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ML Hyperparameter Optimization App using Streamlit

Analytics Vidhya

This article was published as a part of the Data Science Blogathon About Streamlit Streamlit is an open-source Python library that assists developers in creating interactive graphical user interfaces for their systems. Using Streamlit, we can quickly create interactive web apps and deploy them. Frontend […].

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RLHF For High-Performance Decision-Making: Strategies and Optimization

Analytics Vidhya

It will be engineered to optimize decision-making and enhance performance in real-world complex systems. Introduction Reinforcement Learning from Human Factors/feedback (RLHF) is an emerging field that combines the principles of RL plus human feedback.

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Generative Automation: An Alternative for Process Optimization

David Menninger's Analyst Perspectives

By significantly compressing the time between steps in a collaborative process, this type of software can shorten cycles in cases where the degree of complexity in human interactions and their required coordination is relatively high. What I am calling generative automation is something new.

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An Introduction to Particle Swarm Optimization (PSO) Algorithm

Analytics Vidhya

Overview: PSO is a stochastic optimization technique based on the movement and intelligence of swarms. In PSO, the concept of social interaction is used for solving a problem. The post An Introduction to Particle Swarm Optimization (PSO) Algorithm appeared first on Analytics Vidhya. Each particle in the swarm […].

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Easily Build an Optimization App and Empower Your Data

Speaker: Gertjan de Lange

If the last few years have illustrated one thing, it’s that modeling techniques, forecasting strategies, and data optimization are imperative for solving complex business problems and weathering uncertainty. Uncover how an interactive web application can be built on top of your model. Don't let uncertainty drive your business.

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Revolutionizing Virtual Assistant Interactions: PRESTO Dataset Tackles Multilingual NLU Challenges

Analytics Vidhya

The dataset aims to optimize language model performance by addressing numerous […] The post Revolutionizing Virtual Assistant Interactions: PRESTO Dataset Tackles Multilingual NLU Challenges appeared first on Analytics Vidhya. It is designed to facilitate more realistic model training.

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Take Advantage Of The Best Interactive & Effective Data Visualization Examples

datapine

Table of Contents 1) The Benefits Of Data Visualization 2) Our Top 27 Best Data Visualizations 3) Interactive Data Visualization: What’s In It For Me? Whether static or interactive dashboards , these creative data visualization examples will serve as an inspiration for any data enthusiast. No, data is the new soil.”