MLCon | Machine Learning Conference Courses

Structured Outputs in OpenAI - Building Reliable JSON-Based AI Integrations

Master structured JSON outputs with OpenAI models to build reliable, production-ready AI integrations using developer-defined schemas for consistent responses.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

How to Make LLMs Truly Understand Context - Advanced RAG with Knowledge Graphs

Discover how knowledge graphs transform RAG systems to make LLMs truly understand context, improving accuracy while reducing hardware requirements in this 52-minute MLcon session.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

AI Development 2025 - Tools, Trends, and Models Shaping the Future of Software Engineering

Explore cutting-edge AI tools, frameworks, and models transforming software engineering in 2025, including Java integration and practical development strategies.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Experience with an End-to-End MLOps Pipeline - Practical Insights and 3D Architectural Perspectives

Discover real-world MLOps pipeline implementation with 3D architectural integration, covering design optimization, production best practices, and lessons from practical deployment experiences.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

Scalable Data Pipelines for ML - Integrating Argo Workflows and dbt

Discover how to build scalable ML data pipelines by integrating Argo Workflows and dbt. Learn to handle large datasets, optimize infrastructure, and enhance ML project efficiency through robust ELT processes.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Practical LLM Fine-Tuning for Semantic Search

Explore fine-tuning LLMs for semantic search in specialized domains. Learn data requirements, training techniques, and practical insights to enhance search capabilities using open-source tools.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

The Untapped Potential of Audio ML Projects - Exploring Vocal Health Analysis

Explore the intersection of audio and machine learning, focusing on vocal health analysis and sound classification. Discover innovative applications and future potential in this emerging field.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Prompt Engineering Best Practices for Productive Customer Interactions

Explore effective prompt engineering strategies for natural language customer interfaces, focusing on RAG techniques to navigate diverse company content and address customer queries seamlessly.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Why Security Is Important in ML and How To Secure Your ML-based Solutions

Explore security risks in AI/ML adoption, focusing on secure coding practices in Python. Learn techniques to improve code hygiene and protect against vulnerabilities in ML-based solutions.

• YouTube
• 55 minutes
• Self-Paced
• Conference Talk

Using A.I to Make Recommendations for Career Progression

Explore AI-driven career recommendations using multivariate matching algorithms. Learn how to identify suitable careers, quantify specialization, and gain insights into career progression paths beyond your current field.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

Kotlin for Machine Learning

Explore Kotlin's potential in machine learning projects, from data cleaning to model deployment. Learn about Kotlin tools for data science, including Jupyter notebooks, visualizations, and dataframes.

• YouTube
• 48 minutes
• Self-Paced
• Conference Talk

Honey, I Shrunk the TinyML

Explore TinyML: train, convert, and run machine learning models on microcontrollers. Learn quantization, pruning techniques, and step-by-step integration for embedded AI applications.

• YouTube
• 49 minutes
• Self-Paced
• Conference Talk

Using Predictive Analytics and Machine Learning

Explore predictive analytics and machine learning applications from NASA to Hollywood, focusing on critical decisions, risk management, and innovative solutions in complex systems.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

An Introduction to Natural Language Generation

Explore natural language generation through real-world examples, deep learning techniques, and transformer models. Learn about word embeddings, BERT, GPT, and practical applications in various domains.

• YouTube
• 49 minutes
• Self-Paced
• Conference Talk

MLOps - Automated Machine Learning Made Easy

Explore AI and ML optimization techniques to enhance business outcomes through data understanding and model improvement.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk