Packt - Regression Modeling with Statistics and Machine Learning in Python

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Packt - Regression Modeling with Statistics and Machine Learning in Python-ZH
English | Size: 804.01 MB
Category: Tutorial

Key Features
Minimal mathematical jargon. The course focuses on teaching you the most important Python data science concepts and packages, including Pandas
Implement clustering and classification models on data
Gain a thorough grounding in data science and understand which models should be used, and when.

What You Will Learn

Harness the power of Anaconda/iPython for practical data science
Read in data into the Python environment from different sources
Implement classical statistical regression modeling techniques such as linear regression in Python
Implement machine learning-based regression modeling techniques such as Random Forests and kNN for predictive modeling
Master neural network- and deep learning-based regression

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