IBM Full Stack Software Developer Professional Certificate

Diabetic Retinopathy Detection with AI

Learn to understand and implement Deep Neural Networks, Residual Nets, and Convolutional Neural Networks (CNNs) using Keras with TensorFlow 2.0, and evaluate their performance and generalization.

Bioinformatics Specialization

Genome sequencing, disease gene discovery, computational Tree of Life construction, bioinformatics' impact on current biology, computational biology software, and an Honors Track for software programming and algorithm implementation are covered in the course.

Gen AI: Fraud Detection Analytics

Exploration of ethical dilemmas in Fraud Detection and email spam classification models, alongside Generative AI collaboration.

Learning TensorFlow: the Hello World of ML

Introduces the fundamental procedures for the development, scripting, and training of a machine-learned model in Google Cloud.

The Nuts and Bolts of ML

Learn to distinguish between different types of machine learning, prepare data for model development, build and evaluate Python-based models for both supervised and unsupervised learning, and choose the right model and metric for a given algorithm.