Data Science Companion
Learn essential data science concepts, from machine learning basics to cloud computing, using MATLAB and Python with AWS integration.
Learn essential data science concepts, from machine learning basics to cloud computing, using MATLAB and Python with AWS integration.
This introductory course provides a foundational understanding of data science concepts and practical applications. Students learn core machine learning principles including regression and classification, data processing techniques, and visualization using low-code solutions. The curriculum covers tool integration between MATLAB and Python, and leverages AWS cloud resources for scaled data processing and accelerated machine learning model training, making it ideal for beginners seeking a comprehensive overview of data science.
Instructors:
English
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What you'll learn
Master core machine learning concepts
Perform data processing and visualization
Integrate MATLAB with Python effectively
Leverage AWS cloud resources
Understand regression and classification
Implement low-code data science solutions
Skills you'll gain
This course includes:
91 Minutes PreRecorded video
1 assignment
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
Top companies offer this course to their employees
Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.
There are 4 modules in this course
The course is structured in four modules covering essential aspects of data science. It begins with fundamental concepts in machine learning, progresses through low-code solutions for data processing and visualization, explores tool integration between MATLAB and Python, and concludes with cloud computing applications using AWS for scaled data processing and machine learning.
Background
Module 1 · 35 Minutes to complete
Low Code Solutions
Module 2 · 22 Minutes to complete
Integrating with Other Tools
Module 3 · 14 Minutes to complete
Scaling to the Cloud
Module 4 · 40 Minutes to complete
Fee Structure
Payment options
Financial Aid
Instructor
Experts in Data Science and Systems Engineering
MathWorks offers a variety of courses on Coursera, focusing on data science and systems engineering. The courses are developed by experienced instructors such as Erin Byrne, who has a background in applied mathematics and engineering, and Brandon Armstrong, who specializes in physics and data analysis. Their expertise ensures that learners receive high-quality education that combines theoretical knowledge with practical applications.Courses are designed to accommodate different learning styles, providing hands-on exercises, step-by-step instructions, and access to MATLAB for real-world applications. This structure enables learners to effectively grasp complex concepts and apply them in their professional environments.
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Frequently asked questions
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