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This series of courses introduces data in the cloud and Looker to someone who would like to become a Looker Developer. It includes the background on how data is managed in the cloud and how it can be used to create value for an organization. You will then learn the skills you need as a Looker Developer to use the Looker Modeling Language (LookML) to empower your organization to conduct self-serve data exploration, analysis and visualization. Applied learning project Course 2 includes hands-on labs with Looker to build skills in both data analysis and visualization. In the first lab, learners work with dimensions, measures, filters, and pivots to query, select, and visualize data in Looker using Explores. In the second lab, learners use table calculations and offsets to instantaneously create new metrics from data using Explores. Course 3 includes hands-on labs focused on building LookML skills to curate data experiences for business users. In the first lab, learners practice creating dimensions and measures in LookML and learn about the different data types that LookML supports. In the second lab, learners create and persist derived tables in LookML to create new tables that do not yet exist in the underlying database.

Updated for 2024! Mathematics for Machine Learning and Data Science is an online foundational program created by DeepLearning.AI and taught by Luis Serrano. In machine learning, you apply mathematical concepts through programming. And in this specialization, you will apply the mathematical concepts you learn using Python programming in hands-on labs. You will need basic to intermediate Python programming skills to succeed. After completing this course, you will be able to: - Describe and quantify the uncertainty inherent in the predictions made by machine learning models using concepts of probability, random variables, and probability distributions. - Visually and intuitively understand the properties of commonly used probability distributions in machine learning and data science, such as Bernoulli, binomial, and Gaussian distributions - Apply common statistical methods, such as maximum likelihood estimation (MLE) and maximum prior estimation (MAP), to machine learning problems - Evaluate the performance of machine learning models using interval estimates and errors - Apply concepts from statistical hypothesis testing to commonly used tests in data science, such as AB testing - Perform exploratory data analysis on a dataset to find, validate, and quantify patterns Many machine learning and data science engineers and practitioners need help learning math, and even experienced practitioners can feel at a loss due to a lack of math skills. This specialization uses innovative math pedagogy to help you learn quickly and intuitively, with courses that use simple visualizations to help you see how the math behind machine learning actually works. We recommend that you have a high school level of math (functions, basic algebra) and familiarity with programming (data structures, loops, functions, conditionals, debugging). Assignments and labs are written in Python, but the course introduces all the machine learning libraries you’ll use.

Welcome to "How to Leverage AI Content for FREE: Beginner to Expert," a comprehensive course designed to empower you with the knowledge and skills to harness the power of AI content creation. This course is perfect for individuals who want to enhance their creative abilities, save time, and produce high-quality content without the need for extensive technical expertise or expensive tools. In this course, you will learn how to use various AI tools and platforms to generate AI art, edit videos, and create engaging text-to-video content. We will explore the capabilities of Leonardo AI, a feature-packed generative AI tool for creating AI art and generating high-quality visual assets. You will discover how to use Leonardo AI to craft unique, eye-catching designs, customize AI models, and accelerate your creative journey. Additionally, we will delve into the world of Adobe AI, which offers advanced AI features that can enhance your creative workflows, generate extensive high-quality options for any visual project, and automate workflows to create unforgettable digital experiences. We will also explore the potential of text-to-video AI tools like Veed AI and Invideo AI, which allow you to convert text into professional-looking videos in minutes. These tools are perfect for creating videos for YouTube, Instagram, TikTok, and other platforms without the need for video editing skills, cameras, or actors. Throughout the course, you will learn how to use these tools effectively to generate content that stands out, save time, and boost your productivity. You will also gain insights into how to use AI to enhance your marketing and branding efforts, optimize creative spending, and boost ROI. Whether you are a beginner looking to explore the world of AI content creation or an experienced professional seeking to expand your skillset, this course has something for you. Join us and unleash your creativity with the power of AI! Ready to start your journey in AI content creation? Enroll in "How to Leverage AI Content for FREE: Beginner to Expert" today and transform the way you create!

