**Machine Learning Fast Track**

*May 28, 2018*

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TheseÂ online articles Â a great hands-on introduction to the Machine Learning principles, including the Mathematics background andÂ theoretical principles. You can even follow along, getting startedÂ with PythonÂ to see ML at work.

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Mathematics for Data Science

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Basic Linear Algebra for Deep Learning

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Linear Algebra for Deep LearningÂ (includes some Python)

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Developing in Python

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Quick dive into Pandas for Data Science

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The Four Pillars of OOP in Python 3 for Beginners

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Machine Learning

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Few Machine Learning Problems (with Python implementation)

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Machine Learning in Python - Part 1

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Machine Learning in Python - Part 2

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Unsupervised Learning in Python

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ML Libraries

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Time Series Analysis in Python (using Facebook Prophet)

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Great VisualizationÂ for Neural Networks

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Miscellaneous Applications

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K-nearest-neighborsÂ - AirBnB Pricing

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Advanced Structures

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