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
Home
Articles
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
Value Chains vs Network…Make Way for Co-creation Business Models
Before I kick off this new blog, I’m happy to announce the release of my 3rd book” “The Art of Thinking Like A Data Scientist”.… Read More »Value Chains vs Network…Make Way for Co-creation Business Models
Return on Investment: KPIs for Measuring Automation
Robotic Process Automation is an effective solution to all the concerns around cost deductions and streamlining operational procedures. To make it a feasible solution, it… Read More »Return on Investment: KPIs for Measuring Automation
Streamlining Predictive Modeling Workflow with Sagemaker and Essentia
Ecommerce sites generate tons of web server log data which can provide valuable insights through analysis. For example, if we know which users are more… Read More »Streamlining Predictive Modeling Workflow with Sagemaker and Essentia
Building Neural Network in Keras
A neural network is a series of algorithms that aims to identify underlying relationships in a set of data through a process that is similar… Read More »Building Neural Network in Keras