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  1. Courses
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  3. Databricks Mosaic AI

Databricks Mosaic AI

This course on Databricks Mosaic teaches scalable AI workflows, from architecture to model optimization. Learn to build AI systems, integrate tools, and apply best practices for real-world use cases like fraud detection and predictive maintenance.

Yash Thakker
Yash Thakker
Data Science | core | 1 hour |   Published: Jul 2025
In partnership with: Coursera

    Discussions

Overview

1.9kSTUDENTS*
96.9%RECOMMEND*

This course includes:

  • 1 hour of on-demand video  
  • Certificate of completion  
  • Direct access/chat with the instructor 
  • 100% self-paced online 

Introduction to Databricks Mosaic: Scalable AI Workflows is your gateway to mastering efficient and scalable AI solutions. This course demystifies Mosaic, an innovative Databricks platform, and equips you with practical skills to design and implement AI workflows that address real-world challenges. 

 

Whether you’re a data scientist enhancing your toolkit, a data engineer seeking optimized pipelines, or a business leader exploring AI’s transformative power, this course delivers actionable insights tailored to your role.

Skills You Will Gain

Databricks
AI Workflows
Machine Learning
Scalable AI
Workflow Optimization

Learning Outcomes (At the end of this program you will be able to)

  • Analyze Mosaic’s architecture and illustrate its role in AI workflows.
  • Create a Mosaic workspace and demonstrate proficiency in navigating its tools.
  • Construct and execute a simple AI workflow using Mosaic.
  • Integrate Mosaic into real-world AI use cases and evaluate its effectiveness. 

Prerequisites

To get the most out of this course, participants should have a basic understanding of AI/ML principles and be familiar with the Databricks platform. This foundational knowledge will enable learners to effectively engage with the course material and apply the concepts to real-world AI workflows.

Who Should Attend

This course is designed for a diverse audience, including Data Scientists looking to expand their AI development toolkit, Data Engineers interested in scalable AI solutions, AI/ML Project Managers exploring Databricks for workflow optimization, and Business Leaders aiming to understand Mosaic’s AI capabilities.

Curriculum

Instructors

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Yes, we do offer a 100% refund guarantee for our courses within a specified time frame. If you are not satisfied with the course, contact our customer support team to request a refund with your order details. Some restrictions may apply.

*Where courses have been offered multiple times, the “# Students” includes all students who have enrolled. The “%Recommended” shown is also based on this data.
1Module 1: Introduction to Databricks Mosaic
2Module 2: Understanding & Working with AI Playground & Gateway
3Module 3: Agent Frameworks & ML Flow

Segment 01: Introduction and Welcome

Segment 02: Key Features of Mosaic for AI Workflows

Segment 03: Exploring Mosaic’s Architecture

Segment 04: Navigating Mosaic Tools within Databricks

Segmen 05: Understanding and working with AI Playground

Segmen 06: Working with AI Gateway

Segmen 07: Building quality AI Systems

Segmen 08: Fine-tuning an open-source model with custom data

Segment 09: Agent framework components

Segment 10: MLFlow Integration

Segment 11: Case Study Fraud Detection in Banking

Segment 12: Lessons Learned from Real-World Deployments

Segment 13: Congratulations and Continuous Learning Journey

Yash Thakker

Yash Thakker

With over a decade of dedicated experience in AI and product development, Yash has committed his career to pushing the boundaries of innovation. His journey began with a pivotal realization: the conventional 9-to-5 setup wasn’t aligned with his aspirations. This insight led him to embrace the entrepreneurial path, where he could channel his passion for AI into creating transformative solutions.

Yash’s career has been defined by his work on AI-driven products that not only meet current user needs but also anticipate future demands—fostering both personal and professional growth. His entrepreneurial ventures have played a critical role in advancing practical applications of AI. He is the founder of Explainx.ai, which specializes in e-learning materials and AI products, and Snapy.ai, an innovative automatic video editing tool. His leadership at AISOLO has resulted in the development of a wide range of initiatives, from generative AI solutions to comprehensive online courses, impacting thousands of learners and professionals around the world.

Beyond his entrepreneurial endeavors, Yash has held influential roles with several tech companies and startups. At Fynd, he contributed to building generative AI capabilities, while his work as a Product Manager at IDfy saw him leading the creation of fraud-free KYC solutions. These experiences have sharpened his skills in product development and user experience design.

Yash’s contributions span across multiple industries—including media, fintech, regtech, edtech, and martech—making him a well-rounded expert in leveraging AI to solve real-world problems. His diverse background enables him to provide unique insights and deliver meaningful value to both students and industry peers.

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