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Welcome to the Automated Intelligence(AI) Fundamentals for Leaders course! Learn about the exciting world of automated intelligence so you can apply immediately for business efficiency. This course has been designed for business professionals/leaders needing a well-rounded introduction to Automated Intelligence(AI) and use cases for business owners, organization leaders and entreprenuers. In the course we provide both insight and demonstrations to get you started on your roadmap for leading your organization using AI tools. An awesome free and concise eBook and course materials are available as part of the course. Artificial intelligence (AI) refers to the simulation of human intelligence by software-coded heuristics. From a business application perspective this code is very prevalent in everything from cloud-based, enterprise applications to consumer apps and even embedded firmware. AI is being used today across different industries from sales, finance, human resources to healthcare. The AI for Fundamentals course provides a comprehensive exploration of how generative AI technologies intersect with various facets of business, from foundational knowledge to ethical implications. The curriculum covers topics such as machine learning basics, real-world applications across different business functions, and strategies for integrating AI into organizational culture and business strategy. This course will guide you through the all the media hype and provide you with the right foundation to understand the world of Automated Intelligence with a focus on business productivity. Expected Learning Outcomes At the end of the course, the learners will be able to be acquainted with the following. - Understanding the Basics of AI - Exploring the Role of AI in Business - Identifying the Benefits of AI in Business - Preparing Your Business for AI Integration - How AI Can Help Your Marketing and Sales Efforts - Using AI for Talent Acquisition and Recruitment - Optimizing Performance Management with AI - Optimizing Your Operations and Supply Chain Strategies with AI - Exploring AI-Driven Fraud Detection and Risk Management - Optimizing Your Finance and Accounting Strategies with AI - The Future of AI in Business - Understanding the Implications of AI for Business and Society Course Lessons - Course Welcome - Instructor Introduction - Download Course Resources Module 1 - Introduction to AI in Business - Understanding the Basics of AI - Exploring the Role of AI in Business - Identifying the Benefits of AI in Business - Whiteboard - How Does AI Actually Work? - Demonstration - Google Bard AI Module 2 - Implementing AI in Business - Preparing Your Business for AI Integration - Benefits of AI in Business - Identifying the Best AI Tools for Your Business - Demonstration - Hacksocial AI - Demonstration - ChatGPT For Business Module 3 - AI for Marketing and Sales - How AI Can Help Your Marketing and Sales Efforts - Exploring AI-Driven Customer Insights and Targeting - Examples AI Sales Tools in 2023 - Optimizing Your Marketing and Sales Strategies with AI - Demonstration - RegieAI Sales Workflows Module 4 - AI Applications in Human Resources - Using AI for Talent Acquisition and Recruitment - Optimizing Performance Management with AI - Enhancing Employee Engagement with AI - Whiteboard - Resume Filtering with AI Module 5 - AI for Operations and Supply Chain Management - How AI Can Improve Your Operations and Supply Chain Management - Exploring AI-Driven Predictive Maintenance and Quality Control - Optimizing Your Operations and Supply Chain Strategies with AI Module 6 - AI for Finance and Accounting - How AI Can Streamline Your Finance and Accounting Processes - Exploring AI-Driven Fraud Detection and Risk Management - Personal Finance AI Applications - Optimizing Your Finance and Accounting Strategies with AI - Demonstration - Using Bing AI Chatbot for personal Finance Module 7 - The Future of AI in Business - Latest Developments in AI Technology - Implications of AI for Business and Society - Discussion - Developing an AI Strategy Module 8 - Course Closeout - Course Review - Course Closeout Who is the course for? - This course is for anyone looking to get started with ChatGPT and Chatbots - There are no pre-requirements. - Anyone advanced ChatGPT courses who needs foundational knowledge. This Course Includes - 43 Lecture - 2:10hours/minutes plus off on-demand video - 3 downloadable resources (eBook, Course Presentation and Resource Guide) - Certificate of Completion Why you should take this course. - You want to ensure you understand what AI is really about. - You want to understand how to get started with Automated Intelligence. - You are a business owner who needs to learn how to create efficiency with AI Tools. - You’re interested in using AI daily in your business.

