Want To Learn Data Science From Scratch? USP Launches Course With Python, Monte Carlo, Regression, And Bayes' Theorem

Want To Learn Data Science From Scratch? USP Launches Course With Python, Monte Carlo, Regression, And Bayes’ Theorem

Written by Ana Alice

Published on 01/10/2025 at 23:07

Updated on 01/10/2025 at 23:08

USP de São Carlos abre curso on-line de ciência de dados com Python, Bayes e Monte Carlo. Inscrições até 31 de outubro. (Imagem: Reprodução/Canva)

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USP de São Carlos Opens Enrollment for Online Data Science Course with 290 Slots, Classes Between November and December and Certificate for Participants Who Complete at Least 75% of the Expected Workload.

The Institute of Mathematical and Computer Sciences at the University of São Paulo (ICMC-USP), in São Carlos, has opened enrollment for the new edition of the online course “Foundations of Probability and Statistics for Data Science”.

There are 290 slots available for the general public, with a fee of R$ 650 and an enrollment deadline of October 31.

The course will have 30 hours of activities between November 10 and December 19, with a certificate for those who complete at least 75% of the workload and the proposed tasks.

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Course Combines Theory and Practice in Data Science

Aimed at beginners, the program does not require prior graduation and was structured to offer an accessible introduction without losing the necessary theoretical foundation.

The proposal is to integrate statistics, probability, and programming, applying the contents to real problems.

Curriculum Focused on Applications

The learning path includes Bayes’ theorem, Monte Carlo simulation, regression, Bayesian inference, and statistical learning theory.

With the support of the Python language, students will be trained to structure models, validate hypotheses, and conduct data analyses from start to finish.

Format of Classes and Certification

The activities combine recorded lectures, practical exercises, and live meetings via Google Meet.

This dynamic ensures flexibility for the student while also promoting interaction with the professors.

The certificate is granted only to those who prove a minimum attendance of 75% and submit the required activities.

Regular Slots and Full Scholarships

Out of the 290 available slots, the majority will be filled on a first-come, first-served basis.

Additionally, there are 30 fee waivers aimed at candidates from low-income backgrounds.

To participate in the scholarship selection, it is necessary to submit income documentation by September 30, through the Apolo System.

Coordination and Pedagogical Proposal

The course is coordinated by Professor Francisco Rodrigues from ICMC-USP.

The methodology aims to bring theory closer to practice, with applied exercises and case studies.

According to the organization, the idea is to provide students with the conditions to advance to more complex paths in data science after completion.

Intensive Schedule

Starting on November 10 and ending on December 19, the total workload of 30 hours will be spread over just over five weeks.

The planning provides for continuous study, combining recorded content and synchronous activities to consolidate learning.

Differentials of the Program

The highlight is the integration of themes that are often presented in a fragmented way in other programs.

By bringing together probability, Bayes, Monte Carlo, and regression in a single course, it offers a comprehensive view of the foundations of data analysis.

How to Secure Your Enrollment

Interested individuals should access the Apolo website to enroll and then make the payment of the fee through the Foundations of Probability and Statistics for Data Science – ICMC/USP – FAFQ website.

In the case of scholarships, the submission of income documentation must also be done via Apolo, within the established deadline.

The confirmation of the slot is subject to the completion of these steps.

Which of these tools do you consider most essential to start your journey in data science: Bayes, Monte Carlo, or regression?

Want To Learn Data Science From Scratch? USP Launches Course With Python, Monte Carlo, Regression, And Bayes’ Theorem

USP de São Carlos Opens Enrollment for Online Data Science Course with 290 Slots, Classes Between November and December and Certificate for Participants Who Complete at Least 75% of the Expected Workload.

Course Combines Theory and Practice in Data Science

Curriculum Focused on Applications

Format of Classes and Certification

Regular Slots and Full Scholarships

Coordination and Pedagogical Proposal

Intensive Schedule

Differentials of the Program

How to Secure Your Enrollment

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Want To Learn Data Science From Scratch? USP Launches Course With Python, Monte Carlo, Regression, And Bayes’ Theorem

USP de São Carlos Opens Enrollment for Online Data Science Course with 290 Slots, Classes Between November and December and Certificate for Participants Who Complete at Least 75% of the Expected Workload.

Course Combines Theory and Practice in Data Science

Curriculum Focused on Applications

Format of Classes and Certification

Regular Slots and Full Scholarships

Coordination and Pedagogical Proposal

Intensive Schedule

Differentials of the Program

How to Secure Your Enrollment

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A British company has installed in the middle of the ocean the world’s first floating platform that generates electricity 24 hours a day from the temperature difference between the surface and the depths of the Atlantic, without relying on wind or sun.

China is building an artificial island in the middle of the sea, covering 20 km², to construct the largest offshore airport in the world, the Dalian Jinzhouwan. This $4.3 billion project is anchored on more than 3,000 pillars embedded in the rock beneath the ocean and is scheduled to open in 2035.

Forget petroleum-based asphalt: a Scottish company transforms 684,000 plastic bottles into one kilometer of road that is 60% more resistant and up to 10 times more durable, and the technology has already started replacing traditional asphalt in more than 30 countries.

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Austrian engineers have developed an inflatable concrete technology that transforms flat slabs into domes using only air pressure, eliminating scaffolding and temporary forms, and potentially changing the way bridges, tunnels, and curved roofs are constructed worldwide.

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