I will do time series forecasting deep learning machine learning CNN lstm

I'm an Environmental Engineer having sound and conceptual knowledge in the field of my expertise. I have got an experience in building CNN, LSTM models for making air quality forecasting.

Time Series Forecasting

What do I do?

1. Data preprocessing: Data cleaning, data split into training and testing dataset, data normalization, array conversion
2. Training CNN LSTM models
3. Visualizing CNN LSTM models performance
4. Statistically evaluating CNN LSTM models performance

Tools I used:

Python libraries:

• NumPy, Pandas (handling datasets in formats like CSV, excel, Geojson, etc.)
• Seaborn, Matplotlib (data visualization)
• keras, tensorflow for building deep learning models (CNN-LSTM)

IDE:

Jupyter notebook, spyder, google colab

Please feel free to contact me. Customer satisfaction is my ultimate goal.