Dashboard Stunting Ratio in West Java Province
Create a dynamic dashboard using Tableau 1. Problem Definition One of the targets of development in the health sector in Indonesia is to reduce the prevalence of stunting ratio
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A|B Testing… Understand the easy way
A|B Testing is a basic randomized control experiment. It is a way to compare the two versions of a variable to find out which performs the better in a controlled or supervised environment. For Intstance, let’s say you own a company and want to increase the sales/conversion rate of your product. A|B testing is one of
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Accessing Indonesian Tidal Data using Python
Link to Google Colab IPython Notebook (viewer privilege): https://colab.research.google.com/drive/1xFLteWYLFG3AgVX8_maCAyUxyzsAAysM?usp=sharing I have just learned today that the Indonesian “Badan Informasi Geospasial” (BIG; Geospatial Information Bureau) website has been overhauled (thanks, Jokowi). Interactivity-wise,
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Building an aspect-based sentiment analysis pipeline using GPT-3
Large Language Models like GPT-3 (but also BLOOM) have been defined as “few shot learners”. This means that, given a few examples, they can perform a very wide variety of tasks with excellent results.
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Measure of Central Tendency — Mean, Median and Mode
Measure of Central Tendency is a summary measure that describes the entire data set with values known as Mean, Median and Mode. These three are the commonly known measures which are used to understand the data.
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Conquer a Language within a short time.
We covered C and Python as part of our Sophomore year. We started with another Language, Java, in our Junior year. I thought of sharing my reflections on learning the languages. Photo by
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SIC Industry Similarities via NLP in Python
Financial institutions have long known the limitations of the SIC industry classifications. In this article I use two different implementations of the Cosine Similarity NLP algorithm to alleviate this result. The final result of this study produces a similarity matrix for all of the SIC Industries.
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Language Translation API with FastAPI and Docker — Part 1
fast!!!!!! Hello there, in this article we are going to be diving into how to build a language translation api with fastAPI (I really love this framework 😍). Not only that, we
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Pump It Up: The EDA
Part One: The data When looking for projects to boost my data cleaning, exploratory data analysis (EDA) and machine learning skills, I came across the DrivenData website and I was sold. I get to hone my skills and contribute to a social challenge — specifically the
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HTML and CSS for Python Developers
When you want to build websites as a Python programmer, there’s no way around HTML and CSS. Almost every website on the Internet is built with HTML markup to structure the page. To make a website look nice, you can style HTML with CSS. If you’re interested in web development with Python, then knowing HTML and CSS will help you understand web frameworks like Django and Flask better. But even if you’re just getting started with Python, HTML and CSS […]
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