Produce Python code to generate machine learning versions including support vector machines, decision tree classifiers, and k-closest neighbors
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Wrangle data, graph plots, and make regression models to predict housing costs with data science Python libraries
Assess the results from simple linear, non-linear, and multiple regression with a data set making use of analysis metrics
This Qualified Certificate is open to everyone with any work and tutorial qualifications. No prior Computer system programming experience is critical, nonetheless, it may be practical to generally be aware of personal computers and high school math.
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Assess the outcome of machine learning styles for predictive get more info analysis, compare their strengths and weaknesses and determine the ideal design
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Reveal proficiency in data science and machine learning techniques using a authentic-world data set and put together a report for stakeholders
Practice generative AI abilities in hand-on labs and tasks by creating and augmenting datasets for distinct use situations
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Self-paced pre-do the job to explore data science fundamentals and prepare to strike the bottom jogging on working day one among class.