University of California, Irvine
Data Science Fundamentals Specialization

Heat up your career with 40% off top courses from Google, Adobe, and more. Save today.

University of California, Irvine

Data Science Fundamentals Specialization

Gain an overview of data science fundamentals.

Julie Pai

Instructor: Julie Pai

6,707 already enrolled

Included with Coursera Plus

Get in-depth knowledge of a subject
4.3

(153 reviews)

Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.3

(153 reviews)

Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

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 California, Irvine

Specialization - 4 course series

What you'll learn

  • The knowledge and skills needed to work in the data science profession

  • How data science is used to solve business problems

  • The benefits of using the cross-industry standard process for data mining (CRISP-DM)

Skills you'll gain

Category: Predictive Analytics
Category: Data Science
Category: Data Mining
Category: Business Intelligence
Category: Data-Driven Decision-Making
Category: Business Analytics
Category: Data Literacy
Category: Small Data
Category: Big Data
Category: Data Analysis
Category: Descriptive Analytics
Category: Analytics
Category: Data Processing
Category: Data Ethics

What you'll learn

  • The application of predictive modeling to professional and academic work

  • Applications of classification analysis: decision trees

  • Applications of regression analysis (linear and logistic)

Skills you'll gain

Category: Predictive Modeling
Category: Regression Analysis
Category: Classification And Regression Tree (CART)
Category: Predictive Analytics
Category: Supervised Learning
Category: Decision Tree Learning
Category: Statistical Analysis
Category: Data Analysis
Category: Time Series Analysis and Forecasting
Category: Statistical Modeling
Category: Forecasting
Category: Machine Learning
Category: Unsupervised Learning

What you'll learn

  • Cluster analysis and segmentation

  • Collaborative filtering and market basket analysis

  • Applications of classification- and regression-type prediction models

Skills you'll gain

Category: Correlation Analysis
Category: Unsupervised Learning
Category: Regression Analysis
Category: Data Mining
Category: Anomaly Detection
Category: Machine Learning
Category: Classification And Regression Tree (CART)
Category: Statistical Modeling
Category: Supervised Learning
Category: Predictive Modeling
Category: AI Personalization
Category: Market Analysis
Category: Statistical Analysis
Category: Scatter Plots
Category: Data Analysis
Category: Probability & Statistics
Category: Predictive Analytics
Category: Cross Selling

What you'll learn

  • Applications of natural language processing

  • Basics of social media analytics

  • Future trends and possibilities in data science

Skills you'll gain

Category: Natural Language Processing
Category: Machine Learning Methods
Category: Unstructured Data
Category: Predictive Modeling
Category: Internet Of Things
Category: Geospatial Information and Technology
Category: Deep Learning
Category: Social Media
Category: Business Intelligence
Category: Analytics
Category: Cloud Computing
Category: Big Data
Category: Text Mining
Category: Data Analysis

Earn a career certificate

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

Instructor

Julie Pai
5 Courses17,064 learners

Offered by

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
Coursera Plus

Open new doors with Coursera Plus

Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions