$1,080 – $1,350

Data Sci 209: Fundamentals of Machine Learning and Regression Analysis

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295 Madison Ave

35th Floor

New York, NY 10017

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Our Data Science Mini-Courses are available in flexible, part-time formats for those who may want to learn specialized topics, or only get their feet wet rather than take our full bootcamp.Students can sign-up for our mini-courses in 12, 16 and 20 hour formats. Courses are organized by level with 100 being beginner levels. Women and veterans receive 20% off all “mini-courses.”

Data Sci 209: Fundamentals of Machine Learning and Regression Analysis

Machine Learning and Prediction Analysis are at the heart of many leading technology companies, including Google, Facebook and Amazon. Over three weeks, you’ll learn the fundamentals of machine learning and further your knowledge of the field with Regression Analysis. A proficiency in either Python or R, or, at least a basic statistics background is recommended.

Topics include:

  • Intro to ML (supervised vs unsupervised, training vs test data, etc)
  • Fitting
  • Covariance & Correlation Coefficient
  • Simple Linear Regression
  • Hypothesis Testing
  • Parameter Estimation
  • Confidence Intervals
  • Prediction Analysis
  • Multiple Linear Regression
  • Weighted Least Squares
  • Correlation Errors
  • Logistic Regression

Prerequisite: Data Sci 101 or Data Sci 109

Start Date: July 3, 2017

Schedule: Monday & Thursday, 6:00pm - 9:00pm

* On holidays classes will be held the following day),

Total In-Class Hours: 18

*Please contact us for alternative payment methods at info@byteacademy.co or call 646 500 8608, M-F, 10am-6pm.

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295 Madison Ave

35th Floor

New York, NY 10017

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