Secure Python ML - The Major Security Flaws in the ML Lifecycle and How to Avoid Them
Uncover critical security risks in machine learning lifecycle, from training to deployment. Learn practical mitigation strategies and tools to secure ML systems effectively.
What Transitioning from Male to Female Taught Me About Leadership
Explore leadership insights gained through gender transition, offering unique perspectives on personal growth, decision-making, and overcoming challenges in both personal and professional contexts.
Leading & Growing Software Teams
Practical insights on effective software team leadership, covering role expectations, work rhythm, communication, and fostering team growth. Ideal for developers transitioning to management roles.
Dr. Jekyll & Mr. Hyde - Transition from Developer to Manager Without Going Crazy or Becoming Evil
Explore the transition from developer to manager, addressing common concerns and providing guidance on decision-making and preparation for this career shift.
Tales of Python Security
Explore recent CPython security issues, learn responsible reporting, and discover best practices for protection and response in this informative session on Python ecosystem vulnerabilities.
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.
Rapid Prototyping in BBC News with Python and AWS
Explore rapid prototyping techniques for news innovation using Python and AWS, focusing on efficient project cycles, ideation methods, and cloud technologies for accelerated delivery.
LocalStack - Turbocharging Dev Loops and Team Collaboration for Cloud Applications
Optimize cloud development with LocalStack: a local AWS cloud stack for faster testing, debugging, and collaboration. Explore hands-on scenarios, integrations, and Python internals.
Unleashing the Power of dbt and Python for Modern Data Stack
Explore dbt integration with Python for modern data infrastructure. Learn best practices, tool integration, and complex data analysis using fal package, with real-world examples.
Fighting Money Laundering with Python and Open Source Software
Explore Python-based techniques and open-source tools for detecting fraudulent transaction chains and providing insights to combat money laundering in financial investigations.
Test Your Data Like You Test Your Code
Discover data unit testing: a crucial tool for data scientists to ensure product quality. Learn implementation techniques and best practices for robust data-driven solutions.
Solving Data Problems in Management Accounting
Streamline management accounting with Python: automate data screening, identify outliers, and improve report accuracy using statistical tools and machine learning for enhanced productivity.
Introducing Incompatible Changes in Python
Explore strategies for implementing incompatible changes in Python, focusing on documentation, compatibility, migration tools, and long-term design to minimize future disruptions.
Dive into Codebase Like a Pro
Learn strategies to efficiently navigate and maintain inherited codebases, minimizing frustration and maximizing productivity. Gain insights on improving code handover for smoother transitions in software development projects.
Adding Zero-Downtime Migrations Strategy in a SaaS Project
Learn techniques for implementing zero-downtime database migrations in SaaS projects, ensuring smooth updates without service interruptions while handling large-scale client databases.
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.
Windows Azure SQL Database Design - Silver Lining and Dark Side
Explore Windows Azure SQL Database design, covering editions, limitations, costs, data types, and modeling. Learn 10 tips for effective design and migration strategies.
Data Mining in SQL Server Analysis Services
Explore advanced data mining techniques using SQL Server Analysis Services to uncover hidden patterns and gain valuable insights from your datasets.
Enabling Familiar, Powerful Business Intelligence
Empower users with business intelligence through familiar Office tools and manage data needs with a powerful, scalable platform for meaningful insights across web and organizational information.
Business Analytics 2013 - Visualizing Data with Power View
Explore data visualization techniques using Power View to create interactive reports and enhance business analytics capabilities.