Model Development Courses and Certifications

Mastering Generative AI for Data Science

This course helps you master generative AI skills to enhance data science workflows, improve data preparation, and refine machine learning models with real-world applications.

• edX
• 3 weeks, 3-5 hours/week
• Self-Paced
• Free Online Course (Audit)

Whizlabs

AWS: ML Workflows with SageMaker, Storage & Security

Master secure, scalable ML workflows on AWS using SageMaker, data storage services, and enterprise-grade security controls for production-ready machine learning systems.

• Coursera
• 10 hours 22 minutes
• Self-Paced
• Paid Course

Coursera

Advancing Your Career in Production AI

Unlock strategic career advancement in production AI by building portfolios, mastering technical interviews, and positioning yourself for senior roles like MLOps Engineer and AI Architect.

• Coursera
• 1 hour 23 minutes
• Self-Paced
• Paid Course

Edureka

Getting Started with Automated Machine Learning (AutoML)

Master automated machine learning with H2O AutoML to build, evaluate, and deploy ML models efficiently without manual trial-and-error approaches.

• Coursera
• 10 hours 35 minutes
• Self-Paced
• Paid Course

Tech with Tim

OpenAI's o1 Model - Impact on Software Development

Explore the impact of OpenAI's o1 model on software development careers. Gain insights into the future of coding and receive guidance for junior developers in the age of AI.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

GOTO Conferences

Model-Minded Development

Explore model-minded development to enhance software understanding, theory building, and team steering. Learn to align internal and external models for improved programming practices.

• YouTube
• 39 minutes
• Self-Paced
• Conference Talk

OWASP Foundation

Threat Model-as-Code: Integrating Security into the Software Development Lifecycle

Integrating threat modeling into software development lifecycle using "Automaton" framework, enabling actionable outputs and automated security testing for improved product security.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Trust and the Linux Kernel Development Model

Explore the trust model and development process behind the Linux kernel with insights from a leading maintainer on community collaboration and reliability.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

AWS Events

Accelerate Foundation Model Development with Amazon SageMaker JumpStart

Discover how Amazon SageMaker JumpStart streamlines foundation model development, enabling quick access to top-performing models while maintaining organizational control and flexibility in generative AI applications.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Databricks

Simplifying Model Development and Management with MLflow - New Features and Innovations

Explore MLflow's latest features for simplified experiment tracking, improved model portability, schema management, and faster deployment in machine learning lifecycle management.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

GOTO Conferences

The One Where We Threat Model During Development

Explore threat modeling as a development tool, learning its principles, techniques, and value for developers, managers, and testers. Gain insights on implementing continuous threat modeling and using Pytm for a Pythonic approach.

• YouTube
• 1 hour
• Self-Paced
• Conference Talk

MindSpore's Foundation Model Platform - Promoting Ecological Development

Explore MindSpore's platform for foundation models, enabling online experience, fine-tuning, and ecosystem development. Discover free training modules and AI competitions to advance deep learning innovation.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

WeAreDevelopers

Model-Minded Development

Explore how expressing theories in code through abstractions enhances program understanding and value. Learn to create good models that remove unnecessary details and improve software development.

• YouTube
• 25 minutes
• Self-Paced
• Conference Talk

An Upstream Friendly Source Control Model and Tooling for Linux Kernel Development

Explore a source control model and automation tools for maintaining a Linux kernel with patches while encouraging upstream contributions and reducing internal-only modifications.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Leveraging the Open Source Development Model Inside Companies

Explore how companies can adopt open source development practices internally to foster innovation, increase collaboration, and drive success in software projects.

• YouTube
• 39 minutes
• Self-Paced
• Free Video