Model Evaluation Courses and Certifications

Coursera

TensorFlow Prediction: Identify Penguin Species

Build and evaluate machine learning models using TensorFlow Decision Forests to classify penguin species based on physical measurements, mastering data preprocessing, feature analysis, and model evaluation.

• Coursera
• 1 hour 33 minutes
• On-Demand
• Paid Course

Explore and Evaluate Models using Model Garden

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you explore and evaluate AI models using Model Garden.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Packt

Intermediate Data Manipulation and Machine Learning

Explore AI fundamentals, regression analysis, model preparation, classification techniques, and advanced machine learning concepts through interactive labs and real-world applications.

• Coursera
• 13 hours 16 minutes
• On-Demand
• Paid Course

Microcredential

No-Code Machine Learning and Data Science for Everyone

Discover how to build machine learning models and analyze data using no-code tools, preparing you for data-driven roles across finance, retail, and healthcare industries.

• Coursera
• 8 weeks, 5 hours a week
• On-Demand
• Paid Course
• 3 courses

Packt Microcredential

AI Engineer Associate

Master essential AI engineering skills through feature engineering, deep learning frameworks, and AI agent development for real-world applications.

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

Programming Generative AI: Unit 3

Master multimodal AI by exploring contrastive language-image pre-training, latent diffusion models, and text-to-image generation with hands-on fine-tuning techniques.

• Coursera
• 8 hours 17 minutes
• On-Demand
• Paid Course

EDUCBA

Python: Apply & Evaluate Sales Forecasting with Time Series

Master advanced time series techniques in Python to build, evaluate, and compare SARIMA and Prophet models for accurate sales forecasting and data-driven decision making.

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

H2O.ai

H2O Gen AI Ecosystem Overview - Level 1

Master the H2O GenAI ecosystem through hands-on training in LLM optimization, model evaluation, and AI app development. Build custom GPT models, create web applications, and deploy practical AI solutions.

• Coursera
• 8 hours 32 minutes
• On-Demand
• Paid Course

Packt

Building, Evaluating, and Operationalizing ML Models

Master the complete ML lifecycle from data exploration to deployment using Azure ML Studio, covering algorithm selection, model evaluation, and automated pipelines.

• Coursera
• 7 hours 49 minutes
• On-Demand
• Paid Course

Coursera

Production AI Model Development and Ethics

Master production ML lifecycle from feature engineering to ethical deployment, covering PyTorch optimization, model evaluation, and responsible AI documentation practices.

• Coursera
• 10 hours 5 minutes
• On-Demand
• Paid Course

Coursera Microcredential

LLM Engineering That Works: Prompting, Tuning, and Retrieval

Master production-grade LLM systems through hands-on engineering, from prompt design to deployment, evaluation, and ethical AI practices for scalable applications.

• Coursera
• 8 weeks, 10 hours a week
• On-Demand
• Paid Course
• 6 courses

Coursera

Fine-tuning Text Models with PEFT

Master parameter-efficient fine-tuning techniques like LoRA and QLoRA to adapt large language models on consumer hardware with optimized hyperparameters and evaluation metrics.

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

Whizlabs

Fundamentals of Machine Learning

Master machine learning fundamentals with hands-on experience in supervised/unsupervised learning, data preparation, model optimization, and cloud deployment on AWS and Azure.

• Coursera
• 14 hours 59 minutes
• On-Demand
• Paid Course

Pragmatic AI Labs

Fine-Tuning Transformers with Hugging Face

Master transformer fine-tuning with Hugging Face ecosystem, from data preprocessing to model deployment, building production-ready sentiment analysis systems.

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

EDUCBA

Python: Master House Price Prediction with Linear Regression

Master house price prediction using Python's linear regression through hands-on data preprocessing, feature engineering, and model evaluation with real Ames Housing dataset.

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