Supercharge Your Coding Game with AI! Ready to turbocharge your coding skills? Dive into the world of AI with our course, "AI Tools for Coders." This hands-on journey introduces you to game-changing tools that will revolutionize your coding experience. What You'll Learn: - ChatGPT Basics: - ChatGPT demystified! Uncover the magic of this language model for smarter coding, communication, and code snippet generation. - GitHub Copilot Unleashed: - Meet your coding sidekick, GitHub Copilot! Learn to harness its power for faster, more efficient code creation. - Tabnine Magic: - Say hello to Tabnine, your code autocompletion genie! Discover how it goes beyond the basics, offering context-aware suggestions for speedy, accurate coding. - Sourcegraph Essentials: - Navigate code like a pro with Sourcegraph! Elevate your understanding and collaboration with intelligent code exploration. What You'll Gain: - Code Ninja Skills: Write code faster and better with AI at your fingertips. - Deep Dive: Understand the ins and outs of these tools for real-world application. - Efficiency Boost: Cut down on development time without compromising quality. Who's It For: - Developers and Programmers - Coding Enthusiasts - Anyone Eager to Amp Up Their Coding Efficiency Ready to embrace the future of coding? Enroll now and equip yourself with the AI tools that will supercharge your coding journey!

This comprehensive course is designed to equip you with the knowledge and skills to build cutting-edge AI applications using state-of-the-art techniques and tools. You'll delve into the fundamentals of artificial intelligence, explore the power of large language models (LLMs), and learn how to create intelligent systems that can understand, process, and generate human-like text. Course Highlights: Understanding AI Foundations: Gain a solid grasp of the core concepts of artificial intelligence and its applications in various industries. Large Language Models (LLMs): Discover the capabilities and inner workings of LLMs, the driving force behind many AI-powered solutions. Transformers: Uncover the revolutionary architecture that powers LLMs and understand how they process and generate text. RAG, Fine-Tuning, Prompting: Master advanced techniques like Retrieval Augmented Generation (RAG), fine-tuning, and few-shot prompting to optimize model performance and create tailored AI applications. Prompt Engineering: Learn the art of crafting effective prompts to elicit accurate and relevant responses from AI models. Claude API Overview: Explore the Claude API, a powerful tool for building AI applications. Understand its model differences, pricing structure, and available client libraries. AI Application Architecture: Design and implement robust architectures for AI applications, considering rate limits and performance optimization. Building a RAG System: Learn how to build a RAG system from scratch, including context retrieval and reranking for improved results. AI Agents: Discover the concept of AI agents and their role in creating interactive and autonomous AI applications. By the end of this course, you will be able to: Explain the core concepts of artificial intelligence and LLMs. Utilize transformer architectures and understand their role in language processing. Apply advanced techniques like RAG, fine-tuning, and few-shot prompting to optimize AI model performance. Develop expertise in prompt engineering to elicit desired responses from AI models. Leverage the Claude API to build AI applications, understanding model variations, pricing, and client libraries. Design and implement effective AI application architectures, considering rate limits and performance optimization. Build a RAG system from scratch, incorporating context retrieval and reranking. Understand the concept of AI agents and their role in creating interactive and intelligent systems. Whether you're a beginner or an experienced developer, this course will provide you with the foundation and practical skills to build innovative AI applications that can transform industries and improve lives. Join us on this exciting journey into the world of AI development!

