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This course introduces you to the basics of Python. Its a course for beginners and helps you grow without even a developer background.
This course is really comprehensive. We'll start with a crash course in the Python programming language and a review of basic statistics and probability; but then we've got about 70 different topics to cover in data mining, AI and machine learning including Bayes Theorem, regressions, clustering techniques, experimental design, decision trees and much more; and we'll build real neural networks using Tensorflow and Keras.
Finally a Python tutorial for programmers! Watch this Python crash course to learn Python fast.
Master the basics of data analysis by manipulating common data structures such as vectors, matrices, and data frames.
It's about learning those tools that are has for your disposal and actually knowing and learning how to apply them. And moreover practicing those application to have lots of different exercises. We're going to be analyzing whether trends we're going to be cleaning data we're going to be looking at different data on machine maintenance so lots of different projects from different worlds of analytics and they will allow us to see how to apply those advanced skills in the real world. And of course we're going to have lots of fun along the way.
Understanding regression modelling.