Jupyter Notebooks Collection for Learning Time Series Models

My Kaggle Projects

Notebooks, projects and study material of the 'Sequences, Time Series and Prediction' course by deeplearning.ai

Notebooks de estudo e trabalho tech challenge da fase 02 do curso de data analytics

Gold-Price-forecasting In a personal endevaour to learn about time series analysis and forecasting, I decided to reserach and explore various quantitative forecasting methods.This notebook documents contains the methods that can be applied to forecast gold price and model deployment using streamlit, along with a detailed explaination of the diff…

In this notebook, I've loaded historical Dollar-Yen exchange rate futures data. I've applied time series analysis and modeling to determine whether there is any predictable behavior.

Code of Competencies This repository contains codes and notebooks with exploration data of the different platform competitions, such as: Kaggle, Tianchi, etc. In addition, I put more codes with modification in my original codes.

This repository provides a comprehensive exploration of Support Vector Machine (SVM) techniques applied to time series data, with a focus on financial FOREX price forecasting. It includes detailed code and examples, such as the 'Support Vector Machine Model.ipynb' notebook, which demonstrates preprocessing, model development and evaluation.

This repository contains an introduction to the Time_series fundamentals in TensorFlow and also an end-to-end forecasting model that is going to predict the future price of Bitcoin, based on the historical price of Bitcoin. The model built in this notebook follows a supervised learning approach.