Welcome to "AI-Enhanced Reel Creation: Mastering ChatGPT and Beyond" Unlock the Secrets of AI-Enhanced Content Creation Welcome to our transformative online course which is all about, "AI-Enhanced Reel Creation: Mastering ChatGPT and Beyond." In this immersive learning experience, you'll dive headfirst into the dynamic world of AI-powered content creation. With the support of cutting-edge AI tools and technologies, you'll gain the skills and knowledge needed to craft compelling, attention-grabbing reels for social media and beyond. What You'll Learn 1. Create Content with ChatGPT In the first part of this course, you'll discover how to leverage ChatGPT, a powerful AI language model, as your content creator. You'll learn how to instruct ChatGPT to generate engaging and original content for your reels, making your storytelling process more efficient and creative. 2. Convert Text into Mesmerizing Voiceovers In the next section, we'll delve into the fascinating world of text-to-speech AI tools. You'll master the art of transforming written content into captivating voiceovers, adding a layer of authenticity and engagement to your reels. 3. Bring Characters to Life with Talking Avatars Ever dreamt of having your own talking actor? Our course will show you how to create dynamic and interactive characters using AI technology. You'll learn how to breathe life into your narratives by employing talking avatars, giving your reels a unique and memorable edge. 4. Edit and Enhance with Capcut A reel is more than just content – it's a visual journey. We'll guide you on how to use Capcut, a versatile video editing tool, to refine and edit your AI-generated content. Transform your raw footage into a polished reel that's ready to captivate your audience. 5. Add Stunning Backgrounds with Canva Visual aesthetics play a vital role in your reel's success. We'll teach you how to use Canva to design and add backgrounds that complement your narrative, creating a visually stunning backdrop for your content. 6. Incorporate Royalty-Free Video Clips To truly enhance your storytelling, you'll explore the world of royalty-free video clips. Learn how to access and integrate a vast library of captivating visuals that breathe life into your reels, making them even more engaging. Why Reels Matter The Era of Short-Form Video Marketing Reels are no longer just a trend; they've become a fundamental part of online marketing. Platforms like Facebook, Instagram, TikTok, and YouTube actively promote short-form videos and reels, making them a key player in the digital marketing landscape. By understanding how to create and optimize reels, you position yourself at the forefront of a rapidly evolving marketing strategy. The AI Advantage AI: Your Creative Partner AI technology is revolutionizing content creation. With the help of ChatGPT, text-to-speech AI, talking avatars, and AI-powered tools, you can amplify your creative potential. These technologies serve as your creative partners, enabling you to craft engaging, original, and dynamic content that stands out in the crowded digital space. Course Tools and Setup 1. Preparing Your Toolbox Before we dive into the course content, we'll ensure you're well-equipped. You'll be introduced to the essential tools you need, including ChatGPT, text-to-speech AI tools, talking avatar AI tools, and the versatile Capcut video editing tool. 2. Setting Up ChatGPT Discover the crucial process of configuring ChatGPT to suit your needs. Learn how to prepare the AI model to understand and generate content that aligns with your vision. 3. Instructing ChatGPT Effectively communicating your creative ideas to ChatGPT is a skill in itself. In this section, you'll explore the art of crafting prompts that lead to engaging and relevant content generation. 4. Crafting Scripts for Your Reels AI isn't just about generating content; it's about creating compelling narratives. You'll learn how to use ChatGPT to craft scripts that resonate with your audience, making your reels more impactful and captivating. 5. Voiceovers and Talking Actors Discover how to use text-to-speech AI tools to add voiceovers and create talking actors that bring your content to life. You'll be amazed by the emotional depth and authenticity you can achieve with these tools. Designing Captivating Reels Integrating Backgrounds with Canva Visual appeal is key to a successful reel. We'll show you how to use Canva to add stunning backgrounds that enhance your storytelling and capture your audience's attention. Creating Visual Magic with Royalty-Free Clips Incorporate royalty-free video clips to elevate your reel's visual appeal. These clips are a treasure trove of captivating visuals that breathe life into your storytelling. Polishing Your Reels with Capcut No reel is complete without post-production finesse. Learn how to use Capcut to edit and enhance your content, ensuring your reels are polished and professional. Your AI-Enhanced Reel Journey Begins! By the end of this course, you'll be equipped with the knowledge and skills to create stunning and engaging reels that captivate your audience. Join us on this exciting journey into the world of AI-enhanced content creation, and let's turn your creative vision into reality! Don't miss out on this opportunity to master the art of crafting reels that leave a lasting impression in the digital landscape. Enroll today and take your storytelling to the next level.

The course begins with an exploration of AI tools designed to facilitate image generation through descriptive inputs. Participants will be introduced to Dall.E and other image generators utilizing AI and machine learning models. Subsequently, attention is directed towards plugins and add-ons, including chat GPT, aimed at generating images, preparing prompts, and optimizing's media creation for presentations. Further emphasis is placed on additional add-ons, extensions, or plugins that employ artificial intelligence tools, enhancing presentation creation processes. These tools seamlessly integrate with existing presentation software, contributing layers of intelligence to data representation and enhancing audience engagement. The curriculum also includes an exploration of innovative presentation building applications such as Tome and Decktopus. These applications leverage artificial intelligence to streamline the presentation creation process, providing a unique approach distinct from conventional presentations. Integrating AI into presentation creation transcends technological awareness, extending to the enhancement of communication strategies. The course aims to equip participants with the skills to better connect with their audience and represent data in impactful ways. Upon completion, participants will not only possess proficiency in utilizing these tools but will also be adept at creating impactful presentations through the incorporation of AI. The course invites participants to embark on a journey of skill refinement and improved AI-based presentations.

