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 Machine Learning vs Statistics
Machine learning is all about predictions, supervised learning, and unsupervised learning, while statistics is about sample, population, and hypotheses. But are they actually that different?
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Introduction to Machine Learning for Developers
Whether you are integrating a recommendation system into your app or building a chat bot, this guide will help you get started in understanding the basics of machine learning.
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Implementing a CNN for Human Activity Recognition in Tensorflow
In this post, we will see how to employ Convolutional Neural Network (CNN) for HAR, that will learn complex features automatically from the raw accelerometer signal to differentiate between different activities of daily life.
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Questions To Ask When Moving Machine Learning From Practice to Production
An overview of applying machine learning techniques to solve problems in production. This articles covers some of the varied questions to ponder when incorporating machine learning into teams and processes.
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Combining Different Methods to Create Advanced Time Series Prediction
The results from combining methods for time series prediction have been quite promising. However, the degree of error for long-term predictions is still quite high. Sounds like a challenge, so some new experiments are forthcoming!
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How to Rank 10% in Your First Kaggle Competition
This post presents a pathway to achieving success in Kaggle competitions as a beginner. The path generalizes beyond competitions, however. Read on for insight into succeeding while approaching any data science project.
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Practical Data Science: Building Minimum Viable Models
Data Science for startups based on data: Minimum Valuable Model, a new concept to avoid a full scale 95% accurate data science model. Want to know more about MVM? Have a look at this interesting article.
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An NLP Approach to Analyzing Twitter, Trump, and Profanity
Who swears more? Do Twitter users who mention Donald Trump swear more than those who mention Hillary Clinton? Let’s find out by taking a natural language processing approach (or, NLP for short) to analyzing tweets.
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 Eight Things an R user Will Find Frustrating When Trying to Learn Python
Are you an R user considering learning Python? Here's some insight into what you may be up against, and what, specifically, you may find frustrating. But don't worry, it's not all terrible.
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Do You Suffer From Analytic Personality Disorder (APD)?
Read this lighthearted take on Analytics Personality Disorder, a (nonexistent) syndrome for those obsessed with analytics.
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Machine Learning vs Statistics
Eight Things an R user Will Find Frustrating When Trying to Learn Python