Conf42 Courses

Vector Databases 101 - How Do They Work?

Explore vector databases' functionality, applications, and architecture. Learn about similarity search, indexing techniques, and real-world use cases in machine learning and AI.

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

MLOps: From Jupyter to Production - Conf42 ML 2024

Learn to transition machine learning projects from Jupyter notebooks to production environments, covering MLOps best practices and real-world implementation strategies.

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

AI and Disability: Inclusion or Exclusion?

Explorez l'impact de l'IA sur l'inclusion des personnes handicapées, ses biais potentiels, et les innovations prometteuses pour améliorer l'accessibilité et la représentation dans le domaine technologique.

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

Design Thinking for AI Product Creation

Explore design thinking principles for AI product development, addressing challenges in scaling, adoption, and trust while emphasizing empathy, ideation, and prototyping.

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

A Beginner's Guide to Adversarial Machine Learning

Explore adversarial machine learning attacks, their impact on AI systems, and effective mitigation strategies. Gain insights into poisoning, inference, extraction, and evasion attacks with real-world examples.

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

Using Quix, Hugging Face, and InfluxDB for Anomaly Detection

Explore anomaly detection using Quix, Hugging Face, and InfluxDB. Learn about data pipelines, time series databases, and MLOps for effective machine learning implementation.

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

GDPR and Beyond - Demystifying Data Governance

Explore GDPR's impact on data governance, learn anonymization and encryption techniques, and discover viable data sharing strategies for compliance and protection.

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

Forecasting Time-Series with Polars and Deno

Explore time-series forecasting using Polars and Deno. Learn scaling techniques, pipeline optimization, and WASM integration for efficient data processing and prediction.

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

Deep Learning for Protein Structure Prediction

Explore deep learning techniques for predicting protein structures, from traditional methods to AlphaFold's advancements. Gain insights into molecular dynamics, homology modeling, and cutting-edge AI approaches in structural biology.

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

Best Strategies for Self-Hosted Open Source LLMs

Explore strategies for self-hosting open-source LLMs, covering implementation, optimization, and practical applications in AI development.

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

Building a Design System in Limited Timeframes

Learn strategies for efficiently building design systems within tight timeframes, covering prioritization, process optimization, and scalability considerations.

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

Mastering AI Product Management for Enterprises - Conf42 ML 2024

Explore enterprise AI product management: benefits, risks, and deployment strategies for leveraging generative AI to drive innovation and solve business challenges.

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

GenAI Pipeline for Content Generation with Apache Airflow

Explore Apache Airflow's key features for building GenAI pipelines, including TaskFlow API, automatic retries, branching, and dynamic task mapping. Learn to overcome challenges in content generation workflows.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

The Art of Data Storytelling Powered by Oracle Analytics

Explore data storytelling techniques using Oracle Analytics to create impactful narratives that influence decision-making and drive insights from complex information.

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

Building Authorization with Node.js: Dos and Don'ts

Explore Node.js authorization best practices, from basic concepts to advanced techniques. Learn about access control models, policy languages, and tools for building robust authorization systems.

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