Data Science Conference Courses

Complex Networks Sparsification - Methods and Tools

Discover essential network sparsification techniques for identifying meaningful connections in complex networks, from social platforms to word networks, while effectively managing noise and non-essential edges.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Introduction to Orchestrating ETL Processes with Apache Airflow

Master Apache Airflow's workflow management capabilities for ETL processes through practical examples. Learn core concepts like DAGs, Tasks, Variables, and XComs while building efficient data engineering pipelines.

• YouTube
• 1 hour 59 minutes
• Self-Paced
• Free Video

Molecule Testing for Ansible-Driven Data Lake Deployments on Kubernetes

Master automated data lake deployment workflows using Molecule, Ansible, and Kubernetes. Learn to set up and test multi-node clusters with essential data services like Elasticsearch, JupyterHub, Spark, and Airflow.

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

Build Your Own Generative AI Chatbot with Watsonx Assistant

Master the creation of generative AI chatbots using Watsonx Assistant, from basic setup to advanced webhook integration and LLM implementation for sophisticated conversational applications.

• YouTube
• 1 hour 54 minutes
• Self-Paced
• Free Video

Optimizing Workloads with Transformers and Diffusers

Discover how Transformers and Diffusers architectures can optimize workloads, enhance efficiency, and revolutionize both natural language processing and computer vision applications in deep learning.

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

Revolutionizing Automation: Retrieval-Augmentation with LLMs

Discover how Retrieval-Augmented Generation and LLMs transform business automation through practical applications, real-world case studies, and industry-specific implementation strategies.

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

A Hybrid LLM-Based Enterprise Chatbot Solution - Weaver Peer

Discover how Weaver Peer combines domain-based and LLM chatbots to create an innovative enterprise solution for enhanced customer engagement and query management.

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

Relation Extraction from Texts Using OpenNRE - A Beginner's Guide

Master relation extraction techniques using OpenNRE toolkit in Python, from basic concepts to practical implementation. Perfect for beginners seeking to uncover meaningful connections in text data.

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

Building LLM Applications with LangChain - From Chatbots to Database Assistants

Master LangChain framework fundamentals and build practical applications with large language models, including document-based Q&A chatbots and natural language database query assistants.

• YouTube
• 1 hour 59 minutes
• Self-Paced
• Free Video

From RNNs to Transformers - A Journey Through Language Modeling

Explore the evolution of language models from RNNs to Transformers, understanding attention mechanisms and investigating the minimal requirements for coherent language generation in AI systems.

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

From Procedural Game Assets to Generative Art - Modern Tools and Unconventional Approaches

Explore the evolution from procedural game assets to generative art, discovering innovative approaches that merge modern tools with unconventional creative methodologies for digital artistic expression.

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

Augmenting our Reality with Technology: A Practical Guide to Real-world Applications of AR/MR/VR

Explore practical applications of AR/MR/VR technologies across various fields, from cultural heritage to gaming, while understanding their potential impact on user experiences and data utilization.

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

Integrating Stable Diffusion Generative AI in Artist Workflows

Discover how to enhance artistic workflows by integrating Stable Diffusion AI tools, focusing on efficiency improvements and custom solutions for streamlining creative processes.

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

Introduction to Data Mining for Healthcare Domain

Discover how data mining transforms healthcare through accessible tools and techniques, focusing on diagnosis, therapy discovery, and medical research - no programming experience needed.

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

ChatBot Learning Assistant with Large Language Models - From POC to MVP

Discover how to architect and optimize chatbot assistants powered by Large Language Models, from POC to MVP, focusing on multi-route approaches, latency solutions, and handling edge cases.

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