In this clip from the Tech Field Day Podcast, Brian Martin and Alastair Cooke explore the messy reality of AI model training, hyperparameter tuning, and guided optimization.

#TFDPodcast #AITraining #HyperparameterTuning #AIOptimization #TechTrends #TechFieldDay

Grid Search 🆚 Random Search

Comparing Two Key Methods for Hyperparameter Tuning in Machine Learning.

Check out this video📹 for a side-by-side look at the pros and cons of each approach.

#DataScience #AI #ML #MachineLearning #gridsearch #randomsearch #hyperparametertuning

In this clip from the Tech Field Day Podcast, Brian Martin and Alastair Cooke explore the messy reality of AI model training, hyperparameter tuning, and guided optimization.

#TFDPodcast #AITraining #HyperparameterTuning #AIOptimization #TechTrends #TechFieldDay

🆕 AutoML Is Overrated: Why Manual Tuning Wins for Beginners

#DeepLearning #AI #AutoML #HyperparameterTuning
https://tildalice.io/automl-overrated-manual-tuning-wins-beginners/

Hyperparameter tuning raised the chance of state‑of‑the‑art average treatment‑effect estimation from ~65% to 81% and individualized effect estimation from ~50% to 57%. Read more: https://getnews.me/hyperparameter-tuning-boosts-accuracy-in-causal-effect-estimation/ #causal #hyperparametertuning

Nothing like a little #hyperparametertuning to end the night.

Most AI models ship as-is..... never tuned, never optimized.

Grid Search, Random Search, Bayesian Optimization..... three methods, one goal: peak performance.

kogents.ai

Follow @kogents.ai

Repost for anyone building at scale

#HyperparameterTuning #MachineLearning #AAAI #AIExpo

Want to supercharge your ML models? Learn how to embed preprocessing pipelines directly into hyperparameter tuning with Scikit-learn tricks. Boost performance and keep your code clean. Dive in! #ScikitLearn #Preprocessing #HyperparameterTuning

🔗 aidailypost.com/news/7-sciki...

Just crunched 64.59 s of Optuna trials and hit 0.9617 validation accuracy. The Bayesian TPE magic shows how fast smart hyperparameter tuning can be. Curious? Dive into the details! #HyperparameterTuning #Optuna #BayesianOptimization

🔗 aidailypost.com/news/hyperpa...