Certificate

Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle, plus building a big data pipeline and machine learning models with Vertex AI on Google Cloud.

Cover ML concepts, build models with scikit-learn, logistic regression, decision trees, K-Nearest Neighbors, support vector machines and dimensionality reduction with PCA, t-SNE, and UMAP

Fundamental knowledge of cloud technology and data. Also provides an overview of Google Cloud products and services that enable organizations' digital transformation.

Building AI Applications on AWS Cloud. Learn AI fundamentals and AWS services to develop practical applications to enhance productivity and innovation.

Trace the evolution of AI Technologies. From its inception to the revolutionary advances brought by Generative AI, and the role of GPUs.

The Cybersecurity Specialization covers the fundamental concepts of secure systems, from the hardware to the software to the human-computer interface, with the use of cryptography to secure interactions.

Comprehensive understanding of essential networking concepts such as P addressing, binary calculation, and OSI layers, subnetting, VLANs, ethernet, and dynamic routing protocols.