Intelligence+Industrial Design
beginner
AI in Education
Midjourney is a design assistance tool based on artificial intelligence technology. It can help industrial designers generate design concept drawings faster and improve design quality and efficiency. Now, you can learn how to operate Midjourney and how to apply AI drawing technology to assist in the generation of design concept drawings. In this introductory course, you will learn how to register a Midjourney account, log in to the Midjourney platform, and how to start generating design concepts. You will learn how to choose different design styles and themes, add your own design elements, and quickly generate design concept drawings in Midjourney's design concept tool. Additionally, you'll learn how to save your design concepts as finished drawings or line drawings and download them to your computer. This will make it easier for you to share design concept drawings with your clients and colleagues, and better showcase your design ideas and creativity. The Midjourney introductory course will help you quickly master how to operate Midjourney, and understand how to apply AI drawing technology to assist in the generation of design concept drawings. Not only that, this course will also make you a better industrial designer and make your designs more professional, innovative and competitive. Join the Midjourney introductory course now and start learning how to use Midjourney and AI drawing technology to improve your design efficiency and quality, and create more amazing design works!
Udemy
ChatGPT, Midjourney and Top AI Tools
beginner
AI in Education
The course "ChatGPT, Midjourney and Top AI Tools" is designed to give you a comprehensive look at how to apply ChatGPT and the most advanced Generative AI tools today . With the rapid development of technology, AI tools have become an indispensable part in many fields, from science, business, education, to art and entertainment. This course will help you understand and effectively apply these great Generative AI tools to improve your work performance and creativity . Part 1: General Introduction to the Course In the first part of the course, you will be introduced to an overview of the course and how to learn it. Next, you will get an overview of AI and Generative AI , two important concepts in the field of AI. Part 2: Overview of ChatGPT ChatGPT is one of the most powerful AI tools available today, developed by OpenAI. This section will guide you from the most basic knowledge of ChatGPT, how it works, to how to register and use it. You will be introduced to OpenAI's latest GPT model, GPT-4o. You will learn how to upgrade to ChatGPT Plus to experience more advanced features. You will also be introduced to the user interface of ChatGPT and ChatGPT Plus , along with how to use ChatGPT on mobile phones . You will also be introduced to Prompt in ChatGPT . Finally, you will be answered some frequently asked questions about ChatGPT so that you can use this tool with confidence. Part 3: Prompt Engineering - The Art of Creating Effective Prompts Prompt Engineering is an important technique for generating desired results for Generative AI tools. This section will help you understand Prompt Engineering , its key principles, and techniques such as Zero Shot, One Shot, and Few Shot Prompting . You will learn how to ask ChatGPT to role-play, change the tone, format, and adjust the length of the response to get the best response from the AI. You will also be introduced to the RGCG Prompt Formula , a special formula for generating effective prompts. specific and clear. This section also includes the process of testing, evaluating, and iterating to get the expected results from ChatGPT. Part 4: Midjourney: Creating Art with Advanced AI Midjourney is a powerful AI tool that helps you create impressive works of art. This section will guide you through creating a Discord account and signing up for Midjourney, along with instructions on how to use Midjourney . You will also learn about features like Remix Mode and Vary Region , and how to create effective prompts in Midjourney. You will also learn how to use ChatGPT to create prompts , and the Shorten command to shorten and optimize prompts. You will also learn how to create prompts using Community Showcase , and how to use images in prompts to create the images you want. This section also covers important parameters like Version, Stylize, Aspect Ratios, No, and Quality to affect the images generated by Midjourney, you will also learn the Settings command to customize and optimize settings in Midjourney, and the Describe command to create prompts from images. Part 5: Other Cutting-Edge AI Tools In addition to ChatGPT and Midjourney, there are many other great AI tools that you will also discover. This part will introduce other leading Generative AI tools such as Gemini , a powerful Generative AI tool similar to Google's ChatGPT. You will also learn about Copilot , an AI assistant from Microsoft similar to ChatGPT or Gemini, followed by Designer , a powerful AI tool that supports graphic design. Next is DALL-E 3 integrated into ChatGPT Plus, one of the most advanced AI tools that allows you to create amazing images from text. This DALL-E 3 part will guide you on how to use DALL-E 3 and how to create characters consistent with Gen IDs. Finally, you will also be introduced to some other AI tools that you can apply in life and expand your creativity. Benefits of taking the course By taking this course, you will gain many benefits such as understanding AI and Generative AI, improving your skills in using Generative AI tools and knowing a variety of different Generative AI tools. You can also increase your work efficiency by automating and optimizing processes , promoting creativity by creating unique and novel works of art. In addition, you will be able to practically apply the knowledge and skills learned to work and daily life through examples throughout the course, which will completely change the way you work, learn and create. Especially when coming to this course you will have lifetime access to : - 54 lectures in the course - 5.5 hours of video lectures - 20 downloadable documents - New updates in the future AI is changing the way we work and innovate, and the course "ChatGPT, Midjourney and Top AI Tools" will help you grasp and effectively apply these technologies. Join the course today to explore and apply leading Generative AI tools, thereby saving time, automating processes, and improving your work efficiency as well as creativity.