Unlock the potential of AI effortlessly, even without coding experience. Tailored for non-programmers, this course empowers you to master AI concepts using the user-friendly Altair AI Studio platform. Begin by installing Altair AI Studio and familiarizing yourself with its interface. Next, delve into crucial data cleaning and preprocessing techniques essential for AI projects. The highlight of this course lies in its six practical projects spanning diverse sectors: agriculture, pharmaceuticals, civil engineering, mechanical engineering, electrical engineering, and commerce. Throughout the course, you'll gain proficiency in: - Setting up and navigating Altair AI Studio. - Understanding fundamental AI and machine learning principles in a non-technical manner. - Executing data cleaning and preprocessing tasks within Altair AI Studio. - Applying AI solutions to real-world challenges across different industries. Whether you're a professional in engineering, commerce, or a student exploring new frontiers, this course equips you with the skills to implement AI solutions effectively. By the course's end, you'll possess a robust grasp of AI's practical applications and the ability to deploy solutions seamlessly using a no-code approach in Altair AI Studio. Embark on your AI journey today and transform industries without needing to write a single line of code. Join us and become proficient in leveraging AI for innovation and efficiency in your field.

Welcome to "ChatGPT Complete Course: Midjourney, Adobe Firefly AI, ChatGPT 4" - a comprehensive guide designed to make you skilled in the world of artificial intelligence (AI). With over 25 of the best AI tools at your disposal, this course gives you the opportunity to explore, understand, and master AI technologies in a practical, hands-on manner. Our journey begins with ChatGPT, one of the most revolutionary AI models developed by OpenAI. With a strong emphasis on practical application, this course will introduce you to the fundamental concepts of ChatGPT, allowing you to understand how it works, its potential applications, and the incredible value it can bring to different aspects of life and business. You’ll learn how to leverage ChatGPT for a variety of purposes, including content generation, programming assistance, education, marketing, and more. We’ll explore the intricacies of prompt engineering, allowing you to effectively interact with the AI ​​model. Additionally, we’ll explore the use of ChatGPT plugins to extend the model’s functionality. But that’s not all. As part of this course, we’ll venture into the visually captivating world of generative AI using tools like Midjourney and Adobe Firefly. Midjourney, an AI tool on Discord, lets you create stunning images that can be used in a variety of ways. Adobe Firefly , on the other hand, brings a touch of magic to your designs with AI-powered text-to-image transformations and generative fills. We’ll also dive deep into the ChatGPT API, explaining how you can leverage the power of OpenAI’s secret API to build advanced models and receive feedback from the GPT engine. This course is designed for a broad audience, catering to both developers and non-developers. For developers, we’ll provide insights into debugging, code commenting, rewriting, and solving coding challenges with ChatGPT. For non-developers, we’ll cover exciting projects like password generation and website building. This course is more than a learning journey; it’s a journey into the future of AI. Whether you’re a curious beginner, student, professional, or enthusiast, you’ll find immense value in the depth and breadth of content we offer. As you navigate the course, you’ll gain not only knowledge and skills, but also the confidence to explore the limitless potential of AI. Take the leap into the future with us. Let’s discover AI together and use it to grow our lives and businesses, achieving our goals and increasing our productivity 10x. Let’s master ChatGPT, Midjourney, Adobe Firefly and more. Are you ready?

Are you ready to unleash your creativity and make a splash on platforms like YouTube and TikTok? Look no further, because our comprehensive course Create Viral Videos for YouTube & TikTok with AI is designed to guide you step-by-step through the process of creating engaging and shareable content that captivates audiences worldwide. In this course, we leave no stone unturned as we dive into the exciting world of viral videos. Whether you're a seasoned content creator or just starting out, our expert instructors will provide you with all the tools, techniques, and insider secrets to help you gain traction in the digital realm. And the best part? There are no prerequisites! Here's what you can expect to learn in this course: 1. Step-by-Step Guide to Creating Viral TikToks and YouTube Shorts: Discover the essential elements that make a video go viral on these popular platforms. From understanding the algorithms to mastering storytelling techniques, we'll show you how to create captivating short-form content that leaves a lasting impression. 2. Market Research of YouTube Shorts Trends: Stay ahead of the curve by understanding the latest trends and patterns in YouTube Shorts. Learn how to identify popular topics, analyze data, and leverage market research to optimize your chances of going viral. 3. Learn to Create AI-Generated Art for TikTok: Unleash your creativity with AI-generated art! We'll introduce you to cutting-edge tools and techniques that allow you to create stunning visuals and unique artistic styles that stand out in the crowded digital landscape. 4. Learn to Create Viral Shorts with ChatGPT and DALL-E: Dive into the world of AI-generated content with ChatGPT and DALL-E. These powerful AI models will empower you to create attention-grabbing shorts that are bound to leave viewers wanting more. Discover the limitless possibilities of AI-assisted creativity. At Haider Studio, we believe in excellence as a journey, not a destination. With over 7K students worldwide, we take pride in helping learners from diverse backgrounds and varying expertise levels achieve their goals. Our commitment to providing you with an accessible and convenient learning experience is unwavering. We want you to unlock your full potential and succeed on your own terms. Enrich your career prospects, start a new hobby, or simply expand your knowledge. Our courses offer practical, hands-on guidance tailored to your needs. Join us today and discover how we can help you take your skills to the next level. ENROLL NOW & Thank you for choosing Haider Studio, your partner in unleashing your creative potential.

