Hyperparameter tuning courses can help you learn techniques for optimizing model performance, understanding overfitting and underfitting, and applying cross-validation methods. You can build skills in parameter selection, grid search, and random search strategies to enhance your machine learning projects. Many courses introduce tools like Scikit-learn, TensorFlow, and Keras, showing how to implement these tuning techniques effectively in artificial intelligence and AI applications.

Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), Programming Principles, Algorithms, Data Structures, Performance Tuning, Debugging
Advanced · Course · 1 - 3 Months

The Chinese University of Hong Kong
Skills you'll gain: Operations Research, Process Improvement and Optimization, Process Optimization, Algorithms, Complex Problem Solving, Mathematical Modeling, Data Transformation, Computational Logic, Operational Efficiency, Performance Tuning, Business Logic, Programming Principles, Theoretical Computer Science, Linear Algebra
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, OpenAI, Large Language Modeling, LLM Application, AI Product Strategy, Generative AI, Responsible AI, Technical Communication, Sampling (Statistics)
Intermediate · Course · 1 - 4 Weeks

KodeKloud
Skills you'll gain: Responsible AI, Amazon Bedrock, Prompt Engineering, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Data Ethics, Amazon Web Services, Large Language Modeling, OpenAI, AI Product Strategy, Artificial Intelligence, Cloud Security, Machine Learning, Data Governance, Human Centered Design
Beginner · Course · 1 - 3 Months

Skills you'll gain: Network Planning And Design, Microsoft Azure, Network Troubleshooting, Network Security, Network Architecture, Network Monitoring, Load Balancing, Network Performance Management, Network Support, Network Infrastructure, Scalability, Cloud Infrastructure, Computer Networking, Firewall, Network Administration, Virtual Private Networks (VPN), Software-Defined Networking, Performance Tuning, Wide Area Networks, Network Routing
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Unsupervised Learning, Seaborn, Matplotlib, Predictive Modeling, Supervised Learning, NumPy, Applied Machine Learning, Predictive Analytics, Dimensionality Reduction, Random Forest Algorithm, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Scatter Plots, Tensorflow, Data Visualization Software, Python Programming, Data Science, Machine Learning, Data Analysis
Beginner · Specialization · 1 - 3 Months

Splunk Inc.
Skills you'll gain: Splunk, Data Modeling, Dashboard, Pivot Tables And Charts, Security Information and Event Management (SIEM), Interactive Data Visualization, Data Management, Database Management, Data Mapping, Performance Tuning, Incident Management, Data Presentation, Data Manipulation, Query Languages, Data Integration, Geospatial Mapping, Big Data, Business Intelligence, Data Analysis, Business Analytics
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: MySQL, Database Management, Oracle Cloud, Performance Tuning, Query Languages, Database Architecture and Administration, Relational Databases
Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: LLM Application, Large Language Modeling, Performance Tuning, Generative AI, Generative Model Architectures
Intermediate · Project · Less Than 2 Hours

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Operating Systems, OS Process Management, System Programming, File Systems, Unix Commands, Command-Line Interface, System Monitoring, System Design and Implementation, Performance Tuning, Package and Software Management, File Management, Algorithms, Cloud Platforms, Security Controls, User Accounts, Debugging
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Oracle Databases, Performance Tuning, Operational Databases, Application Lifecycle Management, Database Architecture and Administration, Relational Databases, Database Management, Patch Management, Multi-Tenant Cloud Environments, Virtual Machines, Scalability, Software Installation, Server Administration, Load Balancing, Transaction Processing, Data Storage Technologies, Disaster Recovery, Data Storage, System Configuration, Network Administration
Advanced · Specialization · 3 - 6 Months

LearnKartS
Skills you'll gain: Apache Kafka, Server Administration
Intermediate · Course · 1 - 4 Weeks