Model Development Courses and Certifications

Coursera

API Development and Model Serving

Master FastAPI development, Model Context Protocol, and containerization to build production-ready APIs for deploying generative AI models with authentication, scaling, and monitoring.

• Coursera
• 5 hours 40 minutes
• On-Demand
• Paid Course

AI Developer

Master AI development fundamentals through hands-on Python programming, data science, and web development to build and deploy effective AI solutions with ethical considerations.

• GetSmarter
• 6 weeks, 11 hours a week
• 15th Apr, 2026
• Paid Course

Applied Data Science Capstone

7418 ratings at Coursera

Predict SpaceX Falcon 9 first stage landing success using data science methodology, including data collection, analysis, visualization, and machine learning models.

• Coursera
• 14 hours 7 minutes
• On-Demand
• Paid Course

Machine Learning Foundations for Product Managers

773 ratings at Coursera

Build foundational understanding of machine learning, including model development, evaluation, and common algorithms. Gain hands-on experience training and optimizing a model for a real-world problem.

• Coursera
• 16 hours 2 minutes
• On-Demand
• Paid Course

Learn SketchUp Pro the Right Way!

2801 ratings at Udemy

Learn SketchUp from an expert. Build strong habits and create accurate, efficient 3D models like a pro.

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

Logistic Regression using SAS - Indepth Predictive Modeling

1147 ratings at Udemy

Analytics /Machine Learning / Data Science: Statistical / Econometrics foundation, SAS Program details, Modeling demo

• Udemy
• 17 hours 57 minutes
• On-Demand
• Paid Course

MLOps Essentials: Model Development and Integration

383 ratings at LinkedIn Learning

Get started with MLOps Concepts for Model Development and Integration, to organize machine learning (ML) development and deliver scalable and reliable ML products.

• LinkedIn Learning
• 1 hour 31 minutes
• On-Demand
• Free Trial Available

Build the model layer of a web app using Mongoose and TDD. Learn to write tests that confirm intended behavior, focusing on Mongoose fundamentals and model testing patterns.

• Codecademy
• 2 hours
• On-Demand
• Free Trial Available

Foundations of AI and Machine Learning

252 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

AI Engineer

Pydantic is All You Need - Model Driven Development with OpenAI Function Calls

Discover how to leverage Pydantic with OpenAI's function_call feature for model-driven development, transforming string-based prompts into structured code for better data modeling.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Analyzing Data with R

171 ratings at edX

R is the key that opens the door between the problems you want to solve with data and the answers you need. This course walks you through the process of answering questions through data.

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Developing Machine Learning Solutions

115 ratings at Coursera

Explore the ML lifecycle, AWS services, model evaluation, and MLOps to streamline development and deployment of ML projects.

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

Coursera Microcredential

Managing AI Projects That Ship and Scale

5 ratings at Coursera

Master AI project management from strategy to deployment, covering risk mitigation, data governance, model development, MLOps, and stakeholder communication through hands-on scenarios.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 14 courses

Introduction to Machine Learning and Algorithmic Bias

Explore AI and machine learning fundamentals while mastering algorithmic bias detection and mitigation strategies for responsible business applications.

• Coursera
• 6 hours 48 minutes
• On-Demand
• Paid Course

Coursera

GenAI for Data Science Teams

Explore how generative AI enhances data science workflows, from augmentation to model development, empowering teams to innovate and optimize project outcomes.

• Coursera
• 2 hours 4 minutes
• On-Demand
• Paid Course