AI Magic: Unlock the Power of ChatGPT and AI Tools to Create Engaging Content, Stunning Images, and Engaging Videos Course Overview This comprehensive AI course will teach you how to master ChatGPT and AI tools to create captivating content, stunning images, and engaging videos. You'll learn about the core principles of AI, how to craft effective prompts, and how to use AI to generate creative and informative content. Course Highlights - Introduction to AI: Learn about the basics of AI, including its different types, capabilities, and applications. - ChatGPT Mastery: Master the art of using ChatGPT to generate realistic and informative text, translate languages, write different kinds of creative content, and answer your questions in an informative way. - Prompt Engineering: Discover how to craft effective prompts that yield precise AI responses. - Text-to-Image AI Magic: Learn how to use AI to transform text into stunning images, from realistic photos to creative illustrations. - AI Video Creation: Dive into the future of content creation by harnessing AI to generate engaging videos from simple text inputs. What Sets Our Course Apart? - Practical Hands-On Projects: Engage in real-world projects that solidify your learning and enable you to build an impressive portfolio. - Cutting-Edge Techniques: Stay at the forefront of the AI landscape by mastering the latest techniques and trends. - Expert Instruction: Learn from seasoned industry experts with extensive AI and AI tool development experience. - Supportive Community: Join a thriving community of like-minded AI enthusiasts to share your projects, collaborate, and gain valuable feedback. - SEO Optimization: Our course content is meticulously optimized for SEO, significantly enhancing your online discoverability for terms like "ChatGPT" and "AI tools." Who Should Enroll? - Curious beginners fascinated by AI's boundless possibilities. - Content creators and marketers aiming to elevate their digital content. - Forward-thinking entrepreneurs seeking innovative AI solutions. - Professionals eager to explore AI tool development opportunities. Course Benefits Upon completing this course, you'll be able to: - Master ChatGPT and AI tools to create compelling content, stunning images, and engaging videos. - Stay at the forefront of the AI landscape by mastering the latest techniques and trends. - Build an impressive portfolio of AI-powered projects. - Enhance your online discoverability for terms like "ChatGPT" and "AI tools." - Gain a competitive edge in your career or business. Enroll Today and Step Confidently into the Future Your journey towards AI excellence begins here. \ Enroll in this comprehensive AI course today and master ChatGPT and AI tools to create engaging content, stunning images, and engaging videos.

The "Salesforce Certified AI Associate" practice test is a comprehensive assessment tool designed to prepare candidates for the official Salesforce certification exam. This practice test covers a wide range of topics essential for understanding and implementing AI solutions within the Salesforce platform. The exam questions simulate the depth and complexity of the actual certification test, focusing on key areas such as: 1. Fundamental AI concepts and their relevance to business 2. Einstein features across Sales, Service, and Marketing Clouds 3. AI-powered analytics and insights using Einstein Analytics 4. Automated lead scoring and opportunity insights 5. AI-driven customer service automation and chatbots 6. Predictive modeling and next best action recommendations 7. Ethical considerations and bias mitigation in AI implementations 8. Data preparation and management for AI applications 9. Einstein Vision and Language services 10. AI governance and model management within Salesforce Candidates will encounter a variety of question formats, including multiple-choice, scenario-based problems, and case studies. These questions are crafted to test both theoretical knowledge and practical application skills, mirroring real-world scenarios faced by Salesforce AI practitioners. The practice test covers the latest AI features and capabilities within the Salesforce ecosystem, ensuring that candidates are well-prepared for the current version of the certification exam. It also addresses important concepts in data privacy, AI ethics, and the business impact of AI-driven solutions. By taking this practice test, candidates can: - Assess their readiness for the official Salesforce Certified AI Associate exam - Identify areas that require further study or practical experience - Gain familiarity with the exam format and time management strategies - Build confidence in applying AI concepts to Salesforce-based business solutions This practice test is regularly updated to reflect the latest Salesforce AI features, best practices, and exam objectives, ensuring that candidates are well-equipped for both the certification exam and real-world AI implementation challenges in Salesforce environments.

