Generative AI Automation

Vanderbilt University via Coursera Specialization

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Coursera Specialization
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English
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Level

Beginner

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Overview

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Step into the future of automation with our Generative AI Automation Specialization, a unique learning experience designed to make you adept at utilizing ChatGPT and other large language models to perform complex tasks with ease and innovation. Recognize the vast potential in your professional and personal life as you learn to apply AI capabilities that surpass the utility of your smartphone, from tutoring in math to writing sophisticated software. This program focuses on developing your ability to craft effective prompts—an essential skill for eliciting the emergent intelligence and advanced reasoning of generative AI tools and a cornerstone of becoming an expert user.

Syllabus

Course 1: Prompt Engineering for ChatGPT
- Offered by Vanderbilt University. ChatGPT and other large language models are going to be more important in your life and business than your ... Enroll for free.

Course 2: ChatGPT Advanced Data Analysis
- Offered by Vanderbilt University. ChatGPT Advanced Data Analysis is going to transform tasks by helping amplify your productivity and ... Enroll for free.

Course 3: Trustworthy Generative AI
- Offered by Vanderbilt University. We see lots of news reports of Generative AI tools, such as ChatGPT, making mistakes and producing ... Enroll for free.

Course 4: GPT Vision: Seeing the World through Generative AI
- Offered by Vanderbilt University. Imagine a world where your photos don't just capture memories, but also become intelligent assistants, ... Enroll for free.

Courses

2 reviews
18 hours 44 minutes
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ChatGPT and other large language models are going to be more important in your life and business than your smartphone, if you use them right. ChatGPT can tutor your child in math, generate a meal plan and recipes, write software applications for your business, help you improve your personal cybersecurity, and that is just in the first hour that you use it. This course will teach you how to be an expert user of these generative AI tools. The course will show amazing examples of how you can tap into these generative AI tools' emergent intelligence and reasoning, how you can use them to be more productive day to day, and give you insight into how they work. Large language models respond to instructions and questions posed by users in natural language statements, known as “prompts”. Although large language models will disrupt many fields, most users lack the skills to write effective prompts. Expert users, who understand how to write good prompts, are orders of magnitude more productive and can unlock significantly more creative uses for these tools. This course introduces students to the patterns and approaches for writing effective prompts for large language models. Anyone can take the course and the only required knowledge is basic computer usage skills, such as using a browser and accessing ChatGPT. Students will start with basic prompts and build towards writing sophisticated prompts to solve problems in any domain. By the end of the course, students will have strong prompt engineering skills and be capable of using large language models for a wide range of tasks in their job, business, personal life, and education, such as writing, summarization, game play, planning, simulation, and programming.
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10 hours 41 minutes
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ChatGPT Advanced Data Analysis is going to transform tasks by helping amplify your productivity and supporting your creativity. ChatGPT Advanced Data Analysis can help you augment your intelligence and automate tasks, such as: 1. Turning an Excel file into visualizations and then slides inside a PowerPoint presentation; extracting data from a series of PDFs 2. Answering questions about what is in the PDFs, and visualizing the data; automatically determining if a receipt complies with a travel policy captured in a PDF 3. Transforming a document into a training presentation and associated quizzes; reading and reorganizing a set of documents based on what they contain 4. Producing social media and marketing content from a series of documents or video transcripts 5. Automating resizing and editing of videos/images while also cataloging them in a CSV Anyone with ChatGPT Advanced Data Analysis can tap into these capabilities without any prior experience in programming. The course teaches you how to converse with ChatGPT Advanced Data Analysis to accomplish these tasks, how to think about problem solving, and what types of tasks are good fits for the tool. You will learn a wide range of building blocks that you can apply in your own work and life. Large language models respond to instructions and questions posed by users in natural language statements, known as “prompts”. Although large language models will disrupt many fields, most users lack the skills to write effective prompts. Expert users, who understand how to write good prompts, are orders of magnitude more productive and can unlock significantly more creative uses for these tools. This course will introduce you to prompt writing skills that target ChatGPT Advanced Data Analysis.
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8 hours 21 minutes
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We see lots of news reports of Generative AI tools, such as ChatGPT, making mistakes and producing inaccurate information. Many of these mistakes happen because humans use the tools in the wrong way - trying to solve unsuitable problems and not thinking about risk. Hallucination isn't a bug, it's a feature when you approach problems correctly. This course teaches techniques for determining if a problem fits Generative AI's capabilities, framing problems to reduce risk, prompt engineering for trust, and appropriate human engagement in the process. Students learn concrete prompt designs, how to check outputs, how to use Generative AI for ideation and creation, ways to augment human skills, and more ethical, beneficial applications. The course will show how you can: - Leverage prompt engineering techniques to generate more reliable outputs - Master methods to verify and validate outputs - Frame problems in alternative ways to reduce risk - Apply generative AI for creative ideation - Use Generative AI in ways that augment rather than replace human reasoning and creativity
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3 hours 24 minutes
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Imagine a world where your photos don't just capture memories, but also become intelligent assistants, helping you navigate and manage daily tasks. Welcome to "GPT Vision: Seeing the World Through Generative AI", a course designed to revolutionize how you interact with the world around you through the lens of Generative AI and photos. In this course, you will learn to how take a picture of anything and turn it into: - a recipe - a shopping list - DIY plans to make it - a plan to reorganize it - a description for a social media post - organized text for your notes or an email - an expense report or personal budget entry This course will teach you how to harness GPT Vision's power to transform ordinary photos into problem-solving tools for your job and personal life. No experience is required, just access to GPT-4(V) Vision, which is part of the ChatGPT+ subscription. Whether it's ensuring you've ticked off every item on your grocery list or creating compelling social media posts, this course offers practical, real-world applications of Generative AI Vision technology. Social Media Mastery: Learn to create compelling descriptions for your social media photos with AI, enhancing your digital storytelling. Capture Your Brainstorming: Take a picture of notes on a marker board or napkin and watch them be turned into well-organized notes and emailed to you. DIY and Culinary Creations: Explore how to use photos for DIY home projects and cooking. Discover how to generate prompts that guide you in replicating or creating dishes from images or utilizing household items for creative DIY tasks. Data Extraction and Analysis: Gain expertise in extracting and analyzing data from images for various applications, including importing information into tools like Excel. Expense Reporting Simplified: Transform the tedious task of expense reporting by learning to read receipts and other documents through GPT Vision, streamlining your financial management. Progress Tracking: Develop the ability to compare photos of the real world with plans, aiding in efficient monitoring and management of project progress, such as how your construction project is progressing. Knowledge Discovery: Learn about anything you see. Snap a picture, generate a prompt, and uncover a world of information about objects, landmarks, or any item you encounter in your daily life. Organizational Mastery: Learn how to organize your personal spaces, like closets or storage areas, by using AI to analyze photos and suggest efficient organization strategies and systems.

Taught by

Dr. Jules White

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Generative AI Automation

Overview

Syllabus

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