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Welcome to Just into Data, a place for data science made simpleR!
Enjoy data science articles on various topics such as Machine Learning, AI, Statistical Modeling, Python Programming.
How to use NLP in Python: a Practical Step-by-Step Example
To find out the In-Demand Skills for Data Scientists with NLTK
In this article, we present a step-by-step NLP application on Indeed job postings.
If you want to see a practical example using Natural Language Toolkit (NLTK) package with Python code, this post is for you.
What are the In-Demand Skills for Data Scientists in 2020
Applying Natural Language Processing on Indeed Job Postings
To find out about the top tools/skills and minimum education requirement for data scientists, we applied Natural Language Processing (NLP) techniques on job descriptions from Indeed.
We created this new complete step-by-step guide in Python. You’ll learn techniques on how to find and clean:
– Missing Data
– Irregular Data (Outliers)
– Unnecessary Data: Repetitive Data, Duplicates and more
– Inconsistent Data: Capitalization, Addresses and more
How to Improve Sports Betting Odds — Step by Step Guide in Python
The data science strategy I used to make $20,000 betting on sports.
Sports betting could be more than using your gut feeling. You could have better odds by adding proper data analysis and predictive modeling.
This guide will show you the step by step algorithm to sports bet smarter using Python and also more tips about it.
How to Manipulate Date And Time in Python Like a Boss
Commonly used DateTime functions with examples
This is a cheat sheet I created that covers the most commonly used DateTime related functions in Python. If you want something simple but practical with examples, take a look!