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Nov 2, 2023 · 9 min read · You are planning to make a transition into data engineering. This guide assumes you are starting from scratch with insights gathered from various sources and also based on how I am going about it. Clive Robert Humby OBE, a British mathematician and e...
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Oct 28, 2023 · 5 min read · A time series model is a statistical tool that is used to make predictions based on time-series data. Typically, you would want to: explore past trends understand present conditions predict future outcomes. Time-series data is data collected on ...
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Oct 25, 2023 · 2 min read · Picture this: you're working with a massive 2.5GB dataset, which you've just downloaded as a tar file (data.tar.gz) using Chrome on your Windows machine. However, your preferred Python environment is on Ubuntu WSL. The question is, how do you get tha...
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Oct 11, 2023 · 4 min read · Who doesn't like a good story? Exploratory Data Analysis (alias EDA) is the story-teller. It's a process that is aimed at answering the question, "What does the data tell us?" Data visualization is the movie. It translates the story into imagery, all...
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Oct 7, 2023 · 3 min read · Data science is the art and science of finding hidden insights from data using math, statistics, programming, and AI (source: Google). As a software developer, I see it as an alternative approach to problem-solving, moving from writing manual instruc...
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