Machine Learning Models Courses and Certifications

Deploying AI & Machine Learning Models for Business | Python

2263 ratings at Udemy

Learn to build Machine Learning, Deep Learning & NLP Models & Deploy them with Docker Containers (DevOps) (in Python)

• Udemy
• 4 hours 13 minutes
• On-Demand
• Paid Course

Institute for Pure & Applied Mathematics (IPAM)

Introduction to Equivariant Machine Learning - IPAM at UCLA

Explore fundamentals of equivariant machine learning, understanding symmetries in physical descriptions and implementation techniques for respecting these principles in ML models.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Venelin Valkov

GLM 4.5 - Truly Open Model - Hybrid Reasoning, Agentic Tool Use, Slide Generation, Coding

Explore GLM 4.5's impressive performance across benchmarks, hybrid reasoning capabilities, agentic tool use, and coding features in this comprehensive model analysis.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Weights & Biases

Post-Training Best-in-Class Models in 2025

Discover state-of-the-art post-training techniques for 2025, covering data generation, training algorithms, and evaluation methods for best-in-class AI models.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Introduction to Machine Learning Models (AI) Testing

1600 ratings at Udemy

From Scratch, Learn testing types and Strategies involved in all the phases of ML Models (AI) with real time examples

• Udemy
• 4 hours 55 minutes
• On-Demand
• Paid Course

IEEE

Membership Inference Attacks against Machine Learning Models

Explore membership inference attacks on machine learning models, focusing on techniques to determine if specific data was used in training, with implications for privacy and security in ML applications.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Masterclass Testing Machine Learning (AI) Models

713 ratings at Udemy

Gain basic understanding how to test Foundation Models, LLMs, Chatbots and AI bases systems.

• Udemy
• 13 hours 23 minutes
• On-Demand
• Paid Course

Deploying Machine Learning Models

54 ratings at Coursera

Learn to build and deploy recommender systems using Python. Implement similarity-based models, optimize with gradient descent, and create interactive web applications for real-world datasets.

• Coursera
• 10 hours 56 minutes
• On-Demand
• Paid Course

Handling Missing Data with Imputations in R

Diagnose, visualize and treat missing data with a range of imputation techniques with tips to improve your results.

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

Find the latest open-source AI models, datasets, and apps, build AI agents, and fine-tune LLMs with Hugging Face. Join the biggest AI community today!

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

Create Machine Learning Models in Microsoft Azure

330 ratings at Coursera

Aprende los principios de machine learning y cómo usar herramientas como scikit-learn, TensorFlow y PyTorch en Azure. Prepara modelos predictivos, optimízalos y despliega soluciones de machine learning en producción.

• Coursera
• 10 hours 55 minutes
• On-Demand
• Paid Course

Machine Learning in R & Predictive Models | 3 Courses in 1

237 ratings at Udemy

Supervised & unsupervised machine learning in R, clustering in R, predictive models in R by many labs, understand theory

• Udemy
• 7 hours 36 minutes
• On-Demand
• Paid Course

Deployment of Machine Learning Models

138 ratings at Udemy

Gain insights into deploying machine learning models across edge devices, browsers, and servers while mastering optimization techniques, model compression, and production-level system architectures.

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

Devoxx

Continuous Deployment of Machine Learning Models

Explore real-time ML model deployment at Auto Trader UK, featuring automated retraining, robust testing, and integration with existing infrastructure for efficient experimentation and reduced time-to-live.

• YouTube
• 50 minutes
• On-Demand
• Conference Talk

Open Data Science

Real-Time Analytics and Built-In Machine Learning Models With a Single Database

Explore real-time analytics and machine learning with HTAP databases. Learn to leverage SQL for model building and discover tools for efficient data infrastructure in this hands-on webinar.

• YouTube
• 55 minutes
• On-Demand
• Free Video