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Our Specialized Certificate in Data Mining for Advanced Analytics provides you with the skills to design, build, verify, and test predictive data models to make data-driven decisions in any industry.

Modern databases can contain massive amounts of data. Within this data lies important information that can only be effectively analyzed using data mining. Data mining tools and techniques can predict future trends and behaviors, allowing individuals and organizations to make proactive, knowledge-driven decisions.

Newly updated with additional data sets, a robust practicum course, a survey of popular data mining tools, and additional algorithms, in this program you will use real-life data sets from various industries to complete data mining projects. You will learn to plan and execute all the steps of data preparation, analysis, learning and modeling, and identifying the predictive/descriptive model that produces the best evaluation scores. Targeted elective courses allow you to learn further in-demand techniques, tools, and languages.


Program Benefits
  • Comprehensive hands-on training in immediately applicable skills
  • Industry-neutral curriculum allows you to apply knowledge to your field of interest
  • All courses can be taken online
  • Can be completed in only one year
  • Taught by leading industry practitioners

Key Program Topics
  • Model training, testing, and evaluation
  • Decision tables and trees
  • Classification rules
  • Association rules
  • Bayesian learning
  • Numeric prediction
  • Clustering
  • Ensemble learning
  • Artificial neural networks
  • Hidden Markov models
  • Support vector machines

Demand and Job Prospects
  • According to Burning Glass, more than 70% of individuals in jobs requiring the skills taught in this program make more than $75,000 per year nationwide
  • Data Analyst or Statistical Modeler (Statistician) is an O*NET “Bright Outlook” job: a new and emerging role in a high growth industry, and expected to grow at a much faster than average rate
  • According to Burning Glass, top companies nationwide hiring individuals possessing the skills taught in this program in the past year include Accenture, Amazon, JP Morgan Chase, Oracle, Anthem Blue Cross, Deloitte, UnitedHealth, Microsoft, Booz Allen Hamilton, Bank of America, Verizon, Intel, and Apple

Who Will Benefit
  • Individuals wanting to grow their data analysis skills by learning predictive and prescriptive analytics skills
  • Individuals seeking a position as a data analyst, statistical modeler, or machine learning engineer in any industry
  • Software development engineers, systems engineers, financial analysts, software developers, solutions architects, marketing analysts, application engineers, or other roles which make use of large amounts of data
  • Anyone interested in learning high-demand data analytics, predictive analytics, and machine learning skills

At a Glance
  • Number of courses: Five or six courses (one prerequisite [can be waived], four required, and one elective)
  • Total units: 13-17
  • Estimated cost: $4,544
  • Time to complete: At least one year; most students complete the program in one year and three months
  • Delivery: All courses offered online


For more information about this program, please contact unex-techdata@ucsd.edu.
 

APPLY NOW

There will be a $95 fee upon acceptance into the program

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There will be a $95 fee upon
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