Tired of confusing documentation that leaves users frustrated? Master the art of transforming complex technical information into clear, engaging, and genuinely helpful resources. This comprehensive technical writing course combines proven best practices with the power of cutting-edge AI tools like ChatGPT to streamline your workflow and create exceptional documentation. This beginner-level course introduces the students to the essentials of technical writing necessary for engineering and technical domains. The course aims to prepare the students with fundamentals that they can apply and adopt independently in their domain or industry. The course uses short lectures to get you started and provides a list of resources and detailed assignments for you to continue your learning journey independently. What You'll Learn: - Write for Your Audience: Learn to break down jargon, tailor explanations, and craft docs for developers, end-users, and decision-makers alike. - Supercharge Your Process with ChatGPT: Explore how to use ChatGPT for brainstorming, drafting initial content, editing for clarity, and generating clear examples. - Create Essential Tech Docs: Develop the skills to write in-depth API documentation, step-by-step user guides, informative release notes, and compelling technical proposals. - Visuals for Maximum Impact: Understand the use of diagrams, screenshots, and other visuals to explain complex concepts and make your documentation engaging. - Ethical & Effective: Learn about copyright, privacy regulations, and accessibility guidelines to ensure your documentation aligns with industry standards. A basic introduction to SEO to help your content reach the appropriate audience. Ideal for: - Tech Professionals: Developers, engineers, product managers – anyone who needs to explain the inner workings of software effectively. - Aspiring Technical Writers: Launch your career and learn the in-demand skills that make you a valuable asset in the tech world. - Anyone Aiming for Excellence: Elevate your tech communication and create documentation that boosts user satisfaction and drives product adoption. With this course, you'll gain the power to turn technical complexities into clear communication, enhancing the user experience and showcasing your expertise!

Picture this: You're crafting a personalized AI that can compose breathtaking digital art, dispense insightful pet care guidance, or provide indispensable tech assistance at any hour. This course isn't just about learning; it's about creating, experimenting, and leading in the AI era. Embarking on the adventure of understanding and utilizing artificial intelligence (AI) can be as thrilling as it is transformative. "ChatGPT Creator: Unleashing AI for Everyone" is a visionary course designed for dreamers, doers, and digital pioneers ready to dive into the exhilarating world of AI, without the hurdle of mastering complex coding. Welcome to "ChatGPT Creator: Unleashing AI for Everyone," a path-breaking program crafted for enthusiasts, entrepreneurs, and innovators eager to conquer the realm of custom AI with zero coding background. This immersive experience sheds light on the intricacies of Generative Pretrained Transformers (GPT) technology, focusing on the pioneering GPT-4 and the versatile ChatGPT Plus. Our curriculum is a bridge, connecting the enigmatic world of AI with your creativity and ambition. Course Adventure: - Exploring GPT Depths: Delve into the core of GPT models. Discover their learning processes and why they stand at the forefront of AI technology. - DALL-E & Artistic AI: Journey through AI's role in art and visualization. See how DALL-E turns words into visual wonders and how Artistic AI is reshaping the creative industry. - Festive GPT & Tech Ally AI: Investigate unique GPT applications like Festive GPT for celebratory interactions and AI solutions in tech support that redefine customer service. - Beyond Coding: Embrace the power of no-code solutions for crafting and refining your GPT models, tailored to your imaginative needs. - Prompt Engineering Wizardry: Become a connoisseur of prompt engineering, honing AI outputs for accuracy and contextual relevance. Why This Course? - Practical Learning for Real-World Impact: Gain skills through hands-on examples, preparing you to apply GPT technology across diverse sectors. - Engaging for All: Complex ideas are unraveled through captivating explanations, welcoming learners of all backgrounds. - Future-Ready Expertise: Acquire knowledge pivotal in industries that are increasingly leaning on AI, from technology to the arts. Who Should Join? This course is a beacon for aspiring entrepreneurs, tech aficionados, and creatives wishing to infuse AI into their skill set. No coding experience? Perfect! Our guided exploration makes the AI journey accessible to all. Your Journey's Rewards: By course end, you'll: - Articulate GPT-4 and ChatGPT Plus fundamentals with ease. - Design and implement bespoke AI models for various uses, from artistry to customer relations. - Master prompt engineering to sharpen AI responses for greater clarity and impact. - Stay ahead in AI trends and harness them for trailblazing solutions. Embark with Us! "How to build ChatGPT Step by Step: A Generative AI Course" is more than a course; it's a launchpad into the future of technology. Enlist today and step into the vanguard of the AI revolution. Your journey to becoming an AI trailblazer starts here!

