Deep Learning, NLP, NMT, AI, ML
Python tutorials
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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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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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 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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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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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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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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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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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 […]
Read moreOne of the strengths of Python is that it comes with batteries included: it has a rich and versatile standard library that makes it one of the best programming languages for writing scripts for the command line. But, if you write scripts for the command line, then you also need to provide a good command line interface, which you can create with the Python argparse library. In this video course, you’ll learn: What the Python argparse library is, and why […]
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