Introduction
What is the data science playbook?
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What you should know for this course
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1. Why Data Science Now?
Recent changes in data science
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Data science for private equity and venture capital
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Barriers to implementing data science
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2. Data Science Steps for Private Equity
Data science in the private equity lifecycle
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Early success with data science
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Using data science to enhance deal sourcing
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Using data science to enhance due diligence
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3. Data Science Postacquisition Playbook
Developing a data science playbook for portfolios
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Which portfolio companies will benefit from data science?
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Which departments will benefit from data science?
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4. Data Science Projects and Machine Learning Applications
Utilizing supervised machine learning applications
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Utilizing unsupervised machine learning applications
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Ex_Files_Data_Science_Playbook_Private_Equity.zip
(114 KB)