Packt – Regression Modeling with Statistics and Machine Learning in Python


Packt – Regression Modeling with Statistics and Machine Learning in Python

Packt – Regression Modeling with Statistics and Machine Learning in Python-ZH | 804.01 MB


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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