Data Science Conference Courses

Google Colaboratory and Python - Deep Learning Basics for Computer Vision Tasks

Master Python image processing and CNN fundamentals using Google Colaboratory, from basic image manipulation to building and training neural networks for computer vision tasks.

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

MRI Brain Scan Classification Using FastSurfer, XGBoost and 3D CNNs

Master medical image classification techniques using FastSurfer pipeline, XGBoost, and 3D CNNs for MRI brain scan analysis. Learn preprocessing steps and implement neural networks in PyTorch for advanced medical data analysis.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Fall in Love with Data Transformation - Using DBT for Effective Data Workflows

Master data transformation with DBT, exploring its integration with SQL and Python. Learn fundamental use cases and workflows to streamline data processes and enhance efficiency in modern data engineering practices.

• YouTube
• 1 hour 42 minutes
• On-Demand
• Free Video

Introducing Two Criteria for Future Data Prediction with ML Models

Explore transparent evaluation methods for ML models through new criteria linking database characteristics to machine learning metrics, focusing on future data prediction and unbiased assessment.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Object Detection Using OpenCV - Building Computer Vision Models

Master object detection fundamentals with OpenCV, from identifying objects in images to implementing practical computer vision solutions for real-world applications.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Transaction Log as the Heart of Delta Lake - Understanding Structure and Operations

Dive into the mechanics of Delta Lake's transaction log through hands-on PySpark exercises, exploring its structure, operations, and advantages over traditional data lakes.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Implications of Generative AI in Court Systems - A Legal and Constitutional Analysis

Explore the intersection of AI and judicial systems, examining fundamental rights, regulatory needs, and international collaboration for responsible AI implementation in courts.

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

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