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Introduction to Named Entity Recognition
Named Entity Recognition is a tool which invariably comes handy when we do Natural Language Processing tasks. Read on to find out how.
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How Different are Conventional Programming and Machine Learning?
When I heard about Machine Learning I couldn't contain the amazement. I was not able to get my mind around the fact, that unlike normal software programs - which I was accustomed to - I wouldn't even have to teach a computer the "how" in detail about all the future scenarios up front.
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Four Techniques for Outlier Detection
There are many techniques to detect and optionally remove outliers from a dataset. In this blog post, we show an implementation in KNIME Analytics Platform of four of the most frequently used - traditional and novel - techniques for outlier detection.
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Kick Start Your Data Career! Tips From the Frontline
I am going to provide very interesting and useful tips through this blog series which will help students to kick start their career in Data.
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Bringing Machine Learning Research to Product Commercialization
In this blog post I want to share some of the insights into the differences between academia and industry when applying deep learning to real-world problems as we experienced them at Merantix over the last two years.
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Data Science Strategy Safari: Aligning Data Science Strategy to Org Strategy
The title of this post is derived by drawing inspiration from Mintzberg’s seminal work. In this post, I am attempting to take you on a safari through the data science strategy formulation process.
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 Intro to Data Science for Managers
This mindmap contains a condensed introduction to the key data science concepts and techniques that have revolutionized the business landscape and became essential for making beneficial data-driven decisions
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Using a Keras Long Short-Term Memory (LSTM) Model to Predict Stock Prices
LSTMs are very powerful in sequence prediction problems because they’re able to store past information. This is important in our case because the previous price of a stock is crucial in predicting its future price.
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Mastering The New Generation of Gradient Boosting
Catboost, the new kid on the block, has been around for a little more than a year now, and it is already threatening XGBoost, LightGBM and H2O.
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 What is the Best Python IDE for Data Science?
Before you start learning Python, choose the IDE that suits you the best. We examine many available tools, their pros and cons, and suggest how to choose the best Python IDE for you.
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Intro to Data Science for Managers
What is the Best Python IDE for Data Science?