Hyperparameter Optimization: This Tutorial Is All You Need
In this video, I show you how you can use different hyperparameter optimization techniques and libraries to tune hyperparameters of almost any kind of model or just to optimize any function!
00:00 Introduction
03:00 Grid Search
12:40 Random Search
16:00 Grid/Random Search with Pipelines
21:03 Bayesian Optimization with Gaussian Process
38:30 Hyperopt
48:43 Optuna
Please subscribe and like the video to help me keep motivated to make awesome videos like this one. :)
To buy my book, Approaching (Almost) Any Machine Learning problem, please visit: https://bit.ly/buyaaml
Follow me on:
Twitter: https://twitter.com/abhi1thakur
LinkedIn: https://www.linkedin.com/in/abhi1thakur/
Kaggle: https://kaggle.com/abhishek
Instagram: https://instagram.com/abhi4ml
Видео Hyperparameter Optimization: This Tutorial Is All You Need канала Abhishek Thakur
00:00 Introduction
03:00 Grid Search
12:40 Random Search
16:00 Grid/Random Search with Pipelines
21:03 Bayesian Optimization with Gaussian Process
38:30 Hyperopt
48:43 Optuna
Please subscribe and like the video to help me keep motivated to make awesome videos like this one. :)
To buy my book, Approaching (Almost) Any Machine Learning problem, please visit: https://bit.ly/buyaaml
Follow me on:
Twitter: https://twitter.com/abhi1thakur
LinkedIn: https://www.linkedin.com/in/abhi1thakur/
Kaggle: https://kaggle.com/abhishek
Instagram: https://instagram.com/abhi4ml
Видео Hyperparameter Optimization: This Tutorial Is All You Need канала Abhishek Thakur
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
How do I start my career in Data Science?
Building an entity extraction model using BERT
Optuna: A Define by Run Hyperparameter Optimization Framework | SciPy 2019 |
Basic git commands everyone should know about
How to convert almost any PyTorch model to ONNX and serve it using flask
Hyperparameter Optimization for Xgboost
Hyperparameter Optimization - The Math of Intelligence #7
Detecting Skin Cancer (Melanoma) With Deep Learning
Text Extraction From a Corpus Using BERT (AKA Question Answering)
Hyperparameter Tuning Techniques Genetic Algorithms And Optuna Data Science Machine Learning- Part 2
I just got access to GitHub's Codespaces and it's amazing!
My Journey: How I Became The World's First 4x (and 3x) Grand Master On Kaggle
BERT on Steroids: Fine-tuning BERT for a dataset using PyTorch and Google Cloud TPUs
Train custom object detection model with YOLO V5
Training Sentiment Model Using BERT and Serving it with Flask API
How I passed the TensorFlow Developer Certification exam (and how you can too)
Live- Implementation of End To End Kaggle Machine Learning Project With Deployment
Optuna: A Define-by-Run Hyperparameter Optimization Framework | SciPy Japan | Shotaro Sano, et al
Captcha recognition using PyTorch (Convolutional-RNN + CTC Loss)