Data Science Conference Courses

The Art and Science of Infographic Design - Balancing Creativity and Data Analysis

Master the balance between creativity and data accuracy in infographic design through real-world examples, exploring effective decision-making techniques for compelling data visualization and analytics.

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

Visual Design - Creating Clean and Aesthetic Data Visualizations

Master the art of creating clean, aesthetic data visualizations through proven best practices and BI tool features to transform complex data into compelling stories that drive innovative business decisions.

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

A Journey of Audit Logs from Kafka to Elasticsearch - Building a Centralized Logging Platform

Discover how to build a scalable audit logging platform using Kafka and OpenSearch, focusing on tracking data modifications across multiple users and data models in business-critical systems.

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

From Data Lakes to Data Mesh - The Evolution of Redmesh

Explore Bosch Digital's journey from data lakes to data mesh through redmesh, a self-service platform revolutionizing enterprise data management and analytics for faster, more efficient data-driven decision making.

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

Introduction to GKE Setup of Airflow with Helm and Terraform

Master GKE deployment strategies using Terraform and Helm to efficiently set up and manage Airflow workflows in GitLab, with focus on Pod scheduling and infrastructure automation.

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

From Psychohistory to Curious Machines - AI-Powered Strategic Foresight

Explore how AI-powered foresight and strategic prediction evolve from Asimov's psychohistory concept to modern applications in trend forecasting and early adopter identification through Nextatlas.

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

Large Multimodal Models: From Browsers to Embodied AI

Explore the evolution of large multimodal AI models and their transition from text prediction to real-world applications, emphasizing safety alignment and human-centric design principles for autonomous systems.

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

Document Q&A Using LlamaIndex - Building Applications for Unstructured Data Extraction

Master document querying with LlamaIndex, a powerful tool for extracting answers from unstructured data like PDFs, presentations, and images, enabling efficient information retrieval and analysis.

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

Generative AI - Opportunities and Security Challenges

Explore the dual nature of Generative AI through an expert lens - from creative possibilities to security challenges, with practical insights for implementing protective measures in business environments.

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

Hands-on Quantum Computing - Programming and Problem-Solving with Quantum Algorithms

Dive into practical quantum computing fundamentals through hands-on exercises, exploring quantum gates, qubit manipulation, and algorithm implementation for real-world problem-solving.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

From Prototype to Production: A Framework for AI Implementation Solutions

Discover a strategic framework for transitioning AI prototypes to production, covering planning, feasibility assessment, risk mitigation, and implementation best practices through real-world examples.

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

Choosing AI Vision Solutions - A Comparative Analysis of Custom Vision and ChatGPT Vision

Explore the key differences between AI vision solutions, comparing Custom Vision and ChatGPT Vision through hands-on demonstrations of Azure services and practical implementation strategies.

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

Model Calibration Techniques for Discriminative and Generative Tasks

Explore techniques for aligning confidence predictions with output probabilities in both discriminative and generative models, from basic classification to advanced TrOCR methods.

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

Making Data Products with AI and LLMs - The Future of Work

Explore how AI and LLMs transform data product development, from planning to deployment, while gaining practical insights into future workplace dynamics and evolving data professional roles.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Testing and Building Production-Ready LLM-Based Conversational AI Systems

Explore practical insights and testing methodologies for enhancing chatbots with LLMs, from proof-of-concept evaluation to production-ready implementation strategies.

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