Data Science Festival Courses

Data Analytics Competitions: A Guide for Success

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Discover strategies for excelling in data analytics competitions, from understanding their unique nature to securing top positions using various statistical approaches.

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

Smart Retailing: Optimization Techniques for Strategic Success

Dive into data-driven retail optimization techniques, leveraging analytics and machine learning to enhance decision-making, streamline processes, and boost profitability in the retail sector.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Decoding AI's Impact on the Creative Landscape - A Traffic Light Analysis

Explore AI's evolving impact on creative industries through a unique traffic light system, examining breakthroughs, challenges, and concerns in AI-driven creativity and digital transformation.

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

Product Analytics and Personalization for Facebook and Instagram Shops

Discover how Meta leverages data analytics for product development through a case study of Facebook and Instagram Shops, exploring the crucial roles of Data Engineering and Data Science.

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

Moving Data Platforms to Knowledge Platforms - From Data Architecture to Enterprise AI

Discover how knowledge platforms and graphs revolutionize enterprise AI by transforming traditional data architectures into dynamic, context-rich knowledge systems for enhanced data utilization.

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

Building an Enterprise Scale MLOps Platform - From Development to Deployment

Discover how NatWest built a streamlined MLOps platform to enhance productivity, automate ML workflows, and ensure security compliance in enterprise-scale machine learning operations.

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

Moving from Offline to Online Machine Learning with River

Discover how to transition from batch processing to real-time stream processing in machine learning, focusing on River's capabilities for incremental learning and model adaptation.

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

Using Generative AI and Python to Remove PII from Data with Amazon Bedrock

Master AWS Bedrock and Python implementation for automated PII removal in data using generative AI models through practical demonstrations and architectural insights.

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

Actionable AI Models for Predicting Patient Risk in Chronic Obstructive Pulmonary Disease

Discover how AI models are revolutionizing COPD patient care through risk prediction, from development to real-world clinical implementation, featuring insights on model deployment, monitoring, and integration challenges.

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

AI Ethics: From Theory to Practice - A Guide to Responsible Implementation

Explore practical approaches to AI ethics, from global landscape and regulatory frameworks to implementing ethical innovation in real-world data science applications.

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

Relevance Revolution - Unlocking User-Centric Recommendations and Forecasting

Discover how data analytics and machine learning optimize digital advertising campaigns through advanced targeting, prediction models, and ROI maximization strategies for data-driven success.

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

Leveraging Kubernetes for Scalable and Cost-Effective ML Serving on AWS

Discover how to optimize ML infrastructure using Kubernetes on AWS, focusing on scalability, reliability, and cost-effectiveness through real-world implementation strategies and solutions.

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

Marketing Attribution: Make the Most of Your Data - Bayesian Marketing Mix Models

Dive into advanced Bayesian Marketing Mix Models and attribution strategies, exploring data integration, stakeholder insights, and experimental calibration techniques for enhanced marketing analytics.

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

Enhancing AI with Real-Time Data - Unlocking Contextual Insights

Discover how real-time data integration enhances AI systems, improves contextual understanding, and revolutionizes business workflows through advanced RAG techniques and cutting-edge implementation strategies.

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

Building RAG Applications from Scratch with NVIDIA NIM Microservices

Dive into building scalable RAG applications using NVIDIA NIM microservices, covering text embedding, reranking, and chatbot integration for high-performance AI deployment.

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