There are many good websites like madewithml to get started.
@sumanth_077
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Model Deployment and MLOps: Essential Skills for Real Value
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Unless you have deployed the model it doesn't add any value. That's the reality and MLOps is great a skill to learn.
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Recommendation of Designing ML Systems book
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Great list of books Akshay. Designing ML Systems is really awesome and one of my favorites
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Companies Integrate GPT-4 into Products for Enhanced User Experience
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The companies are already testing GPT-4 in their products. – Stripe for better user experience
– Khan Academy trying out Khanmigo, an AI-powered assistant for students as well as teachers.
– Duolingo launching AI Tutor powered by GPT-4 -
OpenAI GPT-4 Research Blog Reference
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Adding the blog from Open AI here for reference. Check this out: https://
openai.com/research/gpt-4 -
GPT-4 Achieves Human-Level Performance on Academic Benchmarks
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6/ Finally GPT-4 has human-level performance on some key academic benchmarks Uniform bar exam: ChatGPT scored in the 10th percentile
GPT-4 scored in the 90th percentile Biology Olympiad: ChatGPT scored in 31st percentile
GPT-4 scored in 99th percentile -
GPT-4 Surpasses ChatGPT in Reasoning Capabilities
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5/ Reasoning GPT-4 Surpasses ChatGPT is answering reasoning-type of questions in a much better way. Check out one such example and comparison between ChatGPT and GPT4 below:
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GPT-4’s 25,000-Word Processing Capacity and Applications
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4/ GPT-4 is capable of handling over 25,000 words of text:
— Sumanth (@Sumanth_077) 15 mars 2023
This is really great for use cases like long-form content creation, extended conversations, and document search and analysis.
The below example shows how GPT4 took a wiki article, summarized, analyzed, and responsed. pic.twitter.com/LFjxja4V534/ GPT-4 is capable of handling over 25,000 words of text: This is really great for use cases like long-form content creation, extended conversations, and document search and analysis. The below example shows how GPT4 took a wiki article, summarized, analyzed, and responsed.
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GPT-4’s Enhanced Creative Writing and Editing Capabilities
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GPT-4 is more creative. It can generate, edit, and iterate with users on creative and technical writing tasks, such as composing songs, writing screenplays, or learning a user’s writing style. Check out the below example:
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GPT-4 Multimodal Capabilities: Image Input and Recipe Generation
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Now let's get into the details. GPT-4 is multimodal and it now accepts the images as inputs and generates captions, classifications, and analyses. Below is one such example of giving an input image of ingredients and asking GPT-4 to generate a list of recipes.