Creating a roadmap for becoming a proficient Databricks Data Engineer in 2024 involves several key steps and milestones. Below is a detailed roadmap that includes the necessary skills, tools, and knowledge areas to focus on: Q1: Foundation and Basics Introduction to Databricks: Understand what Databricks is and its place in the data ecosystem. Familiarize yourself with the Databricks interface and workspace. Basic Data Engineering Concepts: Learn the basics of data engineering. Understand ETL (Extract, Transform, Load) processes. Programming Skills: Python: Focus on basics to advanced Python. SQL: Master SQL for querying databases. Introduction to Apache Spark: Learn the basics of Apache Spark. Understand Spark architecture and components. Q2: Intermediate Skills and Databricks Certification Databricks Platform: Deep dive into the Databricks platform. Understand Databricks notebooks, clusters, and jobs. Spark with Databricks: Learn how to run Spark jobs on Databricks. Explore RDDs, DataFrames, and Spark SQL. Data Ingestion and Storage: Learn to ingest data from various sources (e.g., databases, CSV, JSON). Understand Databricks Delta Lake for data storage. Databricks Certification: Prepare for and obtain the Databricks Certified Associate Developer for Apache Spark certification. Q3: Advanced Data Engineering and Specialization Advanced Spark Techniques: Learn advanced Spark concepts like optimization, partitioning, and tuning. Explore Spark MLlib for machine learning tasks. Data Engineering on Databricks: Understand advanced data engineering workflows on Databricks. Learn about Databricks Pipelines and scheduling ETL jobs. Delta Lake: Deep dive into Delta Lake features such as ACID transactions, schema enforcement, and time travel. Implement and optimize Delta Lake in your projects. Data Governance and Security: Learn about data governance best practices. Understand how to implement data security and compliance using Unity Catalog in Databricks. Q4: Real-World Projects and Continuous Learning Real-World Projects: Apply your skills to real-world data engineering projects. Work on end-to-end ETL pipelines, data warehousing solutions, and data streaming applications. Advanced Databricks Features: Explore Databricks features like Databricks SQL, Photon, and AutoML. Understand how to use Databricks for data science and analytics. Community and Continuous Learning: Join Databricks community groups and forums. Attend webinars, conferences, and meetups. Keep up with the latest trends and updates in the Databricks ecosystem. Further Certifications: Aim for advanced certifications like Databricks Certified Professional Data Engineer. ... View more

What's Your Databricks Aha! Moment? 🌟 Whether you’re new to Databricks or a seasoned pro, there’s always that one moment when everything just clicked. Maybe it was when you nailed a tricky notebook, optimized a query, solved a big data challenge, or realized how collaboration can change the game. We’d love to hear your Databricks Aha Moment! Share your story in the comments below and inspire others! Let’s celebrate those breakthroughs together. 🚀 ... View more

We’re curious to hear how you’re using Databricks in your projects. Whether it’s an innovative use case or just an example of everyday work, share your story and inspire others. Let us know in the comments below! ... View more

On April 12, 2025, Jaipur's data and AI community came alive at the first Databricks User Group Meetup, a collaborative effort by Databricks, Origin, and Arya College of Engineering & IT. The event was a vibrant convergence of students, professionals, and industry leaders, all united by a shared passion for data innovation.​ The event brought together over 150 attendees, including 30+ industry delegates and 15+ student volunteers, for a half-day of learning, conversations, and inspiration around data, analytics, and AI. Highlights from the Day Jagmohan kicked off the day by sharing the objective behind the event — to plant the seeds of a vibrant data and AI community in Jaipur. He spoke about the growing need for collaboration between academia and industry and encouraged students to stay curious, upskill, and participate actively in the ecosystem. Vibhor shared the story of Databricks’ evolution — from research roots to becoming the backbone of data innovation in modern enterprises. Vaibhav’s session unpacked the capabilities of Unity Catalog, showcasing how it enables scalable, secure, and simplified data governance across organizations. Ayush walked the audience through the rise of LLMs (Large Language Models), their real-world applications, and where their current limitations lie — making complex topics accessible and relatable. The panel discussion, "From Campus to Career: Student Paths in AI, Data & Analytics," was one of the most interactive parts of the event. The session sparked enthusiastic questions from students and delegates — from how to break into data careers to how to get started with Databricks. The curiosity and energy in the room reflected a real hunger to learn and grow. Behind the Scenes: Making It Happen A lot of thoughtful planning and coordination went into making this event a reality. From curating content to managing logistics and follow-ups, it was a true team effort. Special thanks to: Origin for leading the initiative and community outreach Databricks for backing the event and supporting developer communities worldwide Arya College for providing the venue and mobilizing a fantastic volunteer team Looking Ahead: Be Part of What’s Next This meetup was just the beginning. We’ll be back with more sessions and opportunities to collaborate and grow as a community.   Follow the hashtags: #DatabricksJaipur | #FriendsOfDatabricks | #DatabricksUserGroupJaipur Thank you to everyone who joined us — let’s keep building this together.         ... View more

