Howard University
Linear Algebra for Data Science Using Python Specialization
Howard University

Linear Algebra for Data Science Using Python Specialization

MOUSSA DOUMBIA
Dennis Davenport

Instructors: MOUSSA DOUMBIA

Sponsored by FutureX

2,180 already enrolled

Get in-depth knowledge of a subject
4.4

(27 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
4.4

(27 reviews)

Beginner level

Recommended experience

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

What you'll learn

  • Use Python to solve vector equations

  • Apply linear algebra concepts such as the inverse of a matrix, row reduction, and eigenvalues and eigenvectors

  • Use regression models

  • Apply linear algebra to analyze data, create, and make predictions based off of a regression model

Details to know

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Taught in English

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  • Develop a deep understanding of key concepts
  • Earn a career certificate from Howard University
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Specialization - 4 course series

Introduction to Linear Algebra and Python

Course 112 hours4.3 (15 ratings)

What you'll learn

Skills you'll gain

Category: Advanced Mathematics
Category: Linear Algebra
Category: Mathematics and Mathematical Modeling
Category: Python Programming
Category: Mathematical Modeling
Category: NumPy
Category: Applied Mathematics
Category: Jupyter
Category: Statistics
Category: Matplotlib
Category: Data Analysis
Category: Computer Science
Category: Peer Review
Category: Computer Programming
Category: Data Science
Category: Data Visualization

Fundamental Linear Algebra Concepts with Python

Course 210 hours4.4 (15 ratings)

What you'll learn

Skills you'll gain

Category: Advanced Mathematics
Category: Linear Algebra
Category: Mathematics and Mathematical Modeling
Category: Statistics
Category: Mathematical Modeling
Category: Applied Mathematics

What you'll learn

Skills you'll gain

Category: Statistical Methods
Category: Regression Analysis
Category: Statistical Modeling
Category: Statistics
Category: Analytics
Category: Data Analysis
Category: Statistical Analysis
Category: Mathematical Modeling
Category: Probability & Statistics
Category: Data Science
Category: Predictive Analytics
Category: Predictive Modeling
Category: Linear Algebra
Category: Advanced Analytics
Category: Applied Mathematics
Category: Advanced Mathematics
Category: Mathematics and Mathematical Modeling
Category: Business Analytics
Category: Probability

What you'll learn

Skills you'll gain

Category: Linear Algebra
Category: Data Analysis
Category: Data Engineering
Category: Predictive Analytics
Category: Statistical Modeling
Category: Advanced Analytics
Category: Statistical Methods
Category: Regression Analysis
Category: Mathematical Modeling
Category: Business Analytics
Category: Statistical Analysis
Category: Probability & Statistics
Category: Dimensionality Reduction
Category: Data Transformation
Category: Analytics
Category: Data Wrangling
Category: Predictive Modeling
Category: Statistics
Category: Mathematics and Mathematical Modeling
Category: Data Science

Instructors

MOUSSA DOUMBIA
Howard University
4 Courses4,987 learners

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