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...
7 Steps to Ensure and Sustain Data Quality
Several years ago, I met a senior director from a large company. He mentioned the company he worked for was facing data quality issues that eroded customer satisfac...
Decision Tree vs Random Forest vs Gradient Boosting Machines: Explained Simply
Decision Trees, Random Forests and Boosting are among the top 16 data science and machine learning tools used by data scientists. The three methods are similar, with a s...
How to deal with missing data
Originally posted by Vincent Ajayi. The most common challenge faced by data scientists (DS) and data analysts (DA) is missing data. Every day, both DA and DS spend seve...
An elegant way to represent forward propagation and back propagation in a neural network
Sometimes, you see a diagram and it gives you an ‘aha ha’ moment Here is one representing forward propagation and back propagation in a neural network I saw it on Fre...
Best Machine Learning Tools to Modernize your Software Development
In the current scenario, when developers get immersed in the discussion about making use of machine learning, they are limited to creating AI-powered applications and the...
DSC Webinar Series: ML vs Holt-Winters Forecasting
Machine Learning is all the rage, but when does it make sense to use it for forecasting? How do statistical forecasting methods compare? In this latest Data Science Centr...
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...
DSC Webinar Series: Maximizing Data Science Applications and Model Development
In this latest Data Science Central webinar, you will learn the value of an optimized workstation for data scientists. We will demonstrate NVIDIA CUDA-X AI software stack...