Join us at the Databricks User Group Jaipur to experience a unique convergence of data enthusiasts, AI experts, and industry leaders. This event is a platform to build a thriving Data, AI, and Analytics community in Jaipur, fostering collaboration between academia and industry. Whether you're a student, professional, or an industry leader, this event will offer valuable insights, hands-on learning, and networking opportunities. Event Overview:  Date: April 12, 2025  📍Venue: Arya College of Engineering and Information Technology, Jaipur 📝Event Type: In-person (Technical Sessions, Panel Discussion, Networking) Why Attend? Knowledge Sharing & Learning: Gain insights into the latest trends in Data, AI, and Analytics through expert-led sessions. Community Engagement: Connect with like-minded professionals and students to exchange ideas and solutions. Industry-Academia Collaboration: Discover how to bridge the skills gap and make yourself job-ready for the data-driven future. Agenda: 10:00 AM - 10:15 AM - Welcome to Databricks User Group Jaipur Meetup 10:15 AM - 11:00 AM - Tech Session 1: Journey of Databricks as the leading Data and AI company 11:00 AM - 11:45 AM - Tech Session 2: Databricks Unity Catalog: The Guide to Unified Data Governance 11:45 AM - 12:00 AM - Networking Break 12:00 PM - 12:45 PM -Tech Session 3:The Journey of LLMs :Evolution, Application and Limitations 12:45 PM - 1:15 PM - Panel Discussion: From Campus to Career: Student Paths in AI, Data & Analytics 1:30 PM - 2:00 PM - Lunch & Networking Speakers & Panelists: Jagmohan Singh Rathore, Managing Director - India, Origin     Vibhor Goyal, Senior Solutions Consultant, Databricks  Vaibhav Sharma, Solutions Architect, Origin   Ajay Singh Hada, Founder, Ariaiq   Ayush Badhera, AVP, Celebal Technologies   Nitisha Bhargava, Director HR, Rightpoint     Meetali Jain, Ai Engineer,Origin   Don’t Miss Out! Secure your spot today and be a part of the vibrant Data & AI community at Databricks User Group Jaipur. If you are part of the Databricks Community, RSVP directly using the buttons above. For others, simply Register Here to confirm your participation! 👉Join us to learn, connect, and grow with industry experts and fellow data enthusiasts! Event Support & Partners: The Databricks User Group Jaipur is made possible with the invaluable support of our partners who are committed to building a thriving Data, AI, and Analytics community in Jaipur. Our Partners: Databricks The world’s leading unified data and AI platform, helping organizations accelerate innovation by enabling data-driven insights and decision-making.  👉Visit: Databricks Official Website Origin A forward-thinking company born in the AI era, delivering cutting-edge Analytics, AI, and Application Modernization solutions to unlock the full potential of data. 👉Visit: Origin Digital Official Website Arya College of Engineering and Information Technology One of Jaipur’s premier engineering institutions, dedicated to fostering knowledge and skills among students and future tech leaders through innovative education and research. 👉Visit: Arya College Official Website Social Media and Community Engagement Stay connected with the Databricks User Group Jaipur and never miss an update! Join our LinkedIn Group to connect with fellow data enthusiasts, share your thoughts, and be a part of ongoing discussions! Follow us on Twitter: Databricks User Group Jaipur  Let’s build a vibrant community together! 🚀   ... View more