Train MachineLearning Models with MLflow in Microsoft Fabric
What you'll learn
- Learn how to train and Track Machine Learning Models with MLflow in Microsoft Fabric
- Fundamentals of Data Science and Machine Learning
- Deep dive into MLflow's core components and how they integrate with Microsoft Fabric
- A hands-on Linear Regression Project involving MLFlow and Microsoft Fabric
Requirements
- No experience needed, we will cover everything from scratch.
Description
MLflow is transforming how we develop and deploy machine learning models. It solves critical challenges in the ML lifecycle - from tracking experiments and comparing results to packaging models for deployment. Combined with Microsoft Fabric's enterprise-grade platform, you'll learn industry-standard practices for managing your ML projects.
The highlight of this course is our end-to-end project, where you'll experience the full ML lifecycle. You'll learn to track experiments, compare model versions, and manage your ML pipeline effectively - skills that are invaluable in real-world data science roles.
Top Reasons why you should learn Microsoft Fabric :
Microsoft Fabric is a combination of all the #1 cloud based Data Analytics tools from Microsoft that are used industry wide.
The demand for data professionals is on the rise. This is one of the most sought-after profession currently in the lines of Data Science / Data Engineering / Real Time Analytics.
There are multiple opportunities across the Globe for everyone with this skill.
This is a new skill that has a very few expert professionals globally. This is the right time to get started and learn Microsoft Fabric.
Microsoft Fabric has a small learning curve and you can pick up even advanced concepts very quickly.
You do not need high configuration computer to learn this tool. All you need is any system with internet connectivity and you can practice Fabric within your browser, no installation required.
Top Reasons why you should learn MLFlow :
MLflow is a versatile, expandable, open-source platform for managing workflows and artifacts across the machine learning lifecycle.
MLflow is an open source platform for managing machine learning workflows. It is used by MLOps teams and data scientists.
Machine Learning is one of the most sought after skill in today's world and MLFlow is one of the top tools to run ML solutions industry wide.
Top Reasons why you should choose this Course :
This course is designed keeping in mind the students from all backgrounds - hence we cover everything from basics, and gradually progress towards advanced topics.
Step by Step Instruction to complete the ML project together.
Links to support portal, documentation and communities.
All Doubts will be answered.
New content added regularly and useful educational emails are sent to all students.
Most Importantly, Guidance is offered beyond the Tool - You will not only learn the Software, but important Machine Learning principles.
A Verifiable Certificate of Completion is presented to all students who undertake this Microsoft Fabric + MLflow course.
Who this course is for:
- Microsoft Products and Cloud Computing professionals and enthusiasts
- Data Engineers, Data Analysts, ML Developers who want to learn how to use Microsoft Fabric to build end-to-end data analytics solutions.
- Data enthusiasts who would love to learn new technologies
- Machine Learning Enthusiasts exploring MLFlow to train and track models
- Anybody looking to upskill to a technology in demand that pays well
Instructor
- 4.2 Instructor Rating
- 13,630 Reviews
- 462,758 Students
- 63 Courses
Studied Engineering, worked in 4 MNCs by far, and traveled across the Globe for work. Currently in the role of Analyst/Developer in a reputed Organization. Loves teaching, loves learning. Here to share Data Analytics, Data Visualization, Business Intelligence, Data Science and other Software Development tips.
Motto of life : Sky above me. Earth below me. Fire within me.