Whether you are new to the world of machine learning or have been working in the industry for some time, having the key information and resources available at your fingertips can be both time-saving and incredibly helpful. To help you find the essentials for machine learning, we’ve compiled cheat sheets for Python, math, and algorithms so you can quickly find the resources that cover everything from basic math to some of the more complex and even unexplored aspects of machine learning.
Cheat Sheets for Machine Learning Python and Maths ( 2018)
Cheat sheets are excellent tools to help you quickly get to the bottom of a particular problem – they provide a visual representation of topics, giving you a quick snapshot of essential knowledge and syntax. In machine learning especially, cheat sheets are an efficient way to take a look at some of the trickier areas such as working with data, algorithms, toolkits, and packages. With quick access to all these topics, cheat sheets are a great way to get heads up on the newest topics in machine learning, as well as the key concepts you need to know in order to get the most out of your work.
Neural Networks 4: McCulloch, Pitts neuron – YouTube
Neural networks are an important part of the machine learning landscape and McCulloch and Pitts neuron is a key concept in understanding them. McCulloch and Pitts developed their algorithm as a way to model the behavior of neurons in the brain. This neuron-based learning architecture inspired the development of modern neural networks and has become a foundational concept for understanding deep learning. In this video, we describe the workings of this classic model, explain how it works and explore its application in today’s field of machine learning.
Whether you are just getting started with machine learning or simply looking for a refresher, these resources provide essential information on the topics you need to know: Python, math, and algorithms. With cheat sheets and resources such as these, you can quickly get a handle on complex topics and master the necessary information in no time. So take advantage of these cheat sheets and dive a little deeper into the world of machine learning!
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