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STOP Building Useless ML Projects – What Actually Works

STOP Building Useless ML Projects – What Actually Works
all the time: “What projects should I do to get a job in data science or machine learning?” This question ...
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Understanding Application Performance with Roofline Modeling

Understanding Application Performance with Roofline Modeling
with calculating an application’s performance is that the real-world performance and theoretical performance can differ. With an ecosystem of products ...
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How I Automated My Machine Learning Workflow with Just 10 Lines of Python

How I Automated My Machine Learning Workflow with Just 10 Lines of Python
is magical — until you’re stuck trying to decide which model to use for your dataset. Should you go with a random ...
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Building a Modern Dashboard with Python and Gradio

Building a Modern Dashboard with Python and Gradio
second in a short series on developing data dashboards using the latest Python-based GUI development tools, Streamlit, Gradio, and Taipy.  ...
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I Teach Data Viz with a Bag of Rocks

I Teach Data Viz with a Bag of Rocks
, my co-instructor and I showed up to the Data Visualization course we teach at the University of Washington with ...
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Understanding Random Forest using Python (scikit-learn)

Understanding Random Forest using Python (scikit-learn)
trees are a popular supervised learning algorithm with benefits that include being able to be used for both regression and ...
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What Germany Currently Is Up To, Debt-Wise

What Germany Currently Is Up To, Debt-Wise
€1,600 per second. That’s how much interest Germany has to pay for its debts. In total, the German state has ...
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Myths vs. Data: Does an Apple a Day Keep the Doctor Away?

Myths vs. Data: Does an Apple a Day Keep the Doctor Away?
Introduction “Money can’t buy happiness.” “You can’t judge a book by its cover.” “An apple a day keeps the doctor ...
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