Data, ML and GenAI Engineering on Azure Databricks (Udemy.com)
Work with Apache Spark and Build Custom Machine Learning, Deep Learning, GenAI models and RAG Chatbots
Created by: Kuljot Singh Bakshi
Last updated July 2026
What you will learn
- Data Analytics with Apache Spark in Azure Databricks
- Machine Learning with Azure Databricks
- Deep Learning with Azure Databricks
- Generative AI with Azure Databricks
- Implementation of complex concepts like RAG, Hyperparameter tuning, Model Serving with Azure Databricks
How it compares
Against the other 1,182 rated Udemy courses in IT & Software on CourseDuck:
- Rating4.6 out of 5higher than 67% of them
- Reviews476#594 of 1,183 by number of reviews
- Length8.6 hourslonger than 65% of them
- Last updatedJuly 2026more recently than 81% of them
Course Description
Unlock the transformative potential of Azure Databricks with this comprehensive course on Data Analytics, Machine Learning, Deep Learning, and Generative AI. Designed for professionals and enthusiasts, this course equips you with cutting-edge skills to harness the power of Apache Spark and seamlessly integrate it with Azure Databricks for data-driven solutions.
Azure Databricks, a unified analytics platform, is revolutionizing how businesses analyze data and deploy machine learning at scale. This course dives deep into its robust features, helping you process large datasets with Apache Spark and extract meaningful insights in real time.
You will explore the full spectrum of machine learning and deep learning applications, from predictive modeling to advanced neural networks. Learn to train, optimize, and deploy models effectively while mastering Databricks’ MLflow for seamless model management and tracking.
But we don’t stop there! The course also delves into Generative AI, the forefront of AI innovation. Understand how to leverage generative models to create text, images, and synthetic data for diverse use cases. From foundational concepts to advanced implementations, you'll learn to build intelligent systems that think, learn, and generate.
Key highlights of the course:
Comprehensive introduction to Azure Databricks and its architecture.
Real-time data analytics with Apache Spark.
Building scalable machine learning pipelines.
Deep learning fundamentals and applications in Azure.
Harnessing Generative AI for innovative solutions.
Hands-on projects and real-world scenarios for practical understanding.
Whether you're a data engineer, machine learning practitioner, or an AI enthusiast, this course is your gateway to mastering modern data science and artificial intelligence with Azure Databricks. Join now and elevate your career to the next level!
Instructor Details
- 4.6 Rating
476 Reviews
Kuljot Singh Bakshi
Kuljot Singh Bakshi is an Azure, Databricks, and AI instructor passionate about making complex cloud and artificial intelligence technologies easier to understand through practical, hands-on learning. Through his courses on Udemy, he has helped tens of thousands of learners build skills across AI, cloud computing, data engineering, generative AI, and emerging agentic technologies.
Kuljot is also a Udemy Instructor Partner. Several of his courses have also been selected for the Udemy Business collection, bringing his content to professional learners and organizations around the world.
His teaching philosophy revolves around simplifying technically challenging concepts without losing their practical depth. His courses combine clear explanations with demonstrations, hands-on labs, real-world scenarios, and certification-focused learning. This approach has earned consistently positive feedback from learners, particularly for his ability to break down complex technologies into approachable and actionable concepts.
Alongside teaching, Kuljot is pursuing his undergraduate degree in Environmental Science and Engineering at the Indian Institute of Technology Bombay (IIT Bombay). His interests increasingly lie at the intersection of artificial intelligence, cloud technologies, data, and sustainability.
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Reviews
By Shouvik Basu on 9/7/2026
Overall good coverage but the examples are similar and very basic. Getting list of hotels in a city is all the use case we saw, a bit of variation will make this course better.
By Prashant Srivastava on 5/17/2026
It was a great expereince. A very good basic learning databricks course at academic level.
By Madhu Sudan Pisupati on 1/2/2026
Just starting the amazing journey you have envisioned for some one who is still learning.Thanks a million Kuljot, the Singh of M!!
By Thierry Luhandjula on 9/3/2025
It was very informative; it filled in many blanks I have. Will definitely go through it again for a better grasp
By SHUBHADIP DASGUPTA on 8/18/2025
I think someone who is beginning with LLM and Gen AI . This course is really great. It explains the concepts in a very simple and structured manner.
By Chandrashekar Someswar on 5/27/2025
This course provides valuable insights into AI and ML components within Databricks and Azure OpenAI. Kuljot's explanations are exceptional. However, I anticipated more detailed scenarios and coverage of additional areas. Overall, it's a great starting point for learning about AI in Databricks.
By Udemy User on 5/22/2025
The course is exceptionally detailed, yet each concept is explained in clear, easy-to-understand language. Every step is thoroughly broken down, making it easy to follow along. I’m impressed by the quality and will definitely be enrolling in more of the author’s courses.
By Darin Ashley on 5/20/2025
Excellent instructor. Videos are very up to data with azure and databricks interfaces.
By Francisco Quintana on 2/18/2025
It is pretty good for intro level but for a intermediate/advance user it is not that useful.
By Pablo Dafonte Iglesias on 2/17/2025
Good explanation of the content, accompanied by clear examples that you can download and use as a reference for your own projects. It is very well organised to incorporate Databricks tools and components throughout the course.
Quality Score
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Overall Score : 92 / 100










