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