Model Deployment Courses and Certifications

DP-100 Azure Machine Learning in Python-Basic to Advance

53 ratings at Udemy

Machine learning workflow orchestration to automate model training, deployment, and management processes using python.

• Udemy
• 3-4 hours
• On-Demand
• Paid Course

Predict Baby Weight with TensorFlow on AI Platform

In this lab you train, evaluate, and deploy a machine learning model to predict a baby’s weight. You then send requests to the model to make online predictions. This lab is part of a series of labs on processing scientific data.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Working with Notebooks in Vertex AI

Explore Vertex AI Notebooks: a unified Jupyter-based platform for machine learning workflows. Learn about notebook types, features, creation, and management in Google Cloud's ML environment.

• Coursera
• 2 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

AI Platform: Qwik Start

12 ratings at Coursera

Train and deploy a TensorFlow model on Google Cloud's AI Platform for efficient prediction serving, enhancing your machine learning capabilities.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Introduction to On-Device AI

Learn to deploy AI models on edge devices, reducing latency and enhancing privacy. Master key concepts, convert models, optimize performance, and integrate into mobile apps for efficient on-device AI.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Developing Generative AI Solutions

Explore the generative AI lifecycle: from defining use cases to deploying models. Learn to select, improve, and evaluate foundation models for impactful business solutions.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Free Online Course (Audit)

LLMOps

Develop an LLMOps pipeline: preprocess data, configure tuning, deploy custom LLMs, and monitor safety for tailored applications like Python coding chatbots using BigQuery, Kubeflow, and Google Cloud.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Paid Course

Build and Deploy an Agent with Reasoning Engine in Vertex AI

Develop and implement an AI agent with reasoning capabilities using Vertex AI SDK for Python in Google Cloud.

• Coursera
• 1 hour
• On-Demand
• Paid Course

H2O.ai

H2O Gen AI Ecosystem Overview - Level 2

Dive into H2O's GenAI platform's advanced capabilities, from data preparation to model deployment, guided by Kaggle Grand Master Sanyam Bhutani through practical techniques and real-world applications.

• Coursera
• 1 hour 11 minutes
• On-Demand
• Free Online Course (Audit)

Microsoft Azure for AI and Machine Learning

Master Azure's AI and ML capabilities through hands-on experience, from configuring resources to deploying models in production, while learning end-to-end ML pipeline implementation and monitoring.

• Coursera
• On-Demand
• Free Online Course (Audit)

H2O.ai

Data Science and Machine Learning H2O.ai Platforms

Master H2O.ai's comprehensive data science toolkit for automated machine learning, model deployment, and generative AI applications, featuring Driverless AI, Wave App, and Enterprise GPTe.

• Coursera
• 1 hour 12 minutes
• On-Demand
• Free Online Course (Audit)

Foundations of AI and Machine Learning

Master the fundamentals of AI/ML infrastructure, from data pipelines to deployment platforms. Learn to build robust systems, manage data effectively, select frameworks, and implement production-ready solutions.

• Coursera
• 1 day 11 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Microsoft Azure AI Fundamentals: Explore visual tools for machine learning

1 review

Microsoft Azure AI Fundamentals: Explore visual tools for machine learning

• Microsoft Learn
• 5 hours 18 minutes
• On-Demand
• Free Online Course

Building and Deploying Deep Learning Applications with TensorFlow

516 ratings at LinkedIn Learning

Discover how to install TensorFlow and use it to create, train, and deploy a machine learning model.

• LinkedIn Learning
• 1 hour 47 minutes
• On-Demand
• Free Trial Available

Certified Analytics Professional (CAP) Cert Prep: Domains 1–4

434 ratings at LinkedIn Learning

Learn what it takes to become a Certified Analytics Professional (CAP). Explore the core data science topics covered in the CAP exam.

• LinkedIn Learning
• 2 hours 34 minutes
• On-Demand
• Free Trial Available