Data Science Festival Courses

Love and Robots - Filtering Cheeky from Toxic with AI Content Moderation

1 rating

Explore AI's role in content moderation, distinguishing harmful from benign content through context-aware technology to foster genuine online connections.

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

Can We Trust AI? Understanding and Training Virtual Assistants

1 rating

Explore the importance of training virtual assistants, their potential pitfalls, and how to ensure AI reliability. Gain insights into effective AI interaction and learn to share your expertise with others.

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

Data Analytics Competitions: A Guide for Success

1 rating

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

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

From Code to Compliance - An Overview of AI Regulations for Data Practitioners

Explore AI regulations, standards, and responsible development practices to drive organizational value and foster innovation in the evolving regulatory landscape.

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

Practical Applications of Generative AI: Building a Chatbot for Document Q&A

Explore Retrieval Augmented Generation to build chatbots that answer questions about unseen documents, leveraging the power of Generative AI and Large Language Models.

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

How Tech Helps High Yield Lawyers Work More Efficiently - Shaking Off the Powersuit

Discover how modern tech and LLM integrations streamline legal debt document analysis, enhancing efficiency for high yield lawyers in leveraged finance.

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

Building RAG Systems with Mixed Numeric and Text Data - Workshop

Learn to build high-performing RAG systems by combining numeric and text data embeddings. Explore efficient retrieval techniques for LLMs and improve chatbot performance using an HR policy example.

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

Fraud Prevention in Online B2B Transactions

Discover cutting-edge fraud prevention strategies for B2B transactions, leveraging ML models, data infrastructure, and MLOps for enhanced precision and collaboration.

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

The Power of Knowledge Graphs and AI - A New Era for Developers and Data Scientists

Explore Knowledge Graphs and AI: Learn technical aspects, real-world applications, and future trends. Discover how to leverage these technologies for data harmonization and inference.

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

Haleon's LLM Translation Tool Development Story

Explore Haleon's journey in developing an LLM-based translation tool, from architecture to challenges, for efficient multilingual communication in a global company.

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

7 Learnings from Scaling a Data Science Product in PowerBI

Discover key insights on scaling data science products in PowerBI, focusing on AI-driven player experience personalization in the gambling industry.

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

Gender Bias in Machine Learning - Challenges and Solutions

Explore gender bias in AI, its impact on society, and strategies to address it in machine learning algorithms and data. Gain insights into creating fairer, more inclusive AI systems.

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

Automated Data Quality Checks for Big Datasets Using Machine Learning

Explore automated data quality checks for big datasets using Deequ, Spark, and ML techniques. Learn to enforce data reliability in real-time with practical examples from Amazon and Visa.

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