Udemy
Building Responsible Ethical AI Systems-Risk of GEN AI
beginner
Deep Learning
This course delves into the exciting world of Artificial Intelligence (AI) while fostering a critical understanding of its potential risks and ethical implications. Course Objectives: - Gain a foundational understanding of Artificial Intelligence (AI) concepts and applications. - Explore the capabilities of large language models like ChatGPT and Google Gemini, learning about their functionalities and limitations. - Identify and critically analyze the risks associated with AI development and deployment, such as bias, security vulnerabilities, and societal impact. - Develop a framework for responsible AI practices, emphasizing ethical considerations and mitigation strategies. Course Content: 1. Introduction to AI: - Demystifying core AI concepts like machine learning, deep learning, and natural language processing. - Understanding the impact of AI across various industries. 2. Unveiling Large Language Models (LLMs): - Exploring the functionalities of ChatGPT and Google Gemini, including text generation, translation, and code writing. - Discussing the applications and limitations of LLMs in different scenarios. 3. Navigating the Risks of AI: - Identifying potential biases present in AI algorithms and their downstream effects. - Examining security vulnerabilities and data privacy concerns. - Analyzing the broader societal implications of AI, including job displacement and ethical dilemmas. 4. Building Responsible AI: - Exploring strategies to mitigate risks and promote fairness, transparency, and accountability in AI systems. This course is ideal for: - Individuals with a general interest in AI and its potential. - Professionals seeking to understand the risks and ethical considerations surrounding AI. - Developers and programmers who want to incorporate responsible AI practices into their work. By the end of this course, you will be equipped with the knowledge and critical thinking skills to navigate the evolving landscape of AI responsibly.
Udemy
Generative AI Part 4 (Backend) - AI x UI = Generative UI Generative UI
beginner
Deep Learning
The rapid development of artificial intelligence has made our world more intelligent and efficient. Generative AI, in particular, brings endless possibilities to user interface (UI) design. Now, you have the opportunity to learn this cutting-edge technology first and apply it to real projects! Course Highlights: 1. The latest popular technology: This course combines Generative AI (Generative Artificial Intelligence) with UI (User Interface) to teach how to generate different UIs for different users, or generate diverse UI designs for the same user. 2. Comprehensive coverage: The course is divided into server-side and front-end parts. What you are signing up for now is the server-side part. We will focus on back-end technology to give you a solid foundation. 3. In-depth explanation: We will introduce in detail how to use Langchain Agent, AgentState, LangGraph, Edge, LangServe, LangChain Tools, Poetry and other tools to build a powerful LLM (Large Language Model) backend Endpoint.
Udemy
Embedded Systems Bootcamp: RTOS, IoT, AI, Vision and FPGA
beginner
AI in Finance
No other E-learning content tried linking all digital sciences with embedded systems like we did with this 17 hours content. Starting with FPGA and the VHDL hardware design programming language. specifically from the smallest signal which we call the bit, to building simplified calculation and registration units used in microcontrollers from scratch! And what I mean by scratch is, building it out of basic Logic gates and registers. Then Moving to AVR uC and the famous Arduino, and building it up to run The famous Realtime operating system (RTOS) in order to run Multi-threading based application. Then dialing it up a notch and introducing ESP boards to run IoT applications, establishing communication to Node-red, android devices and learning about remote access control. Closing the whole thing by introducing raspberry pi and Linux. And building up with a basic Python introduction, Neural Networks, before building Embedded Deep learning image processing based models. And all of that is hands on! No plain theory, no philosophical block of texts explaining useless concepts. Getting your hands dirty, is the my main drive here. Hardware Technologies to be taught: - FPGA - Raspberry PI - Arduino - ESP32 (Node MCU) Programming Languages to be taught: - C - Python - VHDL Communication and Cloud Technologies to be taught: - UART - SPI - MQTT - Node-Red - Hivemq Techniques to be taught: - Combinational Logic Design - Sequential Logic Design - FSM - Control Units - Tinker CAD - Digital and Analog Signals - Interrupts - Android Control - Remote Control - RTOS - Semaphores - Mutexes - Sharing Resources - Queues - Parametrized Tasks - Structures - Linux - Basics of Artificial Intelligence - Neural Networks - Deep Neural Networks - CNN
Udemy
The Complete T-Shirt Design Toolkit: PS, AI & Canva
beginner
AI in Education
