3 Courses and Certifications

Facebook Free Courses & Certifications

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Certificate

Secure and Private AI

With the need for accessing personal data increasing, it is essential for you to excel in protecting user privacy. While there are umpteen privacy use cases unsolved, in recent years, privacy-preserving technologies have developed. The Secure and Private AI certification course introduces you to three groundbreaking privacy-preserving technologies, including differential privacy, federated learning, and encrypted computation.

You will also master the usage of OpenMined's PySyft and deep learning tools such as PyTorch. These offer distributed and cryptographic technologies for safely training Artificial Intelligence (AI) based models on distributed private data. You can also participate in Facebook’s Secure and Private AI Scholarship Challenge. It will help you enrol in the Secure and Private AI training and win the Deep Learning or Computer Vision Nanodegree programme scholarship.

Secure and Private AI programme from Facebook is an advanced-level free course. It runs for nearly two months and provides rich learning content, interactive quizzes, a self-paced learning approach, and industry professionals’ mentorship. Besides, you will learn by doing exercises.  

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2 Months
Expert
Free
Skills Covered:
Knowledge of Artificial Intelligence

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Certificate

Intro to Deep Learning with PyTorch

There is no doubt that the AI revolution is being driven by deep learning. Machine learning and AI are gaining popularity as it helps make data-driven business decisions. With a deep understanding of AIML, you can take your business to an all-new level.  PyTorch makes it convenient to build applications used for deep learning. The programme will teach you how to build and train deep neural networks using Pytorch. This practical experience would hone your skills to use them in your personal projects. 

Intro to Deep Learning with PyTorch online course explores how to use PyTorch using coding exercises and projects. This will help you implement state-of-the-art AI applications such as text generation and style transfer.  This is a free course that offers instructional videos, interactive quizzes, and self-paced learning. 

Intro to Deep Learning with PyTorch takes about two weeks to complete. This is an intermediate-level course and requires a working knowledge of Python and its libraries Matplotlib and NumPy. The industry experts for this course are a panel of five educators: Matt Leonard, Soumith Chintala, Luis Serrano, Cezanne Camacho, and Alexis Cook. 

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2 Months
Intermediate
Free
Skills Covered:
Knowledge of deep learning

Offered by

Certificate

Data Analysis with R

The Data Analysis with R by Udacity is a free online learning programme offered by Facebook. It focuses on exploratory data analysis. Exploratory data analysis is a method of visualising and summarising the important characteristics in a data set. It is an approach focused on exploring data to understand its underlying variables and structure. 

The course will run for two months and focus on exploratory data analysis. The Data Analysis with R syllabus will include six lessons discussing topics, such as R basics, EDA, exploring one and more variables, price predictions, and more. It has a panel of four instructors, namely Moira Burke, Solomon Messing, Chris Saden, and Dean Eckles.

You will learn from industry professionals who will instruct this intermediate programme. Furthermore, Data Analysis with R is a part of the Data Analyst Nanodegree offered by Udacity. It is an excellent course for anyone preparing to enter the field of data analysis and working towards improving their career prospects.

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2 Months
Intermediate
Free
Skills Covered:
Visualisation skills Data science knowledge R Programming

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