AI in Action - Speaker Deck

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Charmi, Chokshi ML Grad, Mila and UdeM AI in Action Real-World Use Cases for Transforming Workflows and Boosting Productivity

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Hey there! ● ML Grad at Mila and UdeM ● GDE for ML ● International Speaker ● Worked @ AWS, Shipmnts, ISRO ● Tech, Art, Travel

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https://chat.openai.com/chat

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Plan of the Day! ● Intro to ChatGPT ● Tools for Coding ● Image ● Productivity ● Business ● Design ● A curated list ● Q&A

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AI is one of the most important things humanity is working on. It is more profound than, I dunno, electricity or fire. - Sundar Pichai

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Artificial Intelligence Deep Learning Machine Learning Any Technique that enables computers to mimic human intelligence & behaviour A subset of ML exposing multilayered neural networks to vast amount of data A subset of AI that includes statistical techniques to solve the tasks using experience

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ChatGPT

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ChatGPT This model was designed to interact via “Chat”. This is what made this model so viral.

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ChatGPT Generative Pretrained Transformer GPTs are a family of models proposed by OpenAI. They can create text from scratch.

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ChatGPT Generative Pretrained Transformer Generative models are used to generate new outputs from scratch. So, given a prompt, it can imagine the rest. In the case of GPT, it can only generate text. Other models can also generate images, sounds, etc. (DALL-E, Stable Diffusion, Riffusion, ...)

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ChatGPT Generative Pretrained Transformer Model pretrained on *LOTS of data. Think ~all of the publically available text on the internet. * Models trained on LOTS of data are called Large Language Models (LLM). GPT is an example of an LLM, but there exist many others too (Flan-T5, BLOOM, ...)

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ChatGPT Generative Pretrained Transformer A specific architecture of neural networks. Transformers were first published in 2017 at NeurIPS by researchers at Google. This was a watershed moment for LLMs. It allowed researchers to train models efficiently on huge datasets. https://arxiv.org/pdf/1706.03762.pdf

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Prompts in ChatGPT During training, ChatGPT made billions of connections between trillions of words, and is able to statistically predict the next word for any ‘prompt’ (like a query or question)

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https://chat.openai.com/chat

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https://chat.openai.com/chat

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+VEs of ChatGPT

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-VEs of ChatGPT ● Writing Complex code ● Arithmetic ● Citing Sources ● Being Factual ● Tricky Logic ● Playing some games ● "Safety"

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GPT Alternatives

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Auto-GPT Based on GPT-4, an open source experimental tool that can come up with ‘self-prompts’ and work autonomously. Also, includes internet connectivity!

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Coding

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Github Copilot: Your AI Pair Programmer https://github.com/features/copilot Uses OpenAI GPT-3 to generate human-like text and is trained on publicly available code from GitHub. It is available in Visual Studio Code, JetBrains, and Neovim.

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ChatGPT plugin in Android Studio and IntelliJ https://github.com/SEAbdulbasit/ChatGPT-Plugin

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Image

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Cleanup Images like never before https://cleanup.pictures/

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Convert images into stunning Depth Animations https://convert.leiapix.com/

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Remove Watermark from Images (illegal?!) https://www.watermarkremover.io/

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Increase Image Quality https://www.topazlabs.com/ Sketches into realistic drawing https://www.vizcom.ai/

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Productivity

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The first Educational AI tool: Caktus https://www.caktus.ai/caktus_student

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Generate posts, comments, blogs, … https://www.copy.ai/?via=start

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Lifesaver for Podcasters! https://cleanvoice.ai/

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Noise cancelling app https://krisp.ai/

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Transforms any room into a home studio https://www.nvidia.com/en-us/geforce/broadcasting/broadcast-app/

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Generate royalty free music https://www.beatoven.ai/

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Creating presentation in seconds https://tome.app/

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Create professional videos in 15 minutes!! https://www.synthesia.io/

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Generate website, email list, collect feedback … https://www.mixo.io/

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Create logos for your next venture! https://looka.com/

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Customer Service made easy https://github.com/SEAbdulbasit/ChatGPT-Plugin

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Turn simple brushstrokes into realistic landscape https://www.nvidia.com/en-us/studio/canvas/

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Lifesaver for Photographers! https://withflair.ai/

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Try out new Interior and Exterior for your place https://www.reimaginehome.ai/

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Text to Video generation with Kaiber Many more to come https://www.kaiber.ai/ https://designs.ai/videomaker

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A curated list

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A few others…

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600+ AI-tools Link, https://www.futuretools.io/

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Stay tuned for… ● Microsoft 365 Copilot for office products ● Google's tool for gmail and workspace

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Download the Deck: https://speakerdeck.com/charmichokshi/ai-in-action

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Let's connect! @CharmiChokshi Charmi Chokshi @charmichokshi coda.io/@charmi-chokshi/hi