All current Conference Talks courses in 2024
731 Courses
Why You Always Had Trouble Understanding Metaclasses
Explore how misleading terminology in programming can lead to confusion, using metaclasses and AI as examples. Learn the importance of clear naming for better understanding.
The Myth of Neutrality - How AI is Widening Social Divides
Explores how AI systems perpetuate and amplify societal biases, examining real-world examples of algorithmic discrimination and discussing potential solutions for building more equitable AI technologies.
PySnooper - Never Use Print for Debugging Again
Discover PySnooper, a powerful debugging tool for Python. Learn to create code intelligence tools, make open-source projects viral, and explore alternative debugging solutions like PuDB.
Synergize AI and Domain Expertise - Explainability Check with Python
Explore model explainability using SHAP algorithm in Python, focusing on building trustworthy AI models and integrating domain expertise for practical industry applications.
Killer Robots Considered Harmful
Explore the technological, legal, and ethical aspects of autonomous weapons and automated targeting systems in military conflicts, examining their potential impacts and controversies.
AI for Content Moderation at PayPal
Explore AI-driven content moderation strategies at PayPal, covering challenges, datasets, pre-trained models, and multi-language support for tackling hate speech and toxic content online.
DevOps vs AGI
Explore the intersection of AI, ethics, and digital regulation, and learn how developers can contribute to solving global challenges like sustainability and peace.
Music Information Retrieval with Python
Explore musical AI and Python-powered music information retrieval. Learn to analyze, generate, and interact with music using code, with no prior music theory knowledge required.
Apache Spark vs Cloud-Native SQL Engines
Opinionated comparison of Apache Spark and cloud-native SQL engines, exploring their strengths, use cases, and complementary nature for data processing and business intelligence tasks.
Unlocking the Power of What-If Analysis for BI, Data, and AI with Taipy
Explore practical implementation of what-if analysis using Taipy for data exploration and decision-making. Learn to assess outcomes by varying input parameters in datasets.