Model Selection Courses and Certifications

Regression Models

33 reviews

Explore linear and generalized regression models, covering least squares, multivariable analysis, diagnostics, and applications in data science. Learn to interpret results and select appropriate models.

• Coursera
• 54 hours
• On-Demand
• Paid Course

Simons Foundation

Stabilizing Black-Box Model Selection - April 3, 2025

Explore a new approach to stabilizing model selection that combines bagging with an "inflated" argmax operation, offering theoretical stability guarantees and practical applications in ecosystem competition and graph estimation.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

All Models Are Wrong, Some Are Useful: Model Selection with Limited Labels

Discover MODEL SELECTOR, a framework that efficiently identifies the best pretrained classifier using minimal labeled data, reducing labeling costs by up to 94.15% across 1,500+ models on 16 datasets.

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

JetBrains

LLMs for Developers - Model Selection, Hallucinations, Agents, and AGI

Discover how to choose the right LLM for your dev projects, handle hallucinations, build AI agents, and navigate the ethical landscape of AI development in 2025.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video

Simons Foundation

Stabilizing Black-Box Model Selection

Explore a new approach to stabilizing model selection that combines bagging with an "inflated" argmax operation, offering theoretical stability guarantees and practical applications in ecosystem competition and graph estimation.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Schmid College, Chapman University

Computational Power and Model Selection

Explore the complex relationship between computational power, data, and background assumptions in scientific model selection through philosophical analysis of historical cases like Kepler's discovery.

• YouTube
• 1 hour 46 minutes
• On-Demand
• Free Video

Getting Started with Mistral

16 ratings at Coursera

Explore Mistral AI models, learn effective prompting, function calling, and RAG. Build a chat interface to leverage these powerful tools for various tasks from classification to advanced coding.

• Coursera
• 1 hour 30 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

Coursera

GenAI and Model Selection

Master GenAI model selection to optimize workflows, make informed decisions, and drive innovation. Evaluate and integrate advanced AI technologies effectively for your specific organizational needs.

• Coursera
• 2 hours 27 minutes
• On-Demand
• Paid Course

MITCBMM

FMRI Bootcamp - Representational Similarity

Explore advanced fMRI analysis techniques, focusing on representational similarity and its applications in neuroimaging research.

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

AI Engineer

The LLM Triangle - Engineering Principles for Robust AI Applications

Master the LLM Triangle framework to build production-ready AI applications that overcome hallucinations, inconsistency, and scalability challenges through proven engineering principles.

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

Elvis Saravia

Selecting the Right Large Language Model - A Systematic Approach

Systematic framework for experimenting with and selecting the optimal LLM, considering factors like performance, cost, and specific use case requirements.

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

Open Data Science

Cracking the Code - How to Choose the Right LLM Model for Your Project

Master strategic LLM selection through hands-on testing, optimization, and deployment techniques to find the perfect AI model for your specific project needs and maximize ROI.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

AI Bites

Model Router: Choosing the Right AI Model Using NotDiamond API

Discover how to effectively select and implement AI models using NotDiamond's model routing API, comparing top models like GPT-4, Claude 3, and Gemini for optimal task-specific performance.

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

NPTEL-NOC IITM

Multiple Linear Regression: Model Building and Selection

Build and select multiple linear regression models through data loading, visualization, and iterative model refinement using R.

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