DSS Newsletter: AI & Data Insights

As we step into a brand-new year, we’re embracing 2025 with fresh energy, bold challenges, and exciting opportunities.

In this edition of DSS Insights, you’ll find:

• A look back at our 2024 highlights and the milestones we achieved together.
• The recording of our December webinar, "Replace Chaos with Scalable ML Systems", where we explored the ML to MLOps journey for Leaders.
• A practical guide to Databricks Lakehouse Federation by our Data Engineer, Micha? Mi?osz.
• A recap of the 12 Days of OpenAI Updates, as shared on our social media throughout December.
• An invitation to our January webinar, packed with insights and strategies to start the year strong.

Let’s dive into 2025 with inspiration and innovation!

1. DS Stream 2024: A Year of Growth and Impact

2024 was a transformative year for DS Stream. We grew, delivered, and continuously pushed boundaries. The numbers in the graphic tell part of the story, but the true impact goes beyond the stats:

• New talent: Welcoming exceptional experts to our team.
• Projects delivered: Turning innovative ideas into measurable results.
• Certifications: Staying ahead with cutting-edge expertise.
• New clients & partners: Building stronger collaborations.
• Events & conferences: Sharing knowledge and forging valuable connections.
• Team moments: Celebrating the energy behind great work.
• Community growth: Thank you for being part of our journey.

2. Watch Now: Replace Chaos with Scalable ML Systems

Struggling with disorganized machine learning workflows or operational bottlenecks? Our recent webinar, "Replace Chaos with Scalable ML Systems," is now available to watch on our YouTube.

In this session, our experts, Jakub Dubowik and Rados?aw Suwa?a, shared practical strategies for implementing MLOps to streamline your ML projects. Highlights include:

• Our approach to cloud-agnostic MLOps deployment.
• Real-world case studies showcasing scalable solutions.
• Examples from GCP, Azure, and AWS stacks to suit diverse needs.

This webinar is a must-watch for leaders aiming to simplify workflows and boost efficiency in ML operations.

?? Watch the full recording on YouTube

Don’t forget to subscribe to our YouTube channel for more insightful content coming soon!

3. Databricks Lakehouse Federation: A Practical Guide

Discover how to unlock the full potential of your data with Databricks Lakehouse Federation. Micha? Mi?osz, one of our Data Engineer, provides an in-depth guide to leveraging this powerful feature. With Lakehouse Federation, you can query and analyze data from multiple sources seamlessly—without the need for data movement.

In this practical article, you’ll learn:

• How to connect diverse data sources for unified analysis.
• Techniques for efficient federated querying within Databricks.
• How centralized governance enhances control and security over your data.

This guide is perfect for those looking to optimize workflows and make data more accessible and actionable.

?? Read the full article here: Lakehouse Federation in Databricks: A Practical Guide

4. Highlights from OpenAI’s "12 Days of Updates"

In December, OpenAI unveiled 12 impactful updates, reshaping the AI landscape. From advancements in model performance to tool integration and pricing models, these updates highlight a clear push towards accessibility, customization, and innovation in AI solutions.

• Day 1: A new pricing model makes AI more accessible and cost-efficient.
• Day 2: Custom GPTs enhancements allow for tailored solutions with fine-tuned control.
• Day 3: Performance improvements boost response times and model accuracy.
• Day 4: Image generation capabilities expand with better quality and flexibility.
• Day 5: API updates simplify integration for developers across platforms.
• Day 6: Improved memory management ensures more coherent, contextual interactions.
• Day 7: Voice generation updates add natural intonation and multilingual support.
• Day 8: Enhanced data security options prioritize user control and compliance.
• Day 9: Open-source tools enable seamless collaboration and community-driven development.
• Day 10: Accessibility improvements broaden AI use for a diverse range of users.
• Day 11: Knowledge updates ensure models stay up-to-date with the latest information.
• Day 12: Future plans shared a glimpse into OpenAI’s roadmap for 2025 and beyond.

We covered these updates in detail on our Linkedin - check for a detailed breakdown.

5. Join Our Webinar: Revolutionize Your Business with AI Agents

Discover how AI agents are transforming operations, enhancing decision-making, and driving revenue growth. This webinar will explore real-world applications, operational efficiency, and steps to identify your first AI agent use case.

When? January 29, 4 PM CET

Speakers:

• Bartosz Chojnacki – Generative AI Engineer and DevOps Specialist.
• Dawid Kamrowski – Data Scientist with expertise in machine learning and cloud-based solutions.

?? Register here

Thank you for joining us in this edition of DSS Insights!

Stay tuned for more knowledge, updates, and opportunities to innovate with AI and data.

Don’t forget to follow us on LinkedIn, X, and BlueSky for real-time updates.