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Free Tech Lab: Exploratory data analysis & interactive figures with Plotly

Join us for a free 1-hour hands-on workshop to get an overview of Exploratory data analysis and interactive figures using Plotly. Exploratory data analysis (or EDA) is an effective technique to analyse data sets. It involves summarising data with descriptive statistics, then visualizing data through plotting. Plotly is a useful plotting library that offers intuitive ways to … Continue reading

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Free Tech Lab: Getting started with Regression and Decision Trees in Python

  Join us for a free 1-hour hands-on workshop to get an overview of Regression Analysis and Data Visualisation in Python. Regression Analysis is an important Machine Learning approach for analysing data. It identifies relationships between variables and patterns within the data which can be used to predict future outcomes. This workshop will cover:  Simple … Continue reading

Scanning hyperspace: how to tune machine learning models
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Scanning hyperspace: how to tune machine learning models

Introduction When doing machine learning using Python’s scikit-learn library, you can often get reasonable predictive performance by using out-of-the-box settings for your models. However, the payoff can be huge if you invest at least some time into tuning models to your specific problem and dataset. In the previous post, we explored the concepts of overfitting, … Continue reading