- Using Data Science to Predict and Prevent Real World Problems - Apr 28, 2021.
Do you have an interest in data science but lack an understanding of what, exactly, it can be used to accomplish in the real world? Read this article for a few examples of just how helpful data science can be for predicting and preventing real world problems.
Data Science, Prediction
- Want To Get Good At Time Series Forecasting? Predict The Weather - Apr 20, 2021.
This article is designed to help the reader understand the components of a time series.
Forecasting, Prediction, Time Series, Weather
- 14 Data Science projects to improve your skills - Dec 1, 2020.
There's a lot of data out there and so many data science techniques to master or review. Check out these great project ideas from easy to advanced difficulty levels to develop new skills and strengthen your portfolio.
Data Exploration, Data Science, Data Science Skills, Data Visualization, Prediction, Project
- Predicting Heart Disease Using Machine Learning? Don’t! - Nov 10, 2020.
I believe the “Predicting Heart Disease using Machine Learning” is a classic example of how not to apply machine learning to a problem, especially where a lot of domain experience is required.
Advice, Failure, Healthcare, Machine Learning, Medical, Prediction
- Graph Machine Learning in Genomic Prediction - Jun 19, 2020.
This work explores how genetic relationships can be exploited alongside genomic information to predict genetic traits with the aid of graph machine learning algorithms.
Genomics, Graphs, Machine Learning, Prediction
- Predicting the President: Two Ways Election Forecasts Are Misunderstood - Mar 27, 2020.
With election cycles always seeming to be in season, predictions on outcomes remain intriguing content for the voting citizens. Misinterpretation of election forecasts also runs rampant, and can impact perceptions of candidates and those who post these predictions. A better fundamental understanding of probability can help improve our collective notion of futurism, and how we monitor elections.
Elections, Forecasting, Mistakes, Politics, Prediction
- How Concerned Should You be About Predictor Collinearity? It Depends… - Aug 15, 2019.
Predictor collinearity (also known as multicollinearity) can be problematic for your regression models. Check out these rules of thumb about when, and when not, to be concerned.
Collinearity, Correlation, Linear Regression, Prediction
- Identifying Variables That Might Be Better Predictors - Feb 2, 2017.
This blog serves to expand on the approach that the data science team uses to identify (and quantify) which variables and metrics are better predictors of performance.
Data Science, Feature Selection, Prediction, Predictive Analytics
- Predictive Science vs Data Science - Nov 22, 2016.
Is Predictive Science accurately represented by the term Data Science? As a matter of fact, are any of Data Science's constituent sciences well-represented by the umbrella term? This post discusses a few of these points at a high level.
Algorithms, Applied Statistics, Data Science, Prediction
- Combining Different Methods to Create Advanced Time Series Prediction - Nov 16, 2016.
The results from combining methods for time series prediction have been quite promising. However, the degree of error for long-term predictions is still quite high. Sounds like a challenge, so some new experiments are forthcoming!
ARIMA, Data Science, Machine Learning, Prediction, Time Series
- Introduction to Local Interpretable Model-Agnostic Explanations (LIME) - Aug 25, 2016.
Learn about LIME, a technique to explain the predictions of any machine learning classifier.
Algorithms, Classifier, Explanation, Interpretability, LIME, Machine Learning, Prediction
- Predicting Popularity of Online Content - May 30, 2016.
A look at predicting what makes online content popular, with a particular focus on images, especially selfies.
Pages: 1 2
Prediction, Selfie
- Dataiku Data Science Studio - Aug 26, 2014.
Data Science Studio (DSS) from Dataiku is a complete Data Science software tool for developers and analysts,
which significantly shortens the time-consuming load-clean-train-test-deploy cycles of building predictive applications.
A community edition and a free trial available.
Data Mining Software, Data Preparation, Data Science, Dataiku, Florian Douetteau, Prediction
