Data Science: Probability faq

star-rating
3.5
learnersLearners: 1,040
instructor Instructor: Rafael Irizarry instructor-icon
duration Duration: 2.00 duration-icon

This course introduces the fundamentals of probability theory and its application to data science. Learn how to use random variables, independence, Monte Carlo simulations, expected values, standard errors, and the Central Limit Theorem to analyze data affected by chance. Gain the skills to conduct statistical tests and understand the risk of securities sold by financial institutions. This course is essential for data scientists and online learners.

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Course Feature Course Overview Course Provider Discussion and Reviews
Go to class

Course Feature

costCost:

Free

providerProvider:

Edx

certificateCertificate:

Paid Certification

languageLanguage:

English

start dateStart Date:

19th Apr, 2023

Course Overview

❗The content presented here is sourced directly from Edx platform. For comprehensive course details, including enrollment information, simply click on the 'Go to class' link on our website.

Updated in [May 25th, 2023]

What skills and knowledge will you acquire during this course?
The course "Data Science: Probability" will provide you with valuable skills and knowledge in probability theory. The course aims to address the circumstances surrounding the financial crisis of 2007-2008, where the underestimation of risk in certain securities led to the crisis. To comprehend this complex event, it is necessary to grasp the basics of probability. The course will cover important concepts such as random variables, independence, Monte Carlo simulations, expected values, standard errors, and the Central Limit Theorem. These statistical concepts are crucial for conducting statistical tests on data and determining whether the observed data is likely due to an experimental method or chance.

How does this course contribute to professional growth?
The course "Data Science: Probability" contributes to professional growth by providing valuable concepts in probability theory. The course aims to address the circumstances surrounding the financial crisis of 2007-2008, where the underestimation of risk in securities sold by financial institutions played a significant role. To comprehend this complex event, a foundational understanding of probability is necessary. The course covers essential concepts such as random variables, independence, Monte Carlo simulations, expected values, standard errors, and the Central Limit Theorem. These statistical concepts are crucial for conducting statistical tests on data and determining whether the observed data is likely due to an experimental method or chance. Probability theory serves as the mathematical basis for statistical inference, which is indispensable for analyzing data influenced by chance, making it essential for data scientists.

Is this course suitable for preparing further education?
The course "Data Science: Probability" is suitable for preparing further education.

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faq FAQ for Statistics & Probability Courses

Q1: What online learning opportunities are available in this course?

This course provides a comprehensive overview of data science probability, including online learning opportunities such as lectures, tutorials, and interactive activities. You will gain a better understanding of the fundamentals of probability and how to apply them to data science. Additionally, you will have the opportunity to practice your skills through hands-on exercises and projects.

Q2: Does the course offer certificates upon completion?

Yes, this course offers a free certificate. AZ Class have already checked the course certification options for you. Access the class for more details.

Q3: How do I contact your customer support team for more information?

If you have questions about the course content or need help, you can contact us through "Contact Us" at the bottom of the page.

Q4: Can I take this course for free?

Yes, this is a free course offered by Edx, please click the "go to class" button to access more details.

Q5: How many people have enrolled in this course?

So far, a total of 1040 people have participated in this course. The duration of this course is 2.00 hour(s). Please arrange it according to your own time.

Q6: How Do I Enroll in This Course?

Click the"Go to class" button, then you will arrive at the course detail page.
Watch the video preview to understand the course content.
(Please note that the following steps should be performed on Edx's official site.)
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Once in the cart, select the course you want and click "Enroll."
Edx may offer a Personal Plan subscription option as well. If the course is part of a subscription, you'll find the option to enroll in the subscription on the course landing page.
If you're looking for additional Statistics & Probability courses and certifications, our extensive collection at azclass.net will help you.

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