Ace the NVIDIA-Certified Associate Generative AI LLMs (NCA-GENL) Exam: Your Comprehensive Preparation Guide Are you ready to dive into the exciting world of Generative AI and Large Language Models (LLMs)? Do you aspire to become a certified expert in this rapidly evolving field? Look no further! Our meticulously designed practice test course is your ultimate companion for conquering the NVIDIA-Certified Associate Generative AI LLMs (NCA-GENL) exam. What is the NCA-GENL Certification? The NCA-GENL certification is a prestigious credential offered by NVIDIA, a global leader in AI and accelerated computing. It validates your foundational knowledge and skills in developing, deploying, and maintaining AI-driven applications that leverage the power of generative AI and LLMs. Achieving this certification demonstrates your expertise and commitment to staying at the forefront of AI innovation. Why Choose Our Practice Test Course? 1. Realistic Exam Simulations: We understand that practice makes perfect. Our course features multiple practice exams that mirror the format, difficulty level, and time constraints of the actual NCA-GENL exam. By immersing yourself in these realistic simulations, you'll gain the confidence and familiarity needed to excel on test day. 2. Comprehensive Coverage: We leave no stone unturned in our quest to prepare you for success. Our practice tests cover all the essential topics outlined in the NCA-GENL exam blueprint, including: - Fundamentals of Generative AI and LLMs: Deep dive into the core concepts, architectures, and applications of generative AI and LLMs. - Transformer Models and Architectures: Gain a thorough understanding of transformer models, the backbone of many state-of-the-art LLM architectures. - Prompt Engineering: Learn the art of crafting effective prompts to elicit desired responses from LLMs. - Training and Fine-tuning LLMs: Master the techniques for training and fine-tuning LLMs to optimize their performance for specific tasks. - Deploying and Managing LLMs: Explore the best practices for deploying and managing LLM-powered applications in real-world scenarios. 3. In-Depth Explanations: We believe that learning goes beyond simply getting the right answer. Each question in our practice tests is accompanied by detailed explanations that break down the concepts, logic, and reasoning involved. This approach empowers you to learn from your mistakes, solidify your understanding, and avoid repeating errors. 4. Personalized Feedback and Progress Tracking: Our course provides personalized feedback on your performance, highlighting your strengths and weaknesses. We also offer robust progress tracking tools that allow you to monitor your improvement over time and identify areas where you need to focus your efforts. 5. Up-to-Date Content: The field of AI is constantly evolving. We regularly update our practice tests to ensure they align with the latest NVIDIA exam objectives and reflect the most recent advancements in generative AI and LLMs. You can trust that our course will keep you ahead of the curve. Who Should Enroll? Our practice test course is ideal for: - Data Scientists and Machine Learning Engineers: Enhance your skillset and demonstrate your expertise in generative AI and LLMs. - AI Professionals: Gain a competitive edge and open doors to new career opportunities. - Students and Researchers: Solidify your knowledge and prepare for a future in AI. - Anyone with an Interest in Generative AI: Embark on a journey of learning and discovery in this fascinating field. Prerequisites: To maximize your learning experience, we recommend having a basic understanding of machine learning and deep learning concepts. Familiarity with the Python programming language is also beneficial, but not strictly required. Invest in Your Future with Our NCA-GENL Practice Test Course! Embark on your path to becoming a certified NVIDIA Generative AI expert. Our comprehensive practice test course equips you with the knowledge, skills, and confidence to conquer the NCA-GENL exam and propel your career to new heights. Enroll today and unlock your full potential in the world of AI!

