Prompt Engineering: Getting Future Ready (1000+ Prompts inc)

Define prompt engineering and how prompting instructs AI to perform tasks, from simple questions to multi-paragraph prompts. Explore prompt types, role prompts, style guidance, and chain-of-thought techniques.

apply clear instructions in prompt engineering by using OpenAI's six tactics—details, persona, delimiters, steps, examples, and length—to improve model outputs across 2023 and 2024.

Enable reference text to guide outputs and reduce fabrication by instructing the model to answer using supplied documents, and cite relevant passages when repurposing content.

Split complex tasks into smaller chunks by modularizing problems, then apply three tactics: intent classification, filtered dialog summaries, and recursive, piecewise document summaries.

Explore strategy 4: let model think, outlining chain-of-thought, inner monologue, and sequential reasoning to improve model accuracy before final answers.

Leverage external tools to extend input and output with retrieval augmented generation and embeddings-based search, and use code execution and functions for custom tasks.

Strategy 6 guides testing changes systematically to ensure net performance gains. It advocates building a comprehensive test suite and evaluating model outputs against gold standard references.

We explore product demos to build a basic understanding of the AI tools used in this course. The instructor shares deep tool research and demos to reveal practical use cases.

Compare bard with gpt, noting bard uses Gemini and supports real-time web, image uploads, and summarizing YouTube videos and articles. Its responses beat GPT-3.5 but trail GPT-4.

Explore the massive GPT-4o image generation update, turning photos into anime, creating ads and infographics, replacing faces, and enabling rapid diffusion-based design across branding and interiors.

Discover Claude-2 as a text-to-text AI alternative to ChatGPT, showcasing document uploads (up to five files, 10 MB each, about 500 pages) and chat-based data extraction and summarization.

learn to create ai-generated images for free with bing image creator, using prompts and free credits, and compare Dall-E 3, Midjourney, and stable diffusion options.

Learn to set up and use Midjourney on Discord to generate images with imagine prompts, upscale, create variations, pan, and describe prompts, all from midjourney.com.

Learn to generate audio with AI using ElevenLabs, including text-to-speech and voice cloning, preview voices, paste scripts, and remove silences for clean audio suitable for social media and presentations.

Turn images into talking avatars with the D-ID studio to create personalized virtual presentations, selecting presenters, uploading audio, and generating short AI videos for automating customer queries.

Olly social is a chrome extension that automatically generates comments in your voice, checks a virality score, and creates similar posts or replies across platforms, using your OpenAI API key.

Claude introduces prompt caching as an enhancement to retrieval-augmented generation (RAG), improving speed and cost while noting it does not replace RAG for up-to-date data.

Explore the new ChatGPT UI with presets like Dali the Negotiator and tech support advisor, and access GPT-4 or GPT-3.5, upload files, and use GPT for vision.

Explore hands-on generative AI across text, image, video, and audio tools; compare GPT-3.5 and GPT-4, test web browsing with Bard, and practice prompt engineering and use-case prompts.

Explore text-to-text generation, a form of generative ai that creates new text from input. Learn how prompts guide this process for articles, posts, and scripts, with quality checks.

Explore how to use prompts with ChatGPT, a generative pre-trained transformer by OpenAI, and leverage a 200+ prompt repository to automate content creation.

Explore ChatGPT's walkthrough covering signup, a free research preview, and features like customization, personalization, language support, and handling many questions, while noting occasional inaccuracies and trainer reviews.

Learn how to craft clear, concise, and relevant prompts to steer ChatGPT conversations, with examples of effective versus ineffective prompts and the act as hack.

Explore how text prompts guide ChatGPT conversations, design precise prompts, and role-play scenarios—from debaters to coaches—to boost clarity, relevance, and learning outcomes.

Discover a free GitHub prompts repository and learn to use templates to automate day-to-day work, including tech reviews, content prompts, and code tasks.

Explore how AI content detectors assess machine-generated writing and how paraphrasing and rewriting can help bypass detection, affecting blog content and search rankings.

Explore Leonardo AI's beta platform to generate art with fine-tuned models, image-to-image and prompt generation, plus canvas inpainting and customization.

Walk through getting started with Midjourney on Discord, join the beta, and navigate channels to generate images. Learn prompts with imagine, note upscaling options, and compare free versus paid plans.

Master two approaches to set up stable diffusion: local installation on a capable computer, or a Google Colab workflow storing models in Google Drive with free usage and premium plan.

Set up stable diffusion locally or via Google Colab to generate images offline. Install Git and Python, run the UI, and manage weights from Hugging Face.

Learn how to craft effective prompts and negative prompts for stable diffusion, tune sampling steps and CFG scale, manage batches and image size, and explore image-to-image variation for creative outputs.

Explore image-to-image generation, transforming an input image into new, similar yet unique pictures for advertising, social media, VR/AR, and game development, including color changes and day-to-night edits.

Learn outpainting in stable diffusion, the opposite of inpainting, to replace unmasked regions with new backgrounds like Saturn. Grasp masking, prompts, and quick, local image generation.

Use Google Colab to run stable diffusion in the cloud, generate images from prompts with defined inference steps and guidance scale, and compare cloud gpu performance to local setups.

Explore how prompts guide image generation and apply best practices for stable diffusion, including defining the subject, verb, adjectives, lighting, emotion, and art style.

Explore a goldmine of prompts on lexica.art, copy prompts, and render your face using stable diffusion, while learning about 77 token limits and daily updates.

Explore a repository with over 500 text-to-image prompts for stable diffusion, featuring starter and mixed prompts across categories like flowers and dancers, with guidance on crafting subject-focused prompts.

Learn to use ai image prompt tools like Leonardo to generate, edit, and refine prompts. Explore diverse scenes—from people and cultures to climate visuals—and compare outputs across models in beta.

Learn to craft hyper-realistic prompts in Leonardo, using concise, reusable prompts and photography styles such as color grading for lifelike subjects and scenes.

Explore Leonardo diffusion's latest model across 20 prompts, generating realistic images—from Harry Potter and Morgan Freeman to space lions and treehouses—and compare results with Midjourney and Stable Diffusion.

Compare Leonardo, Midjourney, and Stable Diffusion across ten prompts and domains like superheroes, neon cityscapes, and app design to reveal creative strengths.

Learn five practical steps to stay ahead in 2024 AI, including hands-on use of ChatGPT, image creator, and Googlebot, plus teaching, exploring tools, and basics.

Explore Perplexity AI for research and writing, understanding Perplexity AI search, Copilot, collections, and image generation to streamline sourcing, summarizing, and content creation with focused, source-based outputs.

Discover how GPT-4o unlocks omni capabilities with vision, memory, and data analysis, now free to use, with twofold speed and half-price API, plus voice assistant and desktop app.

Explore Claude 3.5's visual pdf feature to view and analyze images, charts, and graphs in PDFs under 100 pages, with LaTeX rendering and a real-time data analysis tool.

Discover the 2025 AI roadmap, featuring operator agents, browser AI, infinite memory, autonomous robots, and enterprise workflow agents, plus synthetic data and advancing thinking models.

Experiment with GPT-5's deep reasoning and multimodal outputs—audio, graphics, and thinking mode—using real prompts. Compare its UI and code-oriented performance to Claude while noting the on-screen experiments.