Machine Learning Crash Course: This course offers a comprehensive introduction to machine learning concepts and techniques. You'll learn about supervised learning, unsupervised learning, reinforcement learning, and more.
TensorFlow Developer Certificate: This certificate program teaches you the fundamentals of TensorFlow, an open-source platform for machine learning. You'll learn how to build and train machine learning models using TensorFlow.
Introduction to Deep Learning: This course offers a comprehensive overview of deep learning techniques and applications. You'll learn about neural network architectures, convolutional neural networks (CNNs), recurrent neural networks (RNNs), and generative adversarial networks (GANs).
Machine Learning with TensorFlow on Google Cloud Platform: This course teaches you how to use TensorFlow on Google Cloud Platform (GCP) to build and train machine learning models. You'll learn about GCP services such as Cloud Storage, Cloud Dataproc, and Cloud Machine Learning Engine.
Neural Networks and Deep Learning: This course provides a more in-depth look at neural networks and deep learning. You'll learn about the theory behind neural networks, different types of neural networks, and how to train neural networks.
Big Data & Machine Learning Fundamentals: This course introduces you to the basics of big data and machine learning. You'll learn about data storage, data processing, and machine learning algorithms.
Perform Foundational Data, ML, and AI Tasks in Google Cloud: This course teaches you how to use Google Cloud tools to perform common data, machine learning, and AI tasks. You'll learn about Cloud Storage, BigQuery, Cloud Dataproc, and Vertex AI.
MLOps (Machine Learning Operations) Fundamentals: This course introduces you to the concept of MLOps, which is the practice of deploying, managing, and monitoring machine learning models. You'll learn about CI/CD pipelines, model monitoring, and model governance.
ML Pipelines on Google Cloud: This course teaches you how to build and deploy machine learning pipelines on Google Cloud. You'll learn about Vertex AI Pipelines, which is a managed service for building and deploying machine learning pipelines.
Explore Machine Learning Models with Explainable AI: This course teaches you how to use Explainable AI (XAI) techniques to understand how machine learning models make decisions. You'll learn about different XAI techniques and how to use them to explain the predictions of your machine learning models.