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How to Create a Vocabulary for NLP Tasks in Python
This post will walkthrough a Python implementation of a vocabulary class for storing processed text data and related metadata in a manner useful for subsequently performing NLP tasks.
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 5 Statistical Traps Data Scientists Should Avoid
Here are five statistical fallacies — data traps — which data scientists should be aware of and definitely avoid.
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10 Free Top Notch Natural Language Processing Courses
Are you looking to learn natural language processing? This collection of 10 free top notch courses will allow you to do just that, with something for every approach to learning NLP and its varied topics.
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 10 Great Python Resources for Aspiring Data Scientists
This is a collection of 10 interesting resources in the form of articles and tutorials for the aspiring data scientist new to Python, meant to provide both insight and practical instruction when starting on your journey.
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Is Kaggle Learn a “Faster Data Science Education?”
Kaggle Learn is "Faster Data Science Education," featuring micro-courses covering an array of data skills for immediate application. Courses may be made with newcomers in mind, but the platform and its content is proving useful as a review for more seasoned practitioners as well.
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12 NLP Researchers, Practitioners & Innovators You Should Be Following
Check out this list of NLP researchers, practitioners and innovators you should be following, including academics, practitioners, developers, entrepreneurs, and more.
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25 Tricks for Pandas
Check out this video (and Jupyter notebook) which outlines a number of Pandas tricks for working with and manipulating data, covering topics such as string manipulations, splitting and filtering DataFrames, combining and aggregating data, and more.
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Fantastic Four of Data Science Project Preparation
This article takes a closer look at the four fantastic things we should keep in mind when approaching every new data science project.
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Practical Speech Recognition with Python: The Basics
Do you fear implementing speech recognition in your Python apps? Read this tutorial for a simple approach to getting practical with speech recognition using open source Python libraries.
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State of AI Report 2019
This year's "State of AI Report" has been released. Read it to find out about the latest in AI research, talent, industry, and politics form the past 12 months.
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5 Statistical Traps Data Scientists Should Avoid
10 Great Python Resources for Aspiring Data Scientists
Is Kaggle Learn a “Faster Data Science Education?”
12 NLP Researchers, Practitioners & Innovators You Should Be Following
Fantastic Four of Data Science Project Preparation