Certifications
This course is offered by Alberta Machine Intelligence Institute (Amii) (opens in a new tab) at the University of Alberta (opens in a new tab) on Coursera (opens in a new tab), taught mainly by Adam White (opens in a new tab) & Martha White (opens in a new tab). It covers the basics of Reinforcement Learning.
This course is offered by DeepLearning.AI (opens in a new tab) on Coursera (opens in a new tab), taught mainly by Sharon Zhou (opens in a new tab). It covers how the GANs work as well as some of the latest developments in this Neural Network architecture.
Deep Learning specialization is offered by DeepLearning.AI (opens in a new tab) on Coursera (opens in a new tab), taught mainly by Andrew Ng (opens in a new tab). It is an excellent specialization consisting of five courses covering a deep dive into Deep Learning as well as many novel Deep Learning architectures. The specialization included coursework as well as MCQ and Lab-based hands-on evaluations.
Course Content
- Neural Networks and Deep Learning
- Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
- Structuring Machine Learning Projects
- Convolutional Neural Networks
- Sequence Models
Certified Kubernetes Administrator (opens in a new tab) is offered and governed by the Linux Foundation (opens in a new tab). This covers the administrative aspects and in-depth knowledge about Kubernetes (opens in a new tab) Clusters including etcd (opens in a new tab) clusters. The CKA certification is a standard for Kubernetes administrators.
Certified Kubernetes Application Developer (opens in a new tab) is offered and governed by the Linux Foundation (opens in a new tab). This covers aspects related to developing applications to be run on Kubernetes (opens in a new tab). The CKAD certification is a common requirement for Cloud Native developers.