Turn your T-shirt ideas into reality with this comprehensive course! Master the in-demand skills of T-shirt design using the industry's leading software (Adobe Photoshop, Illustrator) and the beginner-friendly Canva. This course is your one-stop shop for creating professional-quality T-shirt designs, from concept to print. Whether you're a complete beginner or looking to refine your skills, this course provides everything you need. You'll learn: - Foundational design principles: Understand core concepts like composition, color theory, and typography to create visually appealing designs. - Mastering Adobe Photoshop & Illustrator: Learn the essential tools and techniques used by professional T-shirt designers in both Photoshop and Illustrator. - Canva for T-shirt design: Discover how to leverage the user-friendly interface of Canva to create stunning designs, perfect for beginners. - T-shirt design workflow: Grasp the entire process, from brainstorming ideas to finalizing your artwork for printing. - Creating mockups and presentations: Showcase your designs professionally using mockup templates. - (Optional) Printing and selling your T-shirts: Explore various printing methods and platforms to turn your designs into sellable products. By the end of this course, you'll be confident in: - Creating unique and eye-catching T-shirt designs. - Using industry-standard software (and a beginner-friendly alternative) to bring your ideas to life. - Preparing your designs for professional printing. - (Optional) Launching your own T-shirt business. This course is perfect for: - Aspiring T-shirt designers - Entrepreneurs looking to create their own clothing line - Anyone who wants to learn in-demand design skills - Creatives who want to express themselves through T-shirt design Sign up today and unlock your T-shirt design potential! Note: - You can adjust the description length based on Udemy's requirements. - Emphasize the strengths of your course, like including both industry-standard and beginner-friendly software. - Clearly outline the learning outcomes and target audience.
Udemy
Mastering Generative AI: ChatGPT, Gemini,DALL-E & More
beginner
Project Management
Are you ready to unlock the potential of Artificial Intelligence and propel your professional journey to new heights? Welcome to "Accelerate With AI" a transformative course designed for Business Owners, Digital Marketers, Content Creators, and Freelancers seeking to harness the power of Artificial Intelligence in their professional journey. In this dynamic program, we delve into AI prompts and tools, providing you with the knowledge and skills essential for success in today's rapidly evolving digital landscape. What will students learn in this course? - Understand AI Fundamentals: Gain a comprehensive understanding of the foundational concepts that drive Artificial Intelligence, enabling you to navigate its complexities with confidence. - Apply AI in Business Strategy: Discover how AI can be strategically integrated into your business model, unlocking innovative approaches to problem-solving, decision-making, and overall business optimization. - Enhance Marketing Strategies: Explore the intersection of AI and marketing, learning how to leverage intelligent tools to optimize campaigns, analyze data, and create personalized customer experiences. - Boost Productivity with AI Tools: Uncover a plethora of AI-powered tools and applications that can streamline your workflow, automate repetitive tasks, and significantly enhance your productivity. - AI Implementation and Integration: Acquire practical skills for implementing AI solutions within your organization, ensuring a seamless integration that aligns with your business objectives. - Ethical AI Use: Understand the ethical considerations surrounding AI implementation, learning how to navigate potential challenges responsibly and ensuring fair and unbiased practices. - Stay Updated with AI Trends: Stay ahead in the dynamic field of AI by staying informed about the latest trends, emerging technologies, and industry best practices. In an era dominated by digital innovation, embracing AI is not just an option but a necessity. Business Owners, Digital Marketers, Content Creators, and Freelancers stand to gain a competitive edge by integrating AI into their daily operations. From automating routine tasks to making informed decisions based on data-driven insights, the impact of AI is profound. This course equips you with the knowledge and tools to not only survive but thrive in the ever-evolving landscape of the digital age. In this course, we dive deep into the world of AI, demystifying its complexities and providing practical insights that cater specifically to Business Owners, Digital Marketers, Content Creators, and Freelancers. Whether you're a seasoned professional or just starting, the knowledge gained here will empower you to stay ahead in the modern digital landscape. Imagine the possibilities of integrating AI seamlessly into your business strategies, revolutionizing your marketing approaches, and boosting your overall productivity. This course is designed to turn those aspirations into reality, providing you with the skills and tools needed to dominate in the AI-driven era. Enroll now to embark on a journey that will reshape your professional trajectory. Join "Accelerate With AI" and equip yourself with the expertise to navigate the complexities of AI, stay ahead of industry trends, and thrive in the ever-evolving digital world. Your gateway to AI mastery awaits!
