Model Selection Courses and Certifications

Nate Herk | AI Automation

AI Agent with Dynamic Model Selection Using n8n - 10x Cheaper Implementation

Discover how to build a no-code AI agent in n8n that automatically selects the optimal language model for each task, reducing costs by 10x while improving performance and speed.

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

Machine Learning with caret in R

18 ratings at DataCamp

This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Foundations of PySpark

Learn to implement distributed data management and machine learning in Spark using the PySpark package.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Practicing Machine Learning Interview Questions in Python

Sharpen your knowledge and prepare for your next interview by practicing Python machine learning interview questions.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Practicing Machine Learning Interview Questions in R

Prepare for your upcoming machine learning interview by working through these practice questions that span across important topics in machine learning.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Demystifying Decision Science

Solidify your decision science skills by designing data-informed frameworks and implementing efficient solutions.

• DataCamp
• 1 hour
• Self-Paced
• Free Trial Available

AI-Assisted Coding for Developers

1 rating

Boost your coding with AI—guide your coding assistant to write, test, and document code effectively.

• DataCamp
• 1 hour 30 minutes
• Self-Paced
• Free Trial Available

Google Cloud Tech

Vertex AI Gemini: Model Selection and Prompt Design Principles and Strategies

Master Vertex AI Gemini model selection and prompt design. Learn to map capabilities to use cases, craft effective prompts, and implement robust engineering strategies.

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

International Centre for Theoretical Sciences

Fitting High-dimensional Data and Model Selection - Lecture

Explore techniques for fitting high-dimensional data and selecting appropriate models in biological evolution, focusing on polygenic adaptation and phenotypic variation.

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

Galileo Galilei Institute

Efficient Cosmological Model Selection with Bayesian Optimization

Explore Bayesian optimization techniques for efficient cosmological model selection, enhancing understanding of the universe's structure and evolution.

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

EuroPython Conference

Deconstructing Text Embedding Models - Understanding Tokenizers and Model Selection

Explore text embedding models, focusing on tokenizers' crucial role. Learn to assess model suitability and optimize fine-tuning for your specific dataset beyond standard benchmarks.

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

Centrum Fizyki Teoretycznej PAN

Statistical Analysis in Cosmology: Goodness-of-Fit and Model Selection - Part 2

Explore advanced statistical methods in cosmology, including model selection, MCMC, chi-square, and p-value analysis for robust data interpretation.

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

NPTEL-NOC IITM

Statistical Inference of Logistic Regression: Confusion Matrix, Errors, and Model Selection

Explore statistical inference in logistic regression, covering confusion matrices, error types, and model selection techniques for improved predictive accuracy.

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

Toronto Machine Learning Series (TMLS)

Optimizing Large Language Model Selection for Efficient GenAI Development

Discover practical tools and strategies for selecting optimal LLMs in GenAI development, exploring DSPy and frugalGPT frameworks for cost-effective and efficient implementation.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

Mathematical Oncology

Quantifying CAR T Cells Activity Against AML - Model Selection Based on In Vitro Cytolytic Assays

Explore quantitative modeling of CAR T cell activity against AML through in vitro cytolytic assays, enhancing understanding of immunotherapy effectiveness.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video