University of Colorado Boulder
Vital Skills for Data Science Specialization
University of Colorado Boulder

Vital Skills for Data Science Specialization

Gain Exposure to Key Data Science Areas. Gain professional knowledge in the field of Data Science and learn applicable skills in Cybersecurity and Ethics.

Al Pisano
Bobby Schnabel
Danielle Szafir

Instructors: Al Pisano

Included with Coursera Plus

Get in-depth knowledge of a subject

(65 reviews)

Intermediate level

Recommended experience

2 months at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject

(65 reviews)

Intermediate level

Recommended experience

2 months at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers

What you'll learn

  • Identify applications of Data Science.

  • Identify the steps of the Data Science process and apply them with real world data.

  • Discuss privacy concerns.

Overview

What’s included

Shareable certificate

Add to your LinkedIn profile

Taught in English
11 practice exercises

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from University of Colorado Boulder

Specialization - 4 course series

What you'll learn

  • By taking this course, you will be able explain what data science is and identify the key disciplines involved.

  • You will be able to use the steps of the data science process to create a reproducible data analysis and identify personal biases.

  • You will be able to identify interesting data science applications, locate jobs in Data Science, and begin developing a professional network.

Skills you'll gain

Data Ethics, Data Science, Applied Mathematics, Data Presentation, Statistics, Exploratory Data Analysis, Data Analysis, Data Visualization, Computer Science, Data Storytelling, Statistical Reporting, Technical Communication, and Data-Driven Decision-Making

What you'll learn

  • Learners will be able to Identify and manage ethical situations that may arise in their careers.

  • Learnerrs will be able to apply ethical frameworks to help them analyze ethical challenges.

  • Learners will be familiar with key applications of data science that are commonly  linked to ethical issues.

Skills you'll gain

Data Ethics, Responsible AI, Information Privacy, Ethical Standards And Conduct, Data Security, Case Studies, Diversity Awareness, Medical Privacy, Artificial Intelligence, Data Science, Machine Learning Algorithms, Algorithms, and Healthcare Ethics

What you'll learn

  • Characterize the CIA principles and use them to classify a variety of cyber scenarios.

  • Identify and disseminate vulnerabilities in the data security space- social (human) and technical (digital).

  • Distinguish ethical boundaries of hacking and its applications.

  • Explore professional cybersecurity networks and connect with experts from the field.

Skills you'll gain

Human Factors (Security), Data Security, Security Controls, Information Privacy, Cyber Attacks, Data Ethics, Cryptography, Technical Communication, Risk Analysis, Computer Security Incident Management, Security Awareness, Communication, Threat Modeling, Authentications, Cybersecurity, Authorization (Computing), and Problem Solving

What you'll learn

  • Develop a toolkit for exploring and communicating complex data using visualization

  • Produce basic data visualizations using a chosen dataset

  • Compare methods for visualizing data and understand how these methods may guide users towards different conclusions

  • Evaluate how effectively a visualization conveys target data

Skills you'll gain

Interactive Data Visualization, Data Visualization Software, Data Storytelling, Visualization (Computer Graphics), User Centered Design, Design Elements And Principles, Statistical Visualization, Usability Testing, User Research, Infographics, Scientific Visualization, Human Computer Interaction, and Usability

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Build toward a degree

This Specialization is part of the following degree program(s) offered by University of Colorado Boulder. If you are admitted and enroll, your completed coursework may count toward your degree learning and your progress can transfer with you.¹

 

Instructors

Al Pisano
University of Colorado Boulder
1 Course4,660 learners
Bobby Schnabel
University of Colorado Boulder
5 Courses7,783 learners
Danielle Szafir
University of Colorado Boulder
1 Course8,104 learners

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