Model Development Courses and Certifications

Alan Turing Institute

AIUK 2022 Workshop - Equadratures: The Open Source Model Development Platform

Explore Equadratures, an open-source platform for model development. Learn about polynomials, variable projection, and applications in this interactive workshop from the Alan Turing Institute.

• YouTube
• 1 hour
• On-Demand
• Free Video

KodeKloud

ML Model Development and Tracking: Hands-on Guide

Master MLOps "Middle Loop" with MLflow tracking, model versioning, and production deployment through hands-on insurance claim automation project.

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

Model Based Development -MBD- For Automotive using Simulink

2565 ratings at Udemy

Master automotive model-based development using Simulink through hands-on practice with solvers, libraries, code generation, and real-world applications like wiper system controller implementation.

• Udemy
• 4 hours 50 minutes
• On-Demand
• Paid Course

Microcredential

Generative AI for Data Scientists

11485 ratings at Coursera

Boost your data science career with generative AI skills. Learn basics, prompt engineering, and applications in data science methodology using IBM tools like Watsonx and Prompt Lab.

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

Introducing MLOps: From Model Development to Deployment (AI)

442 ratings at Udemy

A Practical Guide to Building, Automating, and Scaling Machine Learning Pipelines with Modern Tools and Best Practices

• Udemy
• 1 hour 49 minutes
• On-Demand
• Paid Course

Conf42

Balancing Speed and Accuracy in Model Development

Explore strategies for optimizing machine learning model development, balancing speed and accuracy. Learn to assess business objectives, improve data quality, and select efficient features and models.

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

A New Method For Product Development & Design: SIMPSIS-Model

210 ratings at Udemy

A Comprehensive Motivation Framework for Product Owners, Managers, (UX) Designers, and IT & SaaS Startup Entrepreneurs

• Udemy
• 3 hours 1 minute
• On-Demand
• Paid Course

RSA Conference

Data-as-Code: Securing the Future of AI Model Development

Explore the Data-as-Code approach for AI development, covering lineage, integrity, and safety guarantees from version control to model serving and implementation.

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

NDC Conferences

Secure AI: Integrating OWASP Principles in Machine Learning Model Development

Explore integrating OWASP principles into machine learning model development to address vulnerabilities, ensure data privacy, and safeguard AI systems from potential threats, ensuring robustness and confidentiality.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

AWS Events

Master AI Model Development with Amazon SageMaker AI

Unlock AI model customization with Amazon SageMaker AI's comprehensive development tools, from hands-on compute control to fully managed solutions for accelerated innovation.

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

AWS Events

Streamline AI Model Development Lifecycle with Amazon SageMaker AI - AIM364

Discover how Amazon SageMaker AI unifies model development with scalable environments, from IDE integration to HyperPod compute optimization for training and deploying large foundation models.

• YouTube
• 1 hour
• On-Demand
• Free Video

Linux Kernel Development Model and Compilation

101 ratings at Udemy

Understand the Development process of Linux Kernel and install the latest mainline/stable kernel on your PC

• Udemy
• 1 hour 38 minutes
• On-Demand
• Paid Course

Starweaver

GenAI Model Development and Production Engineering

Master advanced fine-tuning techniques like LoRA, architect bulletproof deployment infrastructure, and build production GenAI systems that scale reliably to millions of users.

• Coursera
• 10 hours 38 minutes
• On-Demand
• Paid Course

Coursera Microcredential

AI Model Development & Deployment

Unlock the skills to architect, optimize, and deploy production-ready machine learning systems with hands-on experience in PyTorch, TensorFlow, FastAPI, and AWS SageMaker.

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

Coursera

Production AI Model Development and Ethics

Master production ML lifecycle from feature engineering to ethical deployment, covering PyTorch optimization, model evaluation, and responsible AI documentation practices.

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