Dive into the innovative world of AI image generation with this expansive beginner-friendly course, expertly guided by Dr. Jenn Mishra. Our journey extends beyond the basics, offering a deep exploration of the artistic potential unlocked by tools like DALL-E 3 and a variety of powerful AI image generators. Tailored for both budding artists and creative enthusiasts, this course is designed to ignite your imagination and refine your digital art skills. What Sets This Course Apart: - Over 3 Hours of Engaging Content: Delve into comprehensive tutorials and insightful discussions that demystify AI image generation, crafted by Dr. Mishra, an educator with a doctorate in arts education and a passion for digital artistry. - Making AI Magic Membership Community: Gain exclusive access to a vibrant community for live collaboration and ongoing education, fostering an environment where creativity and innovation flourish. Get feedback, ask questions in live Q&As and collaborate with other learners. - Rich Digital Library: Unlock 8 free eBooks, overflowing with practical tips, advanced techniques, and hundreds of prompts to inspire and challenge you at every step. Nearly $100 value! Pays for the course! - Extensive Downloadable Resources: Benefit from a wealth of downloadable PDF content, including detailed course notes, hundreds of prompts, and essential guides to enhance your learning experience. - Hands-On Art Projects: Apply your knowledge through real-world art projects, mastering the art of crafting compelling prompts and refining images, all while exploring the ethical implications of AI-generated art. Unleash Your Artistic Potential as You Learn: - Mastering DALL-E 3: Dive deep into the creative possibilities of DALL-E 3, learning to navigate its features with ease and confidence. - Crafting Powerful Prompts: Become adept at creating prompts that consistently lead to stunning visual results, pushing the boundaries of AI-generated art. - Unlocking Artistic Styles: Discover the wide array of artistic styles at your fingertips, learning how to harness them to express your unique vision. - Ethical Artistry with AI: Engage in thoughtful discussions about the ethical landscape of AI-generated art and its implications in the creative industry. - Choosing the Best AI Image Generator: Navigate the diverse world of AI image generators with insider knowledge on selecting the best tool for your projects. This course isn't just a learning experience; it's an invitation to join a growing movement of artists redefining the boundaries of digital creativity. With Dr. Mishra's expert guidance and a community of like-minded creatives at your side, the possibilities are limitless. Embark on this transformative journey and shape the future of your artistic expression with AI. COURSE OBJECTIVES Course Objectives: By the end of this beginner-level course, you'll be able to: - Explore AI-Powered Creativity: Unleash your creative potential by exploring the endless possibilities of AI image generation. - Master DALL-E 3: Gain proficiency in using DALL-E 3 through Bing Image Creator, and understand how to integrate these tools for enhanced creative expression. - Effective Prompt Crafting: Develop the skill to create impactful prompts that yield visually stunning AI-generated images. - Ethical Understanding of AI Artistry: Cultivate a thoughtful approach to the ethical considerations and impacts of AI in the art world. - Understand how AI image generation Works: Delve into the technical underpinnings of AI tools, understanding the mechanics behind how these powerful algorithms create stunning visual art - Explore Diverse AI Tools: Venture beyond DALL-E 3 to explore a variety of AI image generators, each offering unique features and creative possibilities. WHO IS THIS CLASS FOR? - Budding Artists: Jumpstart your digital art journey, unlocking new creative possibilities with AI. - Creative Enthusiasts: Dive into the art of AI, transforming your imaginative ideas into stunning visuals. - Graphic Designers & Illustrators: Elevate your design work with AI tools, staying ahead in the digital landscape. - Photographers: Blend AI with photography to push the boundaries of your visual storytelling. - Writers & Content Creators: Enhance your narratives with AI-generated images that captivate your audience. - Educators & Students: Incorporate AI into learning or personal growth, exploring its potential in creativity. - Tech Enthusiasts & Hobbyists: Satisfy your curiosity about AI's role in art and design. - Marketing & Advertising Professionals: Create standout visuals for your campaigns with AI-generated art. PREREQUISITES No previous AI experience needed! No previous art experience needed! No additional image generation fees If you can open a browser, you're ready to go! WHY DALL-E 3? I've chosen Dall-e 3 created by OpenAI to get our journey with AI image generation started. DALL-E 3 stands out for several reasons. First, it's incredibly user-friendly, making it perfect for both beginners and seasoned artists. The technology doesn't get in the way of your creativity. Accessibility is also key. Dall-e 3 is a web-based AI image generator. You don't have to download software and you do not need to access Discord. Discord is a communications app that hosts many AI image generators. It's great for community building, but can be a challenge to access and navigate. Also, DALL-E 3 is also currently FREE to use through Bing and Microsoft CoPilot. This makes it a fantastic resource for everyone. COPYRIGHT 2024 by Jennifer Mishra All Rights Reserved. No part of this course may be reproduced, distributed, or transmitted in any form without prior written permission from the copyright owner. OTHER NOTES This course is not connected with or endorsed by OpenAI. This is an educational initiative which uses OpenAI's technology. We strictly adhere to OpenAI's usage policies. The course material is current as of January 2024 and reflects the status of Dall-e 3 and related AI technologies at that time. Given the rapid advancement in AI and related products, some information may become outdated. We endeavor to update our content regularly to keep pace with technological developments. This course is offered 'as is' and does not guarantee specific outcomes. Individual results may vary, and success depends on personal engagement and application. We make no implied warranties of achieving certain levels of proficiency or expertise.

