Homomorphic and privacy encryption course in AI models

Institución Educativa
Mode On-line
Duration 200 hours
Languages Spanish
260
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Plan de estudios

Summary

In the current era, where data is new oil and artificial intelligence (AI) drives innovation, the privacy of data has become a critical concern. The growing adoption of AI models in the cloud and with sensitive data underlines the need for technologies that allow processing without exposing the original information. Homomorphic encryption emerges as a revolutionary solution, allowing calculations directly on encrypted data without deciphering them. The homomorphic and privacy encryption course in AI models addresses the demand of experts, capable of implementing AI solutions that guarantee privacy, crucial in sectors such as health or finance.

Goals

- Identify homomorphic encryption applications in AI. - Understand the principles of homomorphic encryption. - Apply homomorphic encryption schemes to data. - Integrate homomorphic encryption into Machine Learning models. - Evaluate the impact of privacy on the design of AI. - Develop AI solutions that protect confidentiality.

Professional exits

Professional outputs of the homomorphic encryption and privacy course in AI models include roles in Machine Learning engineering with privacy specialization, applied cryptography, Safe solutions architecture, and privacy consulting and data protection. This training opens doors in technology companies, financial institutions ..., among others.

To prepare you

When completing the homomorphic and privacy encryption course in AI models, students will be able to design and implement AI models that operate on encrypted data, guaranteeing privacy and information security. Skills will be acquired to select the appropriate homomorphic encryption scheme, integrate it into working flows of Machine Learning and evaluate its performance and safety.

Who is it addressed

The homomorphic encryption and privacy course in AI models is aimed at Machine Learning professionals, data science, research in AI, cybersecurity, software development and privacy, with interest in data protection in artificial intelligence environments. It is ideal for those who seek to deepen homomorphic encryption techniques and their application.

Methodology

Our methodology combines technology, pedagogy and empathy for a tailored learning.

You mark the rhythm, you decide the way and an artificial intelligence accompanies you to learn better, with meaning and purpose.

Realized personalized learning

Your style, interest and level define the route. You are the starting point.

Constructivism in action

Explore, experience and apply. Learning means understanding, not memorizing.

He who accompanies you, not who directs you

Phia, our artificial intelligence assistant guides you without limiting your autonomy.

Evaluation without pressure

Continuous and adaptive feedback. Because learning is a process, not a figure.

Certificación

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Degree issued by Educa Open, specialized center in training in various technological areas

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Scholarships

EDUCAHUB Scholarships

Make your most accessible training: Finish 0% interest and get personalized scholarships.

In Eduahub we believe that education must be available to everyone. Therefore, we offer a scholarship plan that facilitates your access to practical, current and quality training, eliminating economic barriers.

-25%

Alumni Scholarship: For former students of Eduahub.

-20%

Unemployment scholarship: if you prove to be unemployed.

-20%

Numerous family scholarship: for families with 3 or more children.

-20%

Disability scholarship: For people with disabilities ≥33%.

-15%

Emprende Scholarship: For self -employed that accredit your activity.

-15%

Scholarship recommends: If you come recommended by an alumnus.

-15%

Group scholarship: For joint inscriptions of 3 or more people.

An entire educational universe, on a single platform.

An intuitive environment that guides you to form autonomously and with purpose.

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Learn at your pace

Courses, masters and official degrees. 100% online, flexible and at your pace.

Access from anywhere

Available 24/7 on mobile, tablet or PC. You decide when and how to train.

Phia, your mentor ia

It challenges you, motivates you and customizes your path. Learn with a guide that evolves with you.

LX One Plus: Without limit formation

Unlock soft skills, languages and more. Advances towards integral and continuous formation.