Conf42 Courses

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

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