Hyperparameter Tuning Courses and Certifications

Federated Hyperparameter Tuning - Challenges, Baselines, and Connections

Stanford University offers a short, intensive study on federated hyperparameter tuning in machine learning, exploring challenges, baselines, and connections to weight-sharing.

• YouTube
• 57 minutes
• On-Demand
• Free Online Course

DeepLearning.AI;  Stanford

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

62865 ratings at Coursera

DeepLearning.AI offers a 3-week course on improving deep neural networks, covering hyperparameter tuning, regularization, optimization, and TensorFlow implementation.

• Coursera
• 23 hours 35 minutes
• On-Demand
• Free Online Course (Audit)

Google Cloud;  Google

Machine Learning in the Enterprise

1448 ratings at Coursera

Explore real-world ML workflows with Google Cloud's 3-week course. Learn data management, governance, and preprocessing, and understand when to use AutoML, BigQuery ML, or custom training.

• Coursera
• 18 hours 47 minutes
• On-Demand
• Free Online Course (Audit)

Modern Reinforcement Learning: Deep Q Learning in PyTorch

882 ratings at Udemy

How to Turn Deep Reinforcement Learning Research Papers Into Agents That Beat Classic Atari Games

• Udemy
• 6 hours
• On-Demand
• Paid Course

Support Vector Machines in Python: SVM Concepts & Code

508 ratings at Udemy

Learn Support Vector Machines in Python. Covers basic SVM models to Kernel-based advanced SVM models of Machine Learning

• Udemy
• 6 hours 21 minutes
• On-Demand
• Paid Course

A to Z (NLP) Machine Learning Model building and Deployment.

157 ratings at Udemy

Python, Docker, Flask, GitLab, Jenkins tools and technology used for deploy model in your Local server. A complete Guide

• Udemy
• 4 hours 56 minutes
• On-Demand
• Paid Course

Build and Deploy Machine Learning App in Cloud with Python

126 ratings at Udemy

Develop and Deploy Machine Learning Web App and Deploy in Python Anywhere Cloud Platform using Python, Flask, Skimage

• Udemy
• 6 hours 18 minutes
• On-Demand
• Paid Course

Databricks

Applied Data Science for Data Analysts

49 ratings at Coursera

Sharpen your data science skills with Databricks' 5-week course. Learn unsupervised learning, feature engineering, tree-based models, and improve model performance with hyperparameter tuning.

• Coursera
• 16 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

Fractal Analytics

Advanced Machine Learning Algorithms

In a world where data-driven solutions are revolutionizing industries, mastering advanced machine learning techniques is a pivotal skill that empowers innovation and strategic decision-making. This equips you with the expertise needed to harness advanced…

• Coursera
• 20 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Neural Network Programming - Deep Learning with PyTorch

1 review

PyTorch Prerequisites - Syllabus for Neural Network Programming Course. PyTorch on the GPU - Training Neural Networks with CUDA. CNN Training Loop Explained - Neural Network Code Project. CNN Image Preparation Code Project - Learn to Extract, Transform,…

• YouTube
• 9 hours
• On-Demand
• Free Online Course

Gradient Boost

Master Gradient Boost in just 1-2 hours! Learn key concepts of regression and classification in a 4-part series.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Tabular Data

Using Jupyter Notebooks on Sagemaker. Accelerated Tabular Data 1.1 - Course Introduction. 1.2 - Introduction to Machine Learning. 2 - Feature Engineering. 2.3 - Tree-based Models. 3 - Ensemble Methods: Boosting. 3.4 - Neural Networks and AutoML.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Online Course

Model Validation in Python

Learn the basics of model validation, validation techniques, and begin creating validated and high performing models.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Hyperparameter Tuning in Python

Gain experience using techniques for automated hyperparameter tuning in Python, including Grid, Random, and Informed Search.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Hyperparameter Tuning in R

Learn to optimize your machine learning models with hyperparameter tuning in R, using caret, mlr, and h2o packages. Offered by a 4-hour course.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available