2 Years of Machine Learning and Data Science
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Mar 22, 20229 min read224
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Gathering and Using Big Data from Public APIs for Data Science - The GitHub Popularity Project
Cool unique data makes for intriguing projects, so let's go find some on the web! Today we'll get what we need to tell a story about the magic-making GitHub projects popular 猸愷煂熲瓙. Readmes, descriptions, languages... we'll collect it all. So, let the ...
Sep 16, 202018 min read1.3K
Machine Learning Energy Demand Prediction Project - Part 3 Modelling with Decission Trees
Let's see how our machine Learning, project planning and essential coding tools can be brought to life in a real-world project! Today we're going through how we can predict how much energy we use daily using temperature data. We start here with impor...
Aug 12, 202011 min read773
The State of Data Websites and Portfolios in 2020 - Develop a Dashboard in a Day, Dash vs Streamlit and is JavaScript still king?
Having a visual product, website or dashboard to show what your arduous efforts on a coding/machine learning project amounted to is something truly spectacular! Yet, it's often extremely difficult as numerous tools and technologies are usually requir...
Jul 13, 20206 min read952
Machine Learning Energy Demand Prediction Project - Part 2 Storytelling using Graphs
Let's see how our machine learning, project planning and essential coding tools can be brought to life in a real-world project! Today we're going through how we can predict how much energy we use daily using temperature data. We previously imported a...
Jul 9, 202011 min read680
Machine Learning Energy Demand Prediction Project - Part 1 Data Cleaning
Let's see how our machine learning, project planning and essential coding tools can be brought to life in a real-world project! Today we're going through how we can predict how much energy we use daily using temperature data. We start here with impor...
Jul 3, 202021 min read1.3K
Insight is KING - How to Get it and AVOID PITFALLS
It is so hard to find an intuitive understanding of how your dataset functions! Yet, coherently interpreting how your system works is crucial to finding a way to model or analyse any feature. Stick on till the end to find out why initial insight is k...
Jun 17, 2020435
Machine Learning Field Guide
We all have to deal with data, and we try to learn about and implement machine learning into our projects. But everyone seems to forget one thing... it's far from perfect, and there is so much to go through! Don't worry, we'll discuss every little st...
Jun 12, 202018 min read6.3K
The Complete Coding Practitioners Handbook
Git, debugging, testing, the terminal, Linux, the cloud, networking, patterns/antipatterns - what even is this mess? Don't worry we'll go through from beginning to end (all the way, I promise) everything you need to know to collaborate proficiency w...
May 5, 202010 min read4.9K