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Introduction to Machine Learning - Beginners Guide with Python and Scikit Learn
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In this 2 hours tutorial, we will discuss everything that you need to learn as a beginner in the field of Machine Learning. This is totally FREE and anyone can join. This tutorial targets School goers, Undergraduates, Professionals, and anyone interested in Artificial Intelligence, Machine Learning, Deep learning, or any related fields and beginners in the field.
First I will introduce you to the concepts of Artificial Intelligence, Machine Learning, Deep Learning, and their differences. Then we will discuss Machine Learning Algorithms and how they work. Thereafter how to apply real-world problems to Machine Learning algorithms, how to Train and Evaluate Machine Learning algorithms, and finally how to use trained Machine Learning algorithms to obtain real-time predictions. In the last part of the tutorial, we will train, evaluate, and test a machine learning algorithm practically using Python and some other contributed modules.
You can complete the workshop comfortably if you have the basic programming knowledge in any programming language. We will code in Jupyter notebook in anaconda distribution, so you can download anaconda and keep it installed in your computer before the workshop
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