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“The hottest new programming language is English.”&nbsp;– Andrej Karpathy&nbsp;Why It MattersThe number of programmers just increased from&nbsp;26 million to 8 billion&nbsp;ProblemYou need to&nbsp;learn how to direct AI.&nbsp;SolutionPrompt engineering helps you get&nbsp;accurate and reliable results.&nbsp;PlayersPrompt Engineers​Elvis Saravia&nbsp;• Builds&nbsp;Prompt Engineering Guide​​Anna Bernstein&nbsp;• Prompt engineer and generative AI specialist at&nbsp;Copy.ai​​Kristian Fagerlie&nbsp;• Runs a&nbsp;blog&nbsp;and a&nbsp;YouTube channel&nbsp;on prompt engineering​Sander Schulhoff&nbsp;• Runs&nbsp;Learn Prompting&nbsp;course and&nbsp;invented&nbsp;2 prompt hacks​Ethan Mollick&nbsp;• Wrote a&nbsp;Guide to Prompting AI​​Nick St. Pierre&nbsp;• Built&nbsp;Additive Prompting Framework&nbsp;for generating characters, models and more​Prompt Engineering Tools​AutoGPT&nbsp;• Turn GPT-4 into an autonomous AI agent​ShareGPT&nbsp;• Showcase prompt engineering use cases by sharing your ChatGPT chats​AgentGPT&nbsp;• Build AI agents for various tasks​LangChain&nbsp;• Prompt management, optimization and more​DreamStudio&nbsp;• Build image prompts for&nbsp;Stable Diffusion​​ProductPrompts.fm&nbsp;• Daily prompt hacks and music to write prompts to​Prompt Engineering Use CasesProgramming&nbsp;• Write, test and debug codeWriting&nbsp;• Find writing prompts, generate stories and perfect your writing styleResearch&nbsp;• Find, analyze and cite scientific papersImage Generation&nbsp;• Generate abstract and real-life objects and settingsSearch&nbsp;Engine&nbsp;Optimization&nbsp;• Research keywords and write SEO-optimized articlesMarketing&nbsp;• Build marketing strategies​&nbsp;PredictionsWe’ll use text-to-audio models to&nbsp;create music. We’ll prompt the style, tempo, instrumentation and more.​WavTool&nbsp;lets you use prompts to make, edit and compose tracks.​MusicLM&nbsp;is an unreleased text-to-music model by Google that can generate consistent short and long tracks.​Cassette&nbsp;lets you create royalty-free music by prompting genre, mood, length, instrumentation and more.Text-to-video will&nbsp;democratize&nbsp;animation and filmmaking. People will craft the story, lines, characters and locations. AI will take care of the visuals.​Victor Mustar&nbsp;made a&nbsp;Star Wars&nbsp;clip.​Corridor Crew&nbsp;made a&nbsp;Rock, Paper, Scissors&nbsp;anime.​Nick St. Pierre&nbsp;made a&nbsp;Sci-Fi movie trailer&nbsp;with&nbsp;his audience.​Jon Finger&nbsp;made an&nbsp;action film&nbsp;based on an&nbsp;AI-inspired plot.Prompt hackathons&nbsp;will help to

Prompt Engineering

Parvinder Singh