Hey everyone 👋

I recently started my Databricks learning journey about a month ago, and I wanted to share what I’ve learned so far from one beginner to another.

Here are a few highlights:
1️⃣ Understanding the Lakehouse Concept - Realized how Databricks combines the best of data lakes and data warehouses in one unified platform.
2️⃣ Getting Started with Notebooks - I practiced running PySpark code directly inside notebooks, which helped me explore data and visualize results quickly.
3️⃣ Learning About Delta Tables - Discovered how Delta Lake makes data versioning and updates easy with ACID transactions.
4️⃣ Experiment Tracking with MLflow - Even though I’m still exploring it, MLflow looks powerful for keeping track of models and experiments.

Next, I plan to build a small end-to-end pipeline and start experimenting with ML models using Databricks.

If anyone has beginner-friendly project ideas or tips, I’d love to hear them! 🙌

#Databricks #LearningJourney #DataEngineering #MLflow #DeltaLake