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Principles of IoT & Python Basics

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Cloud Implementation Using Azure IoT

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Programming in the IoT Arena

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Ethical Hacker: IoT Attacks

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Improving Neural Networks: Data Scaling & Regularization

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ConvNets: Introduction to Convolutional Neural Networks

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Improving Neural Networks: Neural Network Performance Management

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Applied Deep Learning: Unsupervised Data

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Implementing Deep Learning: Practical Deep Learning Using Frameworks & Tools

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Building Neural Networks: Development Principles

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Implementing ML Algorithm Using scikit-learn

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Linear Algebra & Probability: Advanced Linear Algebra

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Data Science Statistics: Applied Inferential Statistics

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Python Unit Testing: Advanced Python Testing Using the unittest Framework

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Conditional Statements & Loops: While Loops in Python

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Functions in Python: Gaining a Deeper Understanding of Python Functions

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