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A 6-step process that completely changed my life:• Maximize what you don't learn• Avoid schedules• Use uncomfortable situations• Learn as a byproduct• Teach somebody else• Circle back in a monthOn
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My recommendation to learn machine learning:• Introduction to Python Programming (Udacity)• Machine Learning Crash Course (Google)• Machine Learning (Coursera)In that order. They are all free. They are all amazing.And take
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A topic that comes up in every interview.Bias, variance, and their relationship with machine learning algorithms. One of the most basic concepts that you have to know by heart.Here is
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12 machine learning YouTube videos.On libraries, algorithms, tools, and theory.↓ 1. Jupyter Notebooks: https://youtube.com/watch?v=HW29067qVWk2. Pandas: https://youtube.com/watch?v=e60ItwlZTKM3. Matplotlib: https://youtube.com/watch?v=nzK
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Machine learning education is broken.If you are preparing for a research position, you are good. If you are looking to get out there and start solving problems, not even close.Here
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Free machine learning education. Many top universities are making their Machine Learning and Deep Learning programs publicly available. All of this information is now online and free for everyone!Here are
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Data is the core of machine learning.It should not surprise you that most of the work you'll have to do is related to capturing, managing, processing, and validating data.A few
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20 quotes that I use as inspiration to change my life.Print them out. Keep them close. Read them frequently. Reflect on them and the wisdom behind every word.Let's start:↓ Humans
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A book that will significantly help with your Python skills:• "Effective Python. 90 specific ways to write better Python." from Brett Slatkin @haxor. → https://amzn.to/3tM655V Make sure you buy the
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I've been teaching people how to start with machine learning for more than a year now.This is a thread with what I've learned and some advice if you are looking
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The backbone of my end-to-end machine learning setup:• A 48-page Field Notes• Python• NumPy, Pandas, Matplotlib, OpenCV• Scikit-Learn, XGBoost• TensorFlow• Google Colab, Jupyter, VSCode• Docker, Flask• AWS SageMaker I person
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Creating a good machine learning model is really sexy. That's what's different and where everyone focuses all of their attention.But machine learning is much more than that.A thread with a
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