The 1Mby1M Methodology is based on case studies. In each course, Sramana Mitra shares the tribal knowledge of tech entrepreneurs by giving students the rare seat at the table with the entrepreneurs, investors and thought leaders who provide the most instructive perspectives on how to build a thriving business. Through these conversations, students gain access to case studies exploring the alleys of entrepreneurship. Sramana’s synthesis of key learnings and incisive analysis add great depth to each discussion. There are over six million students enrolled in Machine Learning courses on Udemy. The most daring will try to start their own businesses. This course shares a list of Udemy courses based on the 1Mby1M methodology that will assist budding entrepreneurs in creating a pragmatic strategy. I believe, strongly, that entrepreneurship and entrepreneurial capitalism can be democratized, and wealth can be created in the middle of the pyramid using capitalistic principles. In the next 2-3 decades, the potential for distributed capitalism is very high and the outcome should be extremely positive around the world. That is the mission upon which my current work with One Million by One Million is based. Artificial Intelligence, Big Data and Machine Learning are going to be at the forefront of this immense burst of energy. Let’s talk about the field of medicine. If you think about what a doctor needs to do to diagnose an illness, she needs to consider all the symptoms, take into account all the test results, consider all the treatment options, factor in all the side-effects of various medications and their interplay with other medications the patient is already taking. This is, effectively, a multivariate optimization problem that a doctor has to do in her head. And, she needs to keep up with all the new research and advances in medical science, and factor those in as well. The field of medicine is full of incorrect diagnosis and mistreatment of illnesses. Now, if you replace this whole process with software, which IBM is trying to do with their Watson supercomputer, medical diagnosis becomes a truly scientific, deterministic process. I can tell you, if I have the option of being diagnosed by software versus a human doctor, I would always prefer software. It would be far more accurate. Let’s get started.

This AI for business leaders course prepares leaders, executives and managers for the opportunities and risks that AI brings, particularly in the context of emerging generative AI (GenAI) capabilities. The potential for GenAI to massively disrupt how we do business in the next 12 – 18 months is real, and this course: - Is written for business leaders, by business leaders. The opportunities, risks and AI strategies we discuss are in a business context, not technical. - Helps to prepare leaders and their teams for the coming changes to ensure your business is well positioned to leverage the opportunities and avoid business model disruption having an adverse impact on their business. - Explores potential opportunities in Business Strategy, Finance, People, Marketing, Operations and IT & Digital functions - Gives leaders information to help them evaluate their business strategies in light of AI’s likely impact. - Explores the risks and considerations that should be evaluated for any business implementing AI across all key business areas. Please note - this course does not deep dive into detail on specific tools or specific AI technologies. It is created for business leaders who want to learn more about AI in their business context. This course covers a lot of ground in a concise manner and if you have already done a lot of research into AI you may also want a course more specific to your learning needs. This course guides leaders through: - The evolving state of AI - What the opportunities and risks could be across many different business areas, with business and vendor examples, as well as demos - What you need to consider when facing into AI at a strategic level and suggests a path forward - AI's potential impacts on brand and culture - How you can leverage AI your business There is a lot of hype, uncertainty and scepticism regarding AI. This course is grounded in real business experience, written and delivered by experienced, digitally focused business leaders, consultants and executives with a combined 40+ years’ experience working for large blue chip organisations, start-ups and small-to-medium businesses in the US, UK, Europe and Oceania. The course gives leaders an overview of why Artificial Intelligence is important now, what the possible impacts could be on their business and how to plan for AI adoption and prepare for GenAI. It is structured in a way that allows you to dip into specific areas of interest and concern, based on your role in business. This course was last updated in June 2024 with improved audio across all lessons. We have also recently increased coverage of the Business Strategy, Customer and Marketing, Finance and IT & Digital business function areas including new opportunities, vendor examples and examples of businesses using AI. We also added 7 downloadable resources summarising generative AI opportunities across the business operating model and a resource on the next steps businesses can take. We continue to update the course regularly as Generative AI evolves and grow the course content. Next on our roadmap is: - Increasing the examples in the People and HR sections of the course - Exploring one our our client's case studies of how they have used voice and video AI to increase productivity in their business, improve customer experience and increase revenue and profitability. This is likely to be in our June 2024 course update. - Increasing the long list of opportunities covered in this course that are provided by multi-modal AI capabilities like chatgpt4o (chatgpt 4o)