Data Science Companion
The Data Science Companion provides an introduction to data science. You will gain a quick background in data science and core machine learning concepts, such as regression and classification. You’ll be introduced to the practical knowledge of data processing and visualization using low-code solutions, as well as an overview of the ways to integrate multiple tools effectively to solve data science problems. You will then leverage cloud resources from Amazon Web Services to scale data processing and accelerate machine learning model training.
Monthly Subscription Starting at AED 99 + VAT
- Level Foundation
- المدة 2 ساعات hours
- الطبع بواسطة MathWorks
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Offered by
عن
The Data Science Companion provides an introduction to data science. You will gain a quick background in data science and core machine learning concepts, such as regression and classification. You’ll be introduced to the practical knowledge of data processing and visualization using low-code solutions, as well as an overview of the ways to integrate multiple tools effectively to solve data science problems. You will then leverage cloud resources from Amazon Web Services to scale data processing and accelerate machine learning model training. By the end of this short course, you will have a high-level understanding of important data science concepts that you can use as a foundation for future learning.الوحدات
Videos
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5
Videos
5
Videos
- Why Do You Need Data Science?
- Introduction to Regression
- Evaluating Regression Models
- Introduction to Classification
- Evaluating Classification Models
Videos
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3
Videos
3
Videos
- Handling Missing Data
- Plotting Geographic Data on Maps
- Performing Group Calculations
Videos
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2
Videos
2
Videos
- Using MATLAB with Python
- Importing Spreadsheets with MATLAB
Videos
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3
Videos
3
Videos
- Cloud Computing for Engineers and Scientists
- Using Cloud Resources for Processing Data with MATLAB
- Machine Learning with Parallel Computing
Final Knowledge Check
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1
Assignment
1
Assignment
- Final Knowledge Check
Auto Summary
The Data Science Companion course offered by Coursera provides a foundational introduction to data science and core machine learning concepts like regression and classification. Learners will explore data processing, visualization using low-code solutions, and effective tool integration. The course also covers leveraging Amazon Web Services for scaling data processing and accelerating machine learning. Ideal for beginners, this 120-minute course is available through Starter and Professional subscriptions.
MathWorks Instructors