Category: Green
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Hugging Face NLP, Streamlit, PyGWalker, TF & Gradio App
The objective of this project is to democratize and advance ML/AI for everyone by building the large open-source showcase of Hugging Face NLP, Streamlit/Dash Jupyter PyGWalker Exploratory Data Analysis (EDA), TensorFlow Keras and Gradio App deployment. There is no better way of showcasing your results than creating an interactive demo to try them out! This…
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Machine Learning-Based Crop Yield Prediction, Classification, and Recommendations
We have implemented a Machine Learning-Based decision support tool for crop yield prediction, including supporting decisions on what crops to grow and what to do during the growing season of the crops.
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An Implemented Streamlit Crop Prediction App
Precision agriculture or smart farming: We implement the Streamlit crop prediction app. This is an ML-driven app that requires the trained model as input.
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Time Series Forecasting of Hourly U.S.A. Energy Consumption – PJM East Electricity Grid
In the green energy sector, being able to forecast the electricity usage is a core part of any electricity retailer’s business. The business problem is as follows: Given the historical power consumption, what is the expected power consumption for the next 365 days? In this study, we will address the problem by building a reliable…
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A Roadmap from Data Science to BI via ML
The blog post presents a comprehensive roadmap to Data Science (DS), providing an overview of career prospects, the field’s intersections with Mathematics, Statistics, and Computer Science, and its business relevance. The text details the earning potential of data scientists and the steps towards becoming one, including Data Analysis, Machine Learning, and Business Intelligence. It highlights…
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Towards Optimized ML Wildfire Prediction
Towards Optimized ML Wildfire Prediction: This Python case example stems from the initial research into ML/AI wildfire prediction using the dataset that was downloaded from the UCI Machine Learning Repository.
