Data science and Machine learning have become buzzwords that swept the world by storm. They say that data scientist is one of the sexiest job in the 21st century, and machine learning online courses can be found easily online, focusing on fancy machine learning models such as random forest, state vector machine and neural networks.Continue reading “Step by step guide to Data Science with Python Pandas and scikit-learn #4: Interpreting and Improving a Model”
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Step by step guide to Data Science with Python Pandas and scikit-learn #3: Applying Machine Learning Pipeline
This is part 3 of a 4 part tutorial which provides a step-by-step guide in addressing a data science problem with machine learning, using the complete data science pipeline and python pandas and scikit-learn as a tool, to analyse and covert data into useful information that can be used by a business. In this thirdContinue reading “Step by step guide to Data Science with Python Pandas and scikit-learn #3: Applying Machine Learning Pipeline”
Step by step guide to machine learning with Python Pandas and scikit-learn #2: What you can achieve without Machine Learning
This is part 2 of a 4 part tutorial which provides a step-by-step guide in addressing a data science problem with machine learning, using the complete data science pipeline and python pandas and scikit-learn as a tool, to analyse and covert data into useful information that can be used by a business. Just to recap,Continue reading “Step by step guide to machine learning with Python Pandas and scikit-learn #2: What you can achieve without Machine Learning”
Step by step guide to machine learning with Python Pandas and scikit-learn #1: Understanding, Loading and Cleaning of Data
Data science and Machine learning has become buzzwords that swept the world by storm. They say that data scientist is one of the sexiest job in the 21st century, and machine learning online courses can be found easily online, focusing on fancy machine learning models such as random forest, state vector machine and neural networks.Continue reading “Step by step guide to machine learning with Python Pandas and scikit-learn #1: Understanding, Loading and Cleaning of Data”
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