Data Science Projects done at Data Trained Education during PG Data Science & ML Course

I tried to predict temperature of local area in Indonesia using data from BMKG (Badan Meteorologi, Klimatologi dan Geofisika) Indonesia and RNN Model from TensorFlow

An AI-driven solution to optimize battery performance, efficiency, and longevity. Features include real-time mode switching (Performance, Eco, Balanced, Custom), SOC and temperature predictions, dynamic cooling adjustments, and a user-friendly GUI with interactive visualizations. Ideal for electric vehicles and energy storage systems. 🚗🔋📊

This is a weather prediction app using React

Temperature Prediction of Greenhouse using LSTM

Predicting average temperatures for the state of Bahia

PCA For Dimension Reduction And Visualization, Temperature-Yield Prediction Via Linear Regression, And Linear Fit Optimization Using Gradient Descent.

Practical Implementation of Linear Regression on Algerian Forest Fire Dataset.

Predicts Temperature of 88 cities using Decision Tree Regressor and 800,000 Data Entries over 25 Years.

Predicting battery temperature based on the LG 18650HG2 dataset with unique features and transfer learning.

Thermal (heat transfer) analysis

predicts temperature of 2015 to 2030 season wise

SMAP projekt Fuzzy předpověď počasí

This project aims to predict Celsius temperatures using machine learning techniques. It utilizes a dataset containing historical temperature records, including the year, month, day, and the corresponding Celsius temperature for Joliet, IL.

Implementation of a Gaussian Kernel Regression for Temperature prediction using PySpark.

O objetivo deste desafio foi coletar dados de temperatura de uma API pública, realizar a limpeza e tratamento desses dados, gerar um modelo de regressão linear e realizar a predição de valores de temperatura para uma semana, comparando com os dados reais para medir a precisão do modelo.

The objective of this study is to predict the max and min temp based on several parameters and represent it in a visual form.

Used normal neural networks and convolutional neural networks in many many data like animals, fashion, flowers classification, and also temperature predictions and time-series. Have fun. BTW used tensorflow for the works.

Temperature prediction machine learning project

Using FedAvg method to predict future temperature.