Natural Language Processing
Deploying Natural Language Processing for Product Reviews Introduction We have data all around us and there are of two forms of data namely; tabular and text. If you have...
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Common Applications of Machine Learning for Small-Scale Businesses
When I first heard about machine learning (ML), I thought only big companies applied it to explore big data. On searching the internet for the meaning of ML, I discovered...
Boosting Trading Models with Sagemaker and Essentia
Building accurate models takes a great deal of time, resources, and technical ability. The biggest challenge? You almost never know what model or feature combination will...
Comparing Model Evaluation Techniques Part 3: Regression Models
In my previous posts, I compared model evaluation techniques using Statistical Tools & Tests and commonly used Classification and Clustering evaluation techniques In ...
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 get comfortable with it. Fort...
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 compare three...
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 ...
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 fragme...
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 likely to buy a pr...
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 to the way the human brain fu...