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Occupational Classifications: A Machine Learning Approach — by Akina Ikudo, Julia Lane, Joseph Staudt, Bruce Weinberg

September 4, 2018 Bilal 0

Occupational Classifications: A Machine Learning Approach — by Akina Ikudo, Julia Lane, Joseph Staudt, Bruce Weinberg https://ift.tt/2LY5qaY Occupational Classifications: A Machine Learning Approach NBER Working Paper No. 24951 Issued in August 2018 NBER Program(s):Labor Studies Characterizing the work that people do on their jobs is a longstanding and core issue in labor economics. Traditionally, classification has been done manually. If it were possible to combine new computational tools and administrative wage records to generate an automated crosswalk between job titles and occupations, millions of dollars could be saved in labor costs, data processing could be sped up, data could become […]

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Machine learning environment setup within 10min!!! – Noteworthy – The Journal Blog

September 3, 2018 Bilal 0

Machine learning environment setup within 10min!!! – Noteworthy – The Journal Blog https://ift.tt/2MJHLQK One of the main problems of machine learning part is installing software because we need to research algorithm, framework and software library for identifying suitable technology for our application. Installing new software’s & libraries takes some time.We may also face some issues during the setup process. To overcome these problems we ought for some technique, which is a docker environment. Why Docker for machine learning??? Docker will take care of below issues. Issues 1: Most of the Machine learning application is running with third -party library and software. […]

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How to Start in Machine Learning and Data Science

September 3, 2018 Bilal 0

How to Start in Machine Learning and Data Science https://ift.tt/2MFM92X Today, when you are a beginner in Machine Learning and Data Science, it’s easy to get lost. There’s so much to know, so many articles, tutorials, how-tos, algorithms, problems, libraries, frameworks, programming languages. Where should you start from? In this post, we share the best advice people of semanti.ca could give to a beginner in Machine Learning and Data Science. Online Courses In 2010s, the best way to learn about anything in computer science is through online courses. Most online courses are free to watch. However, you usually have to […]