Remove Algorithm Remove Demo Remove Supervised Learning
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Supervised learning is great — it's data collection that's broken

Explosion

Prodigy features many of the ideas and solutions for data collection and supervised learning outlined in this blog post. It’s a cloud-free, downloadable tool and comes with powerful active learning models. For more details, see the website or try the live demo. Supervised learning is not the problem.

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What it’s Like to be a Prompt Engineer

ODSC - Open Data Science

Then identifying issues that allow fine-tuning of code, optimizing algorithms, and making strategic use of parallel processing. They read research papers, watch demos, attend conferences, and participate in online forums. Engineers delve into the architecture of LLMs, identifying potential bottlenecks and areas for improvement.

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Explore advanced techniques for hyperparameter optimization with Amazon SageMaker Automatic Model Tuning

AWS Machine Learning Blog

We previously explored a single job optimization, visualized the outcomes for SageMaker built-in algorithm, and learned about the impact of particular hyperparameter values. In this post, we run multiple HPO jobs with a custom training algorithm and different HPO strategies such as Bayesian optimization and random search.

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Using Generative AI for Data Analysis and Visualization

ODSC - Open Data Science

With its advanced algorithms and language comprehension, it can navigate complex datasets and distill valuable insights. This synthetic data serves as a viable alternative for training models, testing algorithms, and ensuring privacy compliance.

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5 Jobs That Will Use Prompt Engineering in 2023

ODSC - Open Data Science

As industries begin to scale and learn how to fully utilize the power of AI, it’s likely that more and more machine learning engineers will work closely to further refine prompt strategies, curbing biases and advancing human-AI conversations.

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9 Open Source LLMs and Agents to Watch

ODSC - Open Data Science

It can also be used to generate code for specific purposes, such as generating code to implement a specific algorithm or to generate code to solve a specific problem. Freeing up valuable time for developers to focus on more complex projects and planning. CodeLlama is a powerful tool that can be used by both experienced and novice programmers.

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The Ascent of ChatGPT

ODSC - Open Data Science

Since its release on November 30, 2022 by OpenAI , the ChatGPT public demo has taken the world by storm. I found it interesting that ChatGPT decided to use the randomForest algorithm. Furthermore, in the short time that the ChatGPT demo has been available for evaluation, we’re already seeing a plethora of caveats. Google-killer?

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