---

🤝 COLLABORATION

Learn ML Engineering for Free on ML Zoomcamp

Learn ML engineering for free on ML Zoomcamp and receive a certificate! Join online for practical, hands-on experience with the tech stack and workflows used in production ML. The next cohort of the course starts on September 15, 2025. Here’s what you’ll learn:

Core foundations:

• Python ecosystem: Jupyter, NumPy, Pandas, Matplotlib, Seaborn
• ML frameworks: Scikit-learn, TensorFlow, Keras

Applied projects:

• Supervised learning with CRISP-DM framework
• Classification/regression with evaluation metrics
• Advanced models: decision trees, ensembles, neural nets, CNNs

Production deployment:

• APIs and containers: Flask, Docker, Kubernetes
• Cloud solutions: AWS Lambda, TensorFlow Serving/Lite

→ Register here

---

📅 Today’s Picks

Transform PDFs to Pandas with Docling’s Complete Pipeline

Problem

Most PDF processing tools force you to stitch together multiple solutions – one for extraction, another for parsing, and yet another for chunking.

Each step introduces potential data loss and format incompatibilities, making document processing complex and error-prone.

Solution

Docling handles the entire workflow from raw PDFs to structured, searchable content in a single solution.

Key features:

• Universal format support for PDF, DOCX, PPTX, HTML, and images
• AI-powered extraction with TableFormer and Vision models
• Direct export to pandas DataFrames, JSON, and Markdown
• RAG-ready output maintains context and structure

---

☕️ Weekly Finds

semantic-kernel [AI Orchestration] – Model-agnostic SDK that empowers developers to build, orchestrate, and deploy AI agents and multi-agent systems with enterprise-grade reliability.

transformers [Machine Learning] – The model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

whisper [Speech Recognition] – Robust Speech Recognition via Large-Scale Weak Supervision. A multitasking model for multilingual speech recognition, translation, and language identification.

Looking for a specific tool? Explore 70+ Python tools →

---