Data Science Bootcamp

Comprehensive introduction to data science and machine learning in Python. This Coding Bootcamp is delivered in partnership with Coding Dojo.

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Course details

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location icon Location Online

cost icon Cost

$12,820

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Registration details

Data Science Bootcamp

Comprehensive introduction to data science and machine learning in Python. This Coding Bootcamp is delivered in partnership with Coding Dojo.

What you’ll be able to do — competencies

  • Develop applicable understanding of the Data Science process and how to use the methodologies and tools to solve real-world problems.
  • Establish a foundation for an end-to-end data science process: (1) data preparation, (2) data analysis, (3) data modeling & machine learning, and (4) data visualization.
  • Put data science learning to practice through course assignments and a final project for your e-portfolio

Course Description

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Establish a foundation of the concepts and technologies behind modern Data Science and work on real data sets and problems to put your learning into practice. This is a modern and comprehensive introduction to data science and machine learning in Python. After completing the course, students will have a work-applicable understanding of the data science process and how to use the methodologies and tools to solve real world problems.

Prerequisites

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None

Recommended

  • Working experience with basic Python programming, professionally or as a hobby
  • Experience or a strong interest in solving complex problems through data analysis and data science
  • Familiarity with linear Algebra
  • Complete prep-work before day-1 of class

Syllabus

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Data Prep w/ Python & DS Libraries

  • Learn the many ways of preparing and cleaning data with Python and scientific libraries, such as Pandas and Numpy
  • Technologies: Python, Pandas, and Numpy

Data Analysis & Scientific Visualization

  • Analyze, explore, and visualize large data sets in the same way that real Data Scientists do on the job.
  • Technologies: Matplotlib and Seaborn

Foundations of Data Modeling & Machine Learning

  • Build statistical models — regression and classification — that generate usable information from raw data. Apply decision trees and random forests to your data modeling via SciKit-Learn, a machine learning library utilizing Python.
  • Technologies: SciKit-Learn

Data Visualization & Project Week – Build, Deliver, and Present

  • Put your learning from the last 3 weeks to the test and present/visualize a large-scale Data Science project.
  • Technologies: Bokeh

Next available start dates

Online — Days

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Data Science Bootcamp
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Total classroom hours

32 hours

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Schedule

Online

Days, 4:00 PM - 5:00 PM, 32 T Th - 9/12/2022 - 1/15/2023
No class 11/21, 11/23, 12/26, 12/28 and 1/2

Quarter: Fall

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Total cost

$12,820

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Instructor: Technology Programs Staff

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Notes

Required tools: personal computer/laptop, dedicated internet broadband connection and web browser (Firefox or Chrome)

Online — Days

Registration open expand drawer icon collaspe drawer icon
Data Science Bootcamp
hours icon

Total classroom hours

32 hours

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Schedule

Online

Days, 4:00 PM - 5:00 PM, 32 M W - 10/10/2022 - 2/12/2023
No class 11/21, 11/23, 12/26, 12/28, 1/2 and 1/16

Quarter: Fall

cost icon

Total cost

$12,820

instructor icon

Instructor: Technology Programs Staff

notes icon

Notes

Required tools: personal computer/laptop, dedicated internet broadband connection and web browser (Firefox or Chrome)

Online — Days

Registration open expand drawer icon collaspe drawer icon
Data Science Bootcamp
hours icon

Total classroom hours

32 hours

schedule icon

Schedule

Online

Days, 4:00 PM - 5:00 PM, 32 T Th - 11/7/2022 - 3/12/2023
No class 11/21, 11/23, 12/26, 12/28, 1/2, 1/16 and 2/20

Quarter: Fall

cost icon

Total cost

$12,820

instructor icon

Instructor: Technology Programs Staff

notes icon

Notes

Required tools: personal computer/laptop, dedicated internet broadband connection and web browser (Firefox or Chrome)

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