Model Deployment Courses and Certifications

Modeling the Wine Dataset with PyTorch

Master PyTorch by building a wine classification model, from data preprocessing through model evaluation, visualization, and deployment - all using practical hands-on techniques.

• CodeSignal
• On-Demand
• Free Certificate

Operationalizing LLMs on Azure

25 ratings at Coursera

Explore Azure's AI services, deploy LLMs, optimize interactions, and build robust applications using Azure Machine Learning, OpenAI Service, and advanced techniques like RAG and Semantic Kernel.

• Coursera
• 10 hours 21 minutes
• On-Demand
• Free Online Course (Audit)

Open Source LLMOps Solutions

Gain hands-on experience deploying open-source LLMs, from understanding fundamentals to fine-tuning models and building AI applications using a code-first approach.

• Coursera
• 1 day 11 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

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
• Free Online Course (Audit)

Python for Machine Learning & Data Science Masterclass

16340 ratings at Udemy

Learn about Data Science and Machine Learning with Python! Including Numpy, Pandas, Matplotlib, Scikit-Learn and more!

• Udemy
• 1 day 20 hours 4 minutes
• On-Demand
• Paid Course

Microcredential

Machine Learning Engineering for Production (MLOps)

Develop production-ready ML systems: conceptualize, build, and maintain integrated solutions that handle evolving data, operate continuously, and balance cost with performance for real-world AI applications.

• Coursera
• 17 weeks, 6 hours a week
• On-Demand
• Paid Course
• 4 courses

Google Cloud Professional Data Engineer: Get Certified 2022

4210 ratings at Udemy

Build scalable, reliable data pipelines, databases, and machine learning applications.

• Udemy
• 6 hours 20 minutes
• On-Demand
• Paid Course

Complete Generative AI Course With Langchain and Huggingface

3557 ratings at Udemy

Complete Guide to Building, Deploying, and Optimizing Generative AI with Langchain and Huggingface

• Udemy
• 2 days 6 hours 7 minutes
• On-Demand
• Paid Course

Modern Artificial Intelligence with Zero Coding

1599 ratings at Udemy

Build 5 Practical Projects & Harness the Power of AI to solve practical, real-world business problems with Zero Coding!

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

AWS Machine Learning Certification Exam | Complete Guide

1411 ratings at Udemy

500+ Slides | 200+ Questions | Become Certified in AWS ML| SageMaker|Data Engineering | Visualization | Model Deployment

• Udemy
• 16 hours 53 minutes
• On-Demand
• Paid Course

Modern Artificial Intelligence Masterclass: Build 6 Projects

1371 ratings at Udemy

Harness the power of AI to solve practical, real-world problems in Finance, Tech, Art and Healthcare

• Udemy
• 15 hours 48 minutes
• On-Demand
• Paid Course

Microcredential

Microsoft Azure Data Scientist Associate (DP-100) Exam Prep

Comprehensive training for data scientists to build and operate machine learning solutions in Azure, covering resource management, experimentation, deployment, and responsible ML practices.

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

Machine Learning Deep Learning model deployment

793 ratings at Udemy

Serving TensorFlow Keras PyTorch Python model Flask Serverless REST API MLOps MLflow NLP tensorflow.js deplo OpenAI GPT

• Udemy
• 6 hours 19 minutes
• On-Demand
• Paid Course

TensorFlow 2.0 Practical

721 ratings at Udemy

Master Tensorflow 2.0, Google’s most powerful Machine Learning Library, with 10 practical projects

• Udemy
• 12 hours
• On-Demand
• Paid Course

End-to-End Machine Learning

Dive into the world of machine learning and discover how to design, train, and deploy end-to-end models.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available