Visualizes Excess Mortality Rates by Country to help understand the total impact of the Covid Pandemic

Fictional investment bank, Accountability Accounting, is interested in offering a new cryptocurrency investment portfolio to its clients; however, the company needs assistance in determining which cryptocurrencies they should offer and would like them grouped to create a classification system for this new investment. A clustering algorithm was u…

Objective: Utilize data visualization skills to find properties that are viable investments

Membuat Dashboard dengan Panel dan hvPlot - Wawasan Data (Data Insight) - Magister Informatika - Universitas Islam Indonesia.

This is an Application that implements an algorithmic trading strategy that uses machine learning to automate the trade decisions

In this project, the tools used are unsupervised learning (K-Means Clustering) accompanied by 3-D HVPlot visualizations to group cryptocurrencies by feature

Use scikit-learn and the KMeans clustering algorithm to analyse a Crypto currency dataset

Preprocessed cryptocurrency dataset for Principal Component Analysis. Ran K-means algorithm to predict the optimal amount of K clusters for algorithm. Built table of currently tradable cryptocurrencies using hvplot.table function.

Analysis of crypto data for the investors who are preparing to get into the cryptocurrency market.

Dashboarding with Panel and the Holoviz Ecosystem

Retrieved data from API's, analysed it and produced maps

The project explored Melbourne's public transport use and housing sales. Python tools visualized data on transport footfall and housing by council areas. Sources included PTV for transport data and housing sales records, along with the VISTA survey for travel activity. Analysis combined these datasets to examine trends and correlations, with ma

Dashboarding with Panel and the Holoviz Ecosystem

Module 6: Python APIs - WeatherPy

Supervised Learning Recap

Analyzing and visualizing Filipino family's income and expenditure using pandas and hvplot

Unsupervised machine learning analysis finding patterns in cryptocurrencies' market valuations.

Analysis on the crypto market utilizing unsupervised machine learning.

Unsupervised learning model to predict if cypto are affected by price changes

Cryptocurrency analysis with unsupervised Machine Learning