Data Science Conference Courses

Introduction to Lasso and Ridge Regression Models in R

Master linear regression regularization techniques through Lasso and Ridge methods in R, focusing on preventing overfitting and improving model reliability for more accurate predictions and estimations.

• YouTube
• 2 hours 10 minutes
• Self-Paced
• Free Video

Storytelling Through Data - Creating Impactful Insights Through Visualization and Analysis

Master the art of data-driven storytelling through structured approaches to analysis, visualization, and narrative creation. Learn to transform complex data into compelling, actionable insights that drive decision-making.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

AI's Impact on Croatia's Digital Healthcare Transformation

Explore how AI is revolutionizing Croatia's healthcare system through enhanced patient care, improved diagnostics, and streamlined healthcare management practices.

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

Revolutionizing AI Adoption with No-Code Efficiency for AI and ML Development

Discover how no-code platforms revolutionize AI and ML development, enabling professionals to design and deploy machine learning models without extensive coding expertise.

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

Deep Learning Techniques for Monocular Depth Estimation

Dive into advanced monocular depth estimation techniques, from transfer learning to Vision Transformers and Meta AI's DINOv2 model, exploring cutting-edge solutions in computer vision.

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

Productionizing Jupyter Notebooks - From Development to Production Environments

Master the transition from Jupyter notebooks to production environments, exploring challenges and solutions through Versatile Data Kit (VDK) for enhanced data analytics and machine learning workflows.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

Augmented Reality Development with ARKit Framework

Dive into augmented reality development with Apple's ARKit framework, learning essential techniques and practical implementations for creating immersive AR experiences and interactive applications.

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

Simplifying Event-Driven Services with FastStream - A How-To Guide

Master FastStream's Python framework capabilities for building efficient event-driven services, with practical examples and implementation strategies for seamless service communication and multiple broker integration.

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

Automation of the Automation Using ChatGPT for Test Generation and Integration

Master prompt engineering and ChatGPT integration for automated testing, focusing on Playwright implementation, self-testing mechanisms, and practical DSL development for UI and API test generation.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

The Synthetic Data Advantage - Getting Both AI Privacy and Explainability

Discover how synthetic data revolutionizes AI development by enabling privacy-preserving machine learning, streamlined data access, and enhanced explainability while exploring practical implementation techniques.

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

Identification of Building Thermal Model Using Data Science Tools

Discover how to create building thermal models using data science tools instead of complex mathematical approaches, streamlining the process for efficient control algorithm implementation.

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

Creating Ethical Generative AI for Enterprises Using IBM Watsonx.ai

Discover practical strategies for implementing enterprise-level generative AI using IBM Watsonx.ai platform, focusing on ethical deployment, classification tasks, and content generation with various LLM options.

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

Build End-to-End MLOps Platform with Open Source DVC Ecosystem

Master MLOps platform development using DVC ecosystem for data versioning, experiment tracking, and CI/CD pipeline automation. Learn practical implementations across various industries and ML applications.

• YouTube
• 2 hours 10 minutes
• Self-Paced
• Free Video

Gamified Reinforcement Learning: Mastering AI through Video Games

Dive into reinforcement learning through interactive game development, creating intelligent agents with neural networks while mastering fundamental AI concepts through hands-on, visual demonstrations.

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

Create ML Framework - Introduction to No-Code Machine Learning

Discover how to build and train machine learning models using Apple's Create ML framework, with hands-on demonstrations for image, video, motion, sound, text, and tabular data predictions in Xcode.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video