Logisitic Regression
Logistic Regression is a statistical approach which is used for the classification problems. In statistics, the logistic model (or logit model) is used to model… Read More »Logisitic Regression
Home » Archives for 2019
2019
Statistical Hypothesis Testing – Spinning The Wheel
Knowing when and how to choose the right statistical hypothesis test is no mean feat. It can takes years of learning and practice before you… Read More »Statistical Hypothesis Testing – Spinning The Wheel
How Can Python Help Solve Machine Learning Challenges?
Summary: Python’s open-source and high-level nature, as well as its comprehensive libraries, make it the perfect fit to solve the numerous real-life ML challenges. The… Read More »How Can Python Help Solve Machine Learning Challenges?
How much of training data is required
Hi , I am working on two projects, I have a historical data of 8 years . should I train on the entire 8 years… Read More »How much of training data is required
Measuring Progress Toward AGI Is Hard
Summary: Artificial General Intelligence (AGI) is still a ways off in the future but surprisingly there’s been very little conversation about how to measure if… Read More »Measuring Progress Toward AGI Is Hard
How Data Science can transform the face, body & functioning of Logistics
Data is the new fuel- it drives businesses towards exponential growths. It has the power to transform operational and add intelligent insights with its immense… Read More »How Data Science can transform the face, body & functioning of Logistics
Comparing Model Evaluation Techniques Part 2: Classification and Clustering
In part 1, I compared a few model evaluation techniques that fall under the umbrella of ‘general statistical tools and tests’. Here in Part 2 I… Read More »Comparing Model Evaluation Techniques Part 2: Classification and Clustering
Linear and logistic regression in Excel and R: try this free add-in (RegressIt)
Excel is often poorly regarded as a platform for regression analysis. The regression add-in in its Analysis Toolpak has not changed since it was introduced… Read More »Linear and logistic regression in Excel and R: try this free add-in (RegressIt)
Visualizing and Animating Optimization Algorithms with Matplotlib
This article was written by Louis Tiao. In this series of notebooks, we demonstrate some useful patterns and recipes for visualizing animating optimization algorithms… Read More »Visualizing and Animating Optimization Algorithms with Matplotlib
Let's Add Coding to Writing in Mathematics
One of my most memorable experiences during my college years was having an English professor who spoke entirely in complete sentences.There were no spoken sentence… Read More »Let's Add Coding to Writing in Mathematics