Model Evaluation Courses and Certifications

Introduction to Vertex Forecasting and Time Series in Practice

Learn to build forecasting solutions using Google Cloud, covering sequence models, time series analysis, and end-to-end workflows with Vertex AI. Gain practical skills through retail use cases and hands-on model development.

• Coursera
• 15 hours 7 minutes
• On-Demand
• Paid Course

Foundations of Generative AI Models

Master generative AI fundamentals, training techniques, and RAG implementation while exploring emerging trends and real-world applications across industries.

• Coursera
• 3 hours 36 minutes
• On-Demand
• Paid Course

LLM Fine-Tuning and Customization Training

Master LLM fine-tuning with PEFT, RLHF, and supervised methods. Optimize domain-specific models, prepare datasets, tune hyperparameters, and deploy using GenAI frameworks through hands-on demos.

• Coursera
• 4 hours 48 minutes
• On-Demand
• Paid Course

Coursera

TensorFlow for Beginners: Basic Binary Image Classification

Learn to build and train a neural network for classifying cat and dog images using TensorFlow. Covers data preprocessing, CNN architecture, hyperparameter tuning, and model evaluation techniques.

• Coursera
• 3 hours 12 minutes
• On-Demand
• Paid Course

MGH Institute of Health Professions

Advanced Principles & Topics in AI & Machine Learning in Healthcare

Dive into advanced AI and machine learning applications in healthcare, exploring sophisticated techniques, implementation strategies, and emerging trends while working with real-world medical scenarios.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Decision Tree Classifier for Beginners in R

Learn to build and evaluate decision tree models in R using the Sonar dataset. Gain hands-on experience with data partitioning, model training, performance metrics, and saving trained models.

• Coursera
• 2 hours 15 minutes
• On-Demand
• Paid Course

Corporate Finance Institute

Classification - Fundamentals & Practical Applications

Master classification algorithms from logistic regression to SVM, implementing them in Excel and Python while learning to evaluate model performance and interpret results for business decision-making.

• Coursera
• 2 hours 58 minutes
• On-Demand
• Paid Course

Coursera

Engineer Features and Evaluate Models for Production

Discover how to build production-grade ML systems with robust feature engineering pipelines and advanced model evaluation techniques using scikit-learn and TensorBoard.

• Coursera
• 2 hours 46 minutes
• On-Demand
• Paid Course

Foundations of Agent-Based AI Systems

Master foundational AI agent architectures, state representation, action selection, and evaluation techniques to build robust agent-based systems for real-world applications.

• Coursera
• 2 hours 46 minutes
• On-Demand
• Paid Course

AWS Certified Machine Learning - Specialty

Master the complete machine learning lifecycle on AWS, from data engineering to model deployment, preparing you for the specialty certification exam.

• Coursera
• 7 hours 28 minutes
• On-Demand
• Paid Course

H2O.ai

H2O ai Large Language Models (LLMs) - Level 3

Master advanced H2O ai Generative AI tools and techniques, from creating custom h2oGPT models to evaluating performance metrics, enhancing your AI workflow capabilities for real business applications.

• Coursera
• 2 hours
• On-Demand
• Paid Course

Edureka

Prompt Engineering for LLMs

Master systematic prompt engineering techniques to design, evaluate, and scale effective LLM interactions using advanced strategies like few-shot prompting and chain-of-thought reasoning.

• Coursera
• 9 hours 52 minutes
• On-Demand
• Paid Course

Packt Microcredential

Mastering Machine Learning Algorithms using Python

Master machine learning algorithms with Python, from data preprocessing to model optimization. Learn statistical techniques and implement algorithms like linear regression through practical projects.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Packt

Decoding Large Language Models

Unlock the architecture, training, and deployment of Large Language Models through hands-on expertise in fine-tuning, evaluation, and real-world integration strategies.

• Coursera
• 20 hours 28 minutes
• On-Demand
• Paid Course

Packt Microcredential

Azure ML Bootcamp: Machine Learning on the Cloud

Master Azure Machine Learning from foundations to advanced MLOps deployment, building and operationalizing models with hands-on cloud experience and real-world applications.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses