Model Deployment Courses and Certifications

Foundations of AI and Machine Learning

254 ratings at Coursera

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 40 minutes
• On-Demand
• Paid Course

Generative AI and Model Selection

Explore generative AI model selection, deployment options, and performance optimization. Master evaluation techniques and troubleshooting strategies for effective AI implementation in real-world projects.

• Coursera
• 3 hours 12 minutes
• On-Demand
• Paid Course

Open source LLM: DeepSeek AI for Developers

191 ratings at Udemy

Understand DeepSeek AI fundamentals, use DeepSeek-V3 and R1 models, run models offline, access the DeepSeek API.

• Udemy
• 2 hours 59 minutes
• On-Demand
• Paid Course

AWS SageMaker MasterClass

164 ratings at Udemy

Learn Machine Learning on cloud with AWS SageMaker and No CODE Machine Learning with AWS SageMaker Canvas.

• Udemy
• 2 hours 34 minutes
• On-Demand
• Paid Course

Practical Machine Learning for Beginners in 2022

129 ratings at Udemy

Hands-on guide to building and deploying a car pricing prediction engine using Flask, covering model creation, API development, and web interface implementation.

• Udemy
• 1 hour 48 minutes
• On-Demand
• Free Online Course

AWS SageMaker Complete Course| PyTorch & Tensorflow NLP-2023

129 ratings at Udemy

Build DL/ML model in Sklearn,Tensorflow/Keras & PyTorch. How to bring docker container&Algorithm from local to Sagemaker

• Udemy
• 5 hours 29 minutes
• On-Demand
• Paid Course

No-Code AI & ML: From Data to Deployment Without Coding

127 ratings at Udemy

Master ML Basics and Leverage Dataiku to Build, Train, and Deploy No-Code AI Models for Real-World Applications

• Udemy
• 7 hours 7 minutes
• On-Demand
• Paid Course

AI Project Lifecycle Mastery: Strategy to Deployment - 2025

108 ratings at Udemy

Avoid the 85% failure rate. Learn to plan, manage, build, & deploy AI projects that succeed in the real world.

• Udemy
• 8 hours 11 minutes
• On-Demand
• Paid Course

DeepSeek AI R1 & Ollama Guide: Build Local AI Applications

105 ratings at Udemy

Master Local AI Development: Deploy LLMs, Build Applications & Create AI Tools Using DeepSeek R1, Ollama & Python

• Udemy
• 1 hour 44 minutes
• On-Demand
• Paid Course

Microcredential

SAS Machine Learning Engineer

104 ratings at Coursera

Master machine learning fundamentals, model deployment, and ModelOps using SAS Viya with hands-on projects and industry-recognized certification preparation.

• Coursera
• 12 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses

Data Science with R (beginner to guru)

81 ratings at Udemy

Learn Data Science using R from scratch. Build your career as a Data Scientist. Explore knitr, buzz dataset, adv methods

• Udemy
• 23 hours 4 minutes
• On-Demand
• Paid Course

From Recipe to Chef: Become an LLM Engineer 100+ Projects

77 ratings at Udemy

Master Large Language Models with Zero Code! Learn AI, Prompting & Fine-Tuning Through Fun & Tasty Food Analogies(AI)

• Udemy
• 6 hours 22 minutes
• On-Demand
• Paid Course

Build and Operate Machine Learning Solutions with Azure

71 ratings at Coursera

Aprende a usar Azure Machine Learning para crear, desplegar y gestionar soluciones de ML a escala empresarial, aprovechando tus conocimientos de Python y frameworks como Scikit-Learn, PyTorch y Tensorflow.

• Coursera
• 1 day 6 hours 54 minutes
• On-Demand
• Paid Course

DP-100 Azure Machine Learning in Python-Basic to Advance2023

60 ratings at Udemy

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

• Udemy
• 3 hours 24 minutes
• On-Demand
• Paid Course

Integration and Deployment of GenAI Models

58 ratings at Udemy

Deploy machine learning and generative AI models using AWS SageMaker, Bedrock, and Anthropic Claude.

• Udemy
• 7 hours 32 minutes
• On-Demand
• Paid Course