In the last blog post of this series, we discussed classifiers. The categories of classifiers and how they are evaluated were discussed. We have also discussed regression… Read More »Data Science Simplified Part 11: Logistic Regression
According to Gartner’s hype cycle of emerging technologies, 2017; Deep Learning and Machine Learning have reached the peak of inflated expectations. Artificial General Intelligence (AGI)… Read More »Top Trends in AI in 2018
Webster defines classification as follows: A systematic arrangement in groups or categories according to established criteria. The world around is full of classifiers. Classifiers help… Read More »Data Science Simplified Part 10: An Introduction to Classification Models
In the last article of this series, we had discussed multivariate linear regression model. Fernando creates a model that estimates the price of the car… Read More »Data Science Simplified Part 6: Model Selection Methods
In the last few blog posts of this series discussed regression models at length. Fernando has built a multivariate regression model. The model takes the… Read More »Data Science Simplified Part 9: Interactions and Limitations of Regression Models
The last few blog posts of this series discussed regression models. Fernando has selected the best model. He has built a multivariate regression model. The model takes… Read More »Data Science Simplified Part 8: Qualitative Variables in Regression Models
In the last few blog posts of this series, we discussed simple linear regression model. We discussed multivariate regression model and methods for selecting the… Read More »Data Science Simplified Part 7: Log-Log Regression Models
In the first article of this series, I had touched upon key concepts and processes of Data Science. In this article, I will dive in… Read More »Data Science Simplified Part 2: Key Concepts of Statistical Learning
In the previous posts of this series, we discussed the concepts of statistical learning and hypothesis testing. In this article, we dive into linear regression… Read More »Data Science Simplified Part 4: Simple Linear Regression Models
In the last article of this series, we discussed the story of Fernando. A data scientist who wants to buy a car. He uses Simple Linear… Read More »Data Science Simplified Part 5: Multivariate Regression Models
