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Case Study

Web Scraping Straits Times Index (STI)

Web Scraping Straits Times Index (STI)

The Python language has gained prominence and popularity. Its simple, clear and concise syntax has endeared Python to many developers, especially first-time programmers. Moreover, Python’s repertoire of readily available libraries (on Data Frames, Matrices, Graphical Plots, Machine Learning)

blogger@integratedots May 1, 2022May 5, 2022 Case Study, Coding, Python Read more

Identify Donald Trump’s tweets with Naive Bayes

Identify Donald Trump’s tweets with Naive Bayes

Donald John Trump, 45th president of the United States of America, is a prolific twitter with a following of more than 20 million. Could we use a simple machine learning algorithm to identify if a given tweet is from Donald Trump? Yes!

blogger@integratedots March 1, 2022May 5, 2022 Case Study, Data Analytics, Machine Learning, Python Read more

Webinar – Automate Mundane Tasks!

Webinar – Automate Mundane Tasks!

BRAND NEW WEBINAR SERIES ON VBA! Exclusively for the SMU Alumni & Staff! In collaboration with Singapore Management University (SMU), we are launching our brand new Zoom webinar series Automate Mundane Tasks on 14 August 2020 (Friday) from 5 to 6 pm.

blogger@integratedots July 28, 2020August 15, 2020 Case Study, Business Intelligence, Visual Basic for Applications (VBA), Webinar Read more

Webinar – Cool Interactive Dashboards!

Webinar – Cool Interactive Dashboards!

BACK BY POPULAR DEMAND! We are not going to let a virus stop us from holding Live Demos. In collaboration with NUSS, our first Zoom webinar Cool Interactive Dashboards will be held on 18 Jun 2020 (Thursday) from 3 to 4

blogger@integratedots June 5, 2020August 18, 2020 Case Study, Dashboard / Data Visualization, Live Demo, Webinar Read more

Tracking Coronavirus Pandemic

Tracking Coronavirus Pandemic

Jessie is a bright intern at B*Stars, a company specializing in virus test kits and vaccines. In collaboration with renowned research institutions, the company is working in overdrive to search for a cure to combat the Coronavirus pandemic. To date,

blogger@integratedots March 24, 2020July 6, 2020 Case Study, Dashboard / Data Visualization Read more

Determine the number of Iris species with k-Means

Determine the number of Iris species with k-Means

k-Means is a simple and popular unsupervised machine learning clustering algorithm, commonly used for market segmentation. The algorithm computes the distance squared between each data point and each cluster centroid. Then each data point is assigned to the nearest cluster.

blogger@integratedots June 4, 2019May 10, 2020 Case Study, Data Analytics, Machine Learning, Python Read more

Predictive Analytics using Multivariate Regression

Predictive Analytics using Multivariate Regression

Another awesome framework (a.k.a library) in Python is scikit-learn. The framework provides a simple and consistent API for data modeling and analytics. With scikit-learn, it is easy to implement key machine learning algorithms e.g. Multivariate Regression, Naives Bayes, Neural Network, … etc.

blogger@integratedots April 4, 2019May 10, 2020 Case Study, Data Analytics, Machine Learning, Python Read more

Financial Planning Dashboard

Financial Planning Dashboard

Jerome is an accomplished Chartered Financial Planner. In order to stand out from the other CFPs in the marketplace, he is going to upend his consulting services by leveraging on dashboards as a communication tool. He wants to share with

blogger@integratedots November 26, 2018May 10, 2020 Case Study, Dashboard / Data Visualization, Microsoft Excel Read more

Climate Change Analysis with Matplotlib

Climate Change Analysis with Matplotlib

Matplotlib is another simple and popular module used in Python programs. By importing the rich Matplotlib (https://matplotlib.org) library module, you will be able to produce quality customized plots easily. In this case study, we examine if there is an uptick

blogger@integratedots October 11, 2018May 10, 2020 Case Study, Coding, Python Read more

Professional Development Series @ SMU

Professional Development Series @ SMU

IntegrateDots is delighted to participate in the Professional Development Series @ Singapore Management University. On 17 October 2018 (Wed), from 7 pm to 8.30 pm, we will be delivering a live demo on Excel Dashboards & VBA Automation. In this

blogger@integratedots September 7, 2018May 10, 2020 Case Study, Coding, Dashboard / Data Visualization, Live Demo Read more
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