Analyzing Life
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Algobeans is authored by Annalyn Ng & Kenneth Soo. We noticed that while data science is increasingly used to improve workplace decisions, many people do not have a good understanding of how it works. Our goal is to support anyone who wants to get started in data science. Each tutorial covers the important functions & assumptions of a data science technique, without any math or jargon. We also..
Analyzing Life
2y ago
Is it possible to beat lottery? In this post, we conduct data analysis of Toto, a Singapore lottery with twice-weekly draws ..read more
Analyzing Life
2y ago
How can we systemically identify analogous food items across cultures? Learn how using word embeddings ..read more
Analyzing Life
3y ago
Learn how a random forest model can help us to predict the probability of a goal, with applications ranging from performance appraisal to match-fixing detection ..read more
Analyzing Life
3y ago
Visualizing soccer data, we identify hot spots where most shots occur, shot preferences across players, and comparisons between different teams like Liverpool and Manchester United ..read more
Analyzing Life
5y ago
Visualize large datasets and identify potential clusters with this special breed of neural networks that uses neurons to learn the intrinsic shape of your data ..read more
Analyzing Life
5y ago
A/B tests help you decide between two options, A and B. Read this step-by-step guide on conducting your own A/B test to make the right decisions ..read more
Analyzing Life
5y ago
Whenever you spot a trend plotted against time, you would be looking at a time series. The de facto choice for studying financial market performance and weather forecasts, time series are one of the most pervasive analysis techniques because of its inextricable relation to time - we are always interested to foretell the future ..read more
Analyzing Life
5y ago
In the 2nd part of our tutorial on artificial neural networks, we cover 3 techniques to improve prediction accuracy: distortion, mini-batch gradient descent and dropout ..read more
Analyzing Life
5y ago
Do you know what gives red and white wine their colors? Use k-NN to discover the chemical make-up that defines typical types of wines, as well as to detect atypical ones ..read more
Analyzing Life
5y ago
Learn how random forests, an ensemble of decision trees, can help predict where and when a crime will happen in San Francisco, California ..read more