Data Science and Machine Learning Without Mathematics
There is a set of techniques covering all aspects of machine learning (the statistical engine behind data science) that does not use any mathematics or statistical theory...
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Data Science and Machine Learning Without Mathematics
There is a set of techniques covering all aspects of machine learning (the statistical engine behind data science) that does not use any mathematics or statistical theory...
The misapprehension of the data science use-case.
“We want to predict -X-.” Fill in any desirable topic on the location of the X and you have the formulation of a use-case in the way many companies today think about ...
DSC Webinar Series: Level Up Your Data Science Team
Tired of the lone wolf data scientist myth? Figured out that data science pulls people and expertise from multiple domains? Want to learn more about how to pull data scie...
Predictive maintenance for the Oxford Data Science for IoT Course
After my first post on Anomaly Detection for Time Series post, I would like to continue presenting what I did during the course at for the Data Science for IoT Course at...
Some Thoughts on Mid-Career Switching Into Data Science
Summary: If you are mid-career and thinking about switching into data science here are some things to think about in planning your journey. We get lots of inquiries fro...
Big Data Analytics & Data Science Use Cases
Big Data, Data Analytics, Data Science – all these terms make a noise in the world! Here are a few examples to clarify the difference and avoid messing them up: Goo...
Data Science Simplified Part 2: Key Concepts of Statistical Learning
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 a bit deeper. First, I will define wha...
Data Science Simplified Part 4: Simple Linear Regression Models
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 models. Be...
Data Science Simplified Part 5: Multivariate 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 Regression model to estimate the p...