Are you ready to dive into the revolutionary world of AI without needing to code? Welcome to "Generative AI for Leaders: ChatGPT Plus and Adobe Firefly AI," a course that stands at the forefront of AI innovation, designed for visionaries and leaders. This unique program demystifies the complexities of generative AI, offering a comprehensive understanding and hands-on experience with some of the most advanced tools in the field. ChatGPT 4: A New Era of Conversational AI - In this course, we delve into the intricacies of ChatGPT 4, the latest iteration of OpenAI's groundbreaking language model. You'll explore how - ChatGPT 4 surpasses its predecessors in understanding and generating human-like text, making it a game-changer for businesses, creatives, and developers alike. - Learn to harness the power of advanced natural language processing for tasks ranging from automated customer service to generating creative content and insightful data analysis. - Discover the ethical considerations and best practices in deploying conversational AI, ensuring responsible and effective use. - Learn the art of building Custom GPTs from nothing with few easy steps. - Adobe Firefly AI: Unleashing Creative Potential - Adobe Firefly, a cutting-edge tool in the realm of creative AI, is another key focus of our course. This innovative platform opens up new possibilities for creative professionals, automating mundane tasks and offering new avenues for artistic expression. - Understand how Firefly's AI-driven features can transform your workflow, from image editing to generating unique design elements. - Experience hands-on projects where you use Firefly to create stunning visuals, streamline design processes, and bring your creative visions to life with unprecedented ease and speed. Who is this course for? - - Business Leaders and Entrepreneurs: Learn to leverage AI for strategic advantages and innovative solutions. - Creative Professionals: Explore how AI can enhance your creative process, from design to content creation. - Tech Enthusiasts and Educators: Stay ahead of the curve in AI advancements and applications in various fields. - Students and Lifelong Learners: Gain a competitive edge in your career with cutting-edge AI knowledge. What will you learn? - Custom GPT Building: Master the art of creating personalized AI models like PetGPT and Silhouette GPT without any coding requirements. - Adobe AI Insights: Explore the depths of Adobe's AI capabilities, understanding how they can transform your creative work. - Firefly Fundamentals: Get hands-on with Adobe Firefly, learning to harness its power for your projects. - Practical Applications: Discover real-world uses of these AI tools in business, education, and creative industries. - Future Trends: Stay informed about the latest developments and future possibilities in generative AI technology. - Our course structure blends theoretical knowledge with practical exercises, ensuring you not only understand the concepts but can also apply them effectively. We believe in learning by doing, and thus, our course includes interactive sessions, live demonstrations, and project-based learning. - Why choose this course? - Expert Instructors: Learn from industry leaders with extensive experience in AI. - Flexible Learning: Access course materials anytime, anywhere, to fit your busy schedule. - Community and Networking: Join a community of like-minded individuals and expand your professional network. - Cutting-Edge Curriculum: Our content is regularly updated to reflect the latest advancements in AI technology. - Anyone: looking to learn and apply GenAI in their work and life. As we journey through the course, you'll not only gain technical knowledge but also develop a strategic mindset to implement AI in various aspects of your business or creative endeavors. You'll emerge from this course not just as an AI enthusiast but as a leader ready to make a significant impact in the AI-driven world. Ready to lead the AI revolution? Enroll in "Generative AI for Leaders: ChatGPT Plus and Adobe Firefly AI" today and start shaping the future!

The Building a Generative AI Ready Organization course contains the components necessary to successfully implement Generative AI in an organization. This course is intended for business executives and other decision makers who are currently or potentially involved in Generative AI projects.

