Data Science Festival Courses

Getting Started with Blockchain Analytics

Explore cryptocurrency scams, thefts, and blockchain analytics using data science techniques. Learn about free tools and project ideas to boost your crypto data science portfolio.

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

How Bumble Inc's Open Source Private Detector Is Helping Make the Internet Safer for Women

Explore Bumble's AI-powered Private Detector™: an open-source tool combating cyberflashing by detecting and blurring lewd images, making the internet safer for women.

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

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

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

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

From Swipe to Safety: Trust and Safety for Authentic Online Connections

Explore safeguarding online dating, generative AI's impact on user safety, and Trust & Safety's interdisciplinary approach to counter online harms in this insightful talk.

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

NLP Projects at Connex One - Sentiment Analysis, Entity Recognition, and Call Summarization

Explore ongoing NLP projects at Connex One, from sentiment analysis to call summarization. Gain insights into successes and challenges in AI implementation for data-driven solutions.

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

Enhancing Speech Analytics with Whisper: A Speech Recognition Evaluation

Explore how Whisper speech recognition enhances Athena Speech Analytics, comparing its performance to task-specific models for improved customer experience and workforce efficiency.

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

The Application of AI Technology in CCaaS

Explore AI applications in contact centers, focusing on omni-channel engagement platforms and implications for Data Science teams in CCaaS solutions.

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

First Steps on the Journey to Become More Data Driven - What We've Learnt Along the Way

Discover how a firm's administration business embraces data analytics to enhance pension scheme members' experience, with insights on implementing a customer web portal.

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

Transforming Financial Data into Risk Management Insights

Explore economic scenario generators for financial risk management, leveraging data science techniques and strong governance to model uncertain futures.

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

Using Data Science Techniques to Promote Cross-Selling Opportunities and Understand Client Needs

Explore market basket analysis and sentiment analysis for identifying cross-selling opportunities and understanding client needs in this data science presentation.

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

BuzzWords - How Bumble Does Multilingual Topic Modelling at Scale

Explore Bumble's innovative GPU-powered solution for multilingual topic modeling, enabling faster analysis of millions of data points using BERT-based models.

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

Retail Media Science: From Measurement to Optimization

Explore retail media fundamentals, budget optimization techniques, and advanced marketing modeling approaches for effective measurement and optimization in the retail media landscape.

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

Introduction to Natural Language Processing and Deep Learning

Explore NLP and deep learning techniques, from traditional word embedding to modern attention mechanisms, with practical examples for extracting insights from text data.

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

Introduction to Neural Networks

Explore neural networks, their components, and architectures. Learn about RNNs, LSTMs, and CNNs with practical examples in Python for movie review and image classification tasks.

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

Introduction to Natural Language Processing - Key Concepts and Business Applications

Explore key NLP concepts, business applications, and cloud computing's role in training complex models. Gain insights into how machines understand human language and process it rapidly.

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