Udemy
ChatGPT for AI Art, AI Models and GPTs Course
intermediate
AI in Education
Welcome to the ultimate AI Art, Models, and GPTs Course! Dive into the mesmerizing world of AI creativity and innovation! In this comprehensive course, you'll embark on an exhilarating journey through the realm of AI models and GPTs. From understanding the fundamentals to mastering advanced techniques, you'll gain expertise in harnessing the power of cutting-edge AI technologies. Discover the secrets behind creating captivating AI art, where pixels meet imagination, and algorithms breathe life into digital canvases. Unleash your creativity and push the boundaries of artistic expression with the help of state-of-the-art AI tools. But that's not all! With a focus on practical learning, you'll learn how to build your own AI models and customize them to suit your specific needs. Whether you're a beginner or an experienced developer, our step-by-step guidance will empower you to create AI solutions that surpass expectations. And guess what? We'll show you how to integrate ChatGPT and other AI technologies seamlessly into your projects, unlocking endless possibilities for innovation. Say goodbye to mundane tasks and hello to automated brilliance! But wait, there's more! Our course isn't just about learning—it's about mastering. With hands-on exercises, real-world examples, and expert guidance, you'll acquire the skills and knowledge needed to thrive in today's AI-driven landscape. Join us and become a trailblazer in the world of AI. Let's transform ideas into reality, one line of code at a time. Enroll now and embark on a journey of discovery, creativity, and endless possibilities. The future of AI awaits!
Udemy
AI Marketing Playbook - Jasper
beginner
Project Management
In the digital age, the marketing landscape is evolving at an unprecedented pace. With the advent of artificial intelligence (AI), marketers now have powerful tools at their disposal to revolutionize their strategies and achieve remarkable results. Enter Jasper, the game-changer in AI-driven marketing. This course is designed to be your comprehensive guide to navigating the world of AI in marketing with a focus on the capabilities of Jasper. Whether you're a seasoned marketer looking to upgrade your toolkit or a beginner eager to dive into the future of marketing, this course has something for everyone. Key Takeaways: 1. AI in Marketing 101: Grasp the foundational concepts and understand the transformative impact of AI on modern marketing. 2. Deep Dive into Jasper: Explore the ins of Jasper, learning how to harness its features for content creation, campaign optimization, and data analysis. 3. Hands-on Experience: Engage in practical exercises and real-world scenarios to apply your knowledge and hone your skills. 4. Stay Ahead of the Curve: Equip yourself with the knowledge and skills to remain competitive in a rapidly changing marketing environment. By the end of this course, you'll be well-versed in the functionalities of Jasper AI, ready to implement AI-driven strategies in your marketing campaigns, and poised to lead the charge in the next wave of digital marketing innovation. Join us on this exciting journey and transform your marketing playbook with the power of AI!
IBM
Professional Certification 'IBM Data Analytics with Excel and R'
beginner
Data Science for AI
Prepare for a career in the in-demand field of data analytics. This program will teach you valuable skills like Excel, Cognos Analytics, and the R programming language, and get you ready for the job in under 3 months . Data analytics is a strategy-based science in which data is analyzed to find trends, answer questions, inform business processes, and aid in decision making. This professional certification focuses on data analysis using Microsoft Excel and the R programming language . If you are interested in using Python, please review the IBM Data Analyst PC program. This program will teach you the foundational data science skills that employers look for in entry-level data science positions, and provide you with a project portfolio and professional certification from IBM to demonstrate your knowledge to potential employers. You will learn the latest skills and tools used by professional data analysts, and upon successful completion of this program, you will be able to work with Excel spreadsheets, Jupyter notebooks, and R Studio to analyze data and create visualizations. You will also use the R programming language to complete the entire data analysis process, including data preparation, statistical analysis, data visualization, predictive modeling, and the creation of interactive dashboards. Finally, you will learn how to communicate the results of your data analysis and prepare a summary report. This program is recommended by ACE® and FIBAA - upon completion you will earn up to 15 college credits and 4 ECTS credits. Applied learning project You will complete hands-on assignments to build your portfolio and gain hands-on experience with Excel, Cognos Analytics, SQL, as well as the R programming language and related data science libraries including Tidyverse, Tidymodels, R Shiny, ggplot2, Leaflet, and rvest. Projects include: - Analyzing vehicle fleet inventory data using pivot tables. - Using car sales KPI data to create an interactive dashboard. - Identifying patterns in COVID-19 testing rates across countries using R. - Using SQL with the RODBC R package to analyze foreign grain markets. - Creating linear and polynomial regression models and comparing them with weather station data to predict precipitation. - Using the R Shiny package to create a dashboard that explores trends in census data. - Using hypothesis testing and predictive modeling skills to create an interactive dashboard using the R Shiny package and the Leaflet dynamic map widget to study how weather affects bike sharing demand.
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