This Professional Certificate is designed for developers involved in all phases of cloud solution development - from requirements, definition and design; development, deployment and maintenance; to tuning and performance monitoring. This program teaches developers how to build end-to-end solutions in Microsoft Azure. Students will learn how to implement Azure compute solutions, create Azure Functions, implement and manage web applications, develop solutions using Azure Storage, implement authentication and authorization, and secure their solutions using KeyVault and Managed Identities. Students will also learn how to connect to and use Azure and third-party services, and incorporate event- and message-based models into their solutions. The Professional Certificate also covers monitoring, troubleshooting, and optimization of Azure solutions. This program consists of 8 courses that will help you prepare to take the AZ-204: Developing Solutions for Microsoft Azure exam. Each course teaches you concepts and skills that are assessed on an exam. By the end of this program, you will be prepared to take the AZ-204 certification exam. Applied Learning Project Throughout the program, students will participate in interactive exercises that provide opportunities to practice and apply what they have learned. They use Microsoft Learn Sandbox. It is a free environment that allows students to learn Microsoft Azure and gain hands-on experience working with Microsoft Azure resources and services in real time. For example, when you learn data integration, transformation, and consolidation, you will work in a temporary Azure environment called Sandbox or directly in the Azure Portal. The beauty of this approach is that you will be working with real technology, but in a controlled environment, allowing you to put what you learn into practice and at your own pace. You will need a Microsoft account. If you don't have one, you can create one for free. Learn Sandbox provides free, timed access to a cloud subscription, no credit card required. Students can safely explore, create, and manage resources without fear of incurring costs or disrupting production.

"Responsible Generative AI" is a Specialization exploring the possibilities and risks of generative artificial intelligence (AI). You will establish a comprehensive understanding of the impact of this technology. The series will help you identify impacts relevant to business operations, consumers, society, the labor market, and the environment. Responsible AI use requires the ability to critically analyze these systems. The courses will cover both new use cases and the limitations of generative AI to explain the business and societal considerations. This course series focuses on both new concerns stemming from this emerging technology and the amplification effects generative AI can have on existing concerns. This course series will help you make informed decisions about the development, use, and governance of generative AI systems. Applied Learning Project Learners will engage in discussion forums and be assessed through quizzes to demonstrate knowledge in the Responsible Generative AI Specialization. They will take away an expanded understanding of the concerns related to generative AI for informed decisions related to strategy, management, governance, labor, and risk management, including economic, reputational, compliance, and consumer risk.

This action-packed specialization is designed for data science enthusiasts who want to gain hands-on skills to solve real-world data problems. If you are interested in a career in data science and already have basic skills or have completed specialization "Introduction to Data Science", this program is for you! This 4-course specialization will give you the tools you need to analyze data and make data-driven business decisions using computer science and statistical analysis. You'll learn Python—no prior programming knowledge is required—and become familiar with data analysis and visualization techniques. You'll use tools used by real data scientists like Numpy and Pandas, practice predictive modeling and model selection, and learn how to tell a compelling story using data to make decisions. Through lectures, labs, and projects on the IBM Cloud, you'll gain hands-on experience solving interesting data problems from start to finish. Take this specialization to strengthen your Python and data science skills before diving into big data, artificial intelligence, and deep learning. In addition to a certificate of completion from Coursera, you will also receive a digital badge from IBM . This Specialization can also be used to obtain IBM Data Science Professional certificate. This program is ACE® recommended and can earn up to 12 college credits upon completion. Applied Learning Project Build your data science portfolio as you gain hands-on experience creating artifacts in interactive labs and projects throughout the program. These courses include real-world projects using basic data science tools to apply your acquired skills. Projects: Extract and plot financial data using the Pandas Python library. Extract data, graph, and build regression models to predict home prices using Python libraries including NumPy and Sklearn. Create visualizations and dynamic dashboards in Python with tree and line graphs using libraries such as Matplotlib, Seaborn, and Plotly Dash to monitor, report, and improve reliability of US domestic flights. In your final Capstone course, apply everything you've learned in previous courses into one comprehensive project. You will train and compare machine learning models, including support vector machines, classification trees, and logistic regression, to predict whether SpaceX will be able to reuse the first stage of a rocket at launch.