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All in AI Creator MODULE 1: Introduction to Generative AI & Prompting Magic The module also explores the transformative power of Generative AI, a subset of artificial intelligence that creates new content by recognizing patterns in vast datasets. Key points include: Generative AI as a creative engine producing unique content, including text, images, sounds, and videos. Its classification as a specialized part of deep learning, under the umbrella of artificial intelligence. Applications in generating artwork, original music, and text, assisting in various tasks from coding to marketing materials. The importance of verifying outputs due to potential biases and inaccuracies, known as AI hallucination. Mastering Generative AI can unlock new avenues for creativity and problem-solving, providing a significant advantage in an AI-driven world Module 2: AI for Research, Learning & Content Creation The module further explores AI-powered image generation, detailing techniques for effective prompting: Iterative Prompting: Start with a basic prompt and refine it by adding details and adjusting style modifiers. For example, specifying a fluffy Persian cat with blue eyes lying on a windowsill in soft afternoon lighting. Image to Image Prompting: Upload an existing image to modify its style or elements, such as redesigning a living room photo in a modern minimalistic style. Key Considerations: Emphasize specificity in prompts, iterative refinement, and the importance of the PROMPT framework while being mindful of copyright issues and ensuring transparency in AI-generated images. Module 3: From Data to Decisions – AI-Driven Analytics & Reporting The module also explores the transformative role of AI in data processing and analysis, emphasizing its significance in today's data-driven world. Key areas include: AI-Powered Data Cleaning: Utilizing tools like ChatGPT and Copilot to address missing values and inconsistencies, ensuring reliable analysis. Exploratory Data Analysis (EDA): Identifying patterns, trends, and anomalies in data with the help of AI. Data Storytelling: Transforming insights into engaging narratives using appropriate visuals. Effective Reports and Presentations: Structuring reports, designing slides, and presenting data persuasively with AI support. Module 4: AI-Powered Problem-Solving, Brainstorming & Prototyping
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