Data Science Articles

This are all our articles tagged with:
Data Science

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NumPy Ultimate Cheatsheet 2021

The complete guide to NumPy for your scientific computing needs Continue reading on Level Up … Read more NumPy Ultimate Cheatsheet 2021

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What is an RNN (Recurrent Neural Network) in Deep Learning?

RNN is one of the popular neural networks that is commonly used to solve natural … Read more What is an RNN (Recurrent Neural Network) in Deep Learning?

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5 Commonly Used Idioms in the Tech Industry, Vol. 2

Technical debt, low hanging fruit, pigeonholing, wearing multiple hats, and drinking the Kool-Aid…what are my … Read more 5 Commonly Used Idioms in the Tech Industry, Vol. 2

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How to Scrape NLP Datasets From Youtube

Too lazy to scrape nlp data yourself? In this post, I’ll show you a quick … Read more How to Scrape NLP Datasets From Youtube

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Associative Links Explained

Associative Links can be used as a minimal unit of meaning, streamlining your processes. This … Read more Associative Links Explained

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How to Make Your Matplotlib Plots Interactive

Leveraging Matplotlib Widget extension to make your plots interactive, dynamic, and informative Continue reading on … Read more How to Make Your Matplotlib Plots Interactive

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Working with OpenStreetMap in Python

How to easily acquire, manipulate, and process OpenStreetMap data for your next geospatial data science … Read more Working with OpenStreetMap in Python

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Autoviz: Create Simple Charts From Any Dataset In Python

Another useful and simple python package that allows for a quick and decent exploratory data … Read more Autoviz: Create Simple Charts From Any Dataset In Python

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How to Create Powerful Web Apps and Dashboards using Dash 2.0

Designing Multi-Page Web Apps using Python Continue reading on Level Up Coding » Source: Level … Read more How to Create Powerful Web Apps and Dashboards using Dash 2.0

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Batch Processing Role in Deep Learning

With two common buzzwords in AI being Graphics Processing Unit (GPU) and Batch Processing, there … Read more Batch Processing Role in Deep Learning

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Airflow: Command Line Interface (CLI) Cheat Sheet

How to quickly deploy, diagnose, and evaluate your data pipeline tasks in Airflow using CLI … Read more Airflow: Command Line Interface (CLI) Cheat Sheet

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6 Must-try Python Programs

Fun Python programs explained with code Continue reading on Level Up Coding » Source: Level … Read more 6 Must-try Python Programs

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How I Used Mathematics and AI to Increase my Profits by 22.4% — Part2

A walk-through of a misknown machine learning algorithm used by Netflix, to trade like a … Read more How I Used Mathematics and AI to Increase my Profits by 22.4% — Part2

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Running Airflow in Docker

Dockerize your Airflow’s data pipeline to ease and speedup deployment and allow for compatibility Continue … Read more Running Airflow in Docker

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Approaching the Issue of Data Drift Detection

Data drift occurs when a model sees production data that differs from its training data. … Read more Approaching the Issue of Data Drift Detection

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Airflow: Unit Testing for Bug-Free Data Pipeline

Unit test your Airflow pipeline to prevent incorrect code and unexpected runtime Continue reading on … Read more Airflow: Unit Testing for Bug-Free Data Pipeline

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The Most Popular Job Roles in the World of Data Science

Understand the various data science roles and what kind of data scientist job role you … Read more The Most Popular Job Roles in the World of Data Science