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Packt Data Science and Machine Learning with Python
Perform data mining and Machine Learning efficiently using Python and Spark
Date released : September 21, 2016
Course Length : 8 hour 52 minutes
Included Code Files
Language : English
Size : 5,47 Gb
The job of a data scientist is one of the most lucrative jobs out there today – it involves analyzing large amounts of data, and gathering actionable business insights from it using a variety of tools. This course will help you take your first steps in the world of data science, and empower you to conduct data analysis and perform efficient machine learning using Python. Gain value from your data using the various data mining and data analysis techniques in Python, and develop efficient predictive models to predict future results. You will also learn how to perform large-scale machine learning on Big Data using Apache Spark. You don’t have to be an expert coder in Python to get the most out of this course – just a basic programming knowledge of Python is sufficient.
What You Will Learn
Learn how to clean your data and ready it for analysis
Implement the popular clustering and regression methods in Python
Train efficient machine learning models using Decision Trees and Random Forests
Visualize the results of your analysis using Python’s Matplotlib library
Visualize the results of your analysis using Python’s Matplotlib library
