Conf42 Courses

Optimizing Apache Spark and SQL for Improved Performance

Enhance Apache Spark and SQL performance through optimization techniques. Learn strategies for improved efficiency in data processing and analysis.

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

Enriching Generative AI Events in Real-Time Streaming Pipelines

Explore real-time streaming pipelines for enriching generative AI events, covering unstructured data handling, Milvus architecture, and NiFi 2.0 features with practical demos.

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

Why Most Data Projects Fail and How to Avoid It

Discover strategies to prevent data project failures and ensure success in machine learning initiatives. Learn from industry insights and best practices.

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

Unlocking LLM Potential: A Journey with APIs

Explore LLM potential through APIs, covering environment setup, basics, chat conversations, and practical demonstrations. Gain insights and lessons for effective implementation.

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

Affordable ML Platform: Key Components and Technical Points

Explore affordable ML platform design, components, and technical considerations for efficient and cost-effective machine learning implementation.

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

Ecommerce Omni-Channel Optimization Using AI

Optimize e-commerce operations with AI-driven inventory management, order routing, and dynamic allocation across omnichannel platforms. Learn forecasting models, machine learning techniques, and reinforcement learning for improved efficiency.

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

Unveiling Tomorrow: Exploring the Frontiers of Generative AI

Explore the frontiers of generative AI, from emerging models and use cases to challenges, trends, and regulatory implications. Gain insights into implementation, security, and future developments.

• YouTube
• 1 hour
• On-Demand
• Free Video

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

The Rise of AI Agents - Understanding Trust and Expectations

Explore the emergence, functionality, and future implications of AI agents, focusing on trust, problem-solving capabilities, and their potential impact on individuals and society.

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