DP-604T00 Implement a data science and machine learning solution for AI with Microsoft Fabric
Price
$495.00 USD
Duration
1 Day | Mon – Fri
2 Evenings | Sun – Thur
Delivery Methods
Virtual Instructor Led
Private Group
Excellence
At DSDT, we recognize that every professional arriving at our program possesses unique aspirations that demand nothing less than excellent training. Our CAREER SKILLS+â„¢ program is designed to not only meet but exceed your educational expectations, ensuring a robust path to career advancement.
Empowerment
Gain practical empowerment with hands-on training in the latest industry best practices, guided by seasoned experts. Our courses are structured to integrate seamlessly into your existing professional schedule, providing flexible yet comprehensive learning experiences.
Certification
Upon the successful completion of your coursework and real-world projects, DSDT will award you with a professional certificate, affirming your new skills and preparing you for further professional achievements.
Support
We provide round-the-clock support to all our participants, ensuring that every question is answered and every opportunity for excellence is seized. Our team is dedicated to your success in the program and beyond, helping you achieve outstanding results in your certification exams.
DP-604T00 Implement a data science and machine learning solution for AI with Microsoft Fabric
The DSDT Career Skills+ program presents an immersive exploration into the realm of data science and machine learning, empowering learners to harness the power of Microsoft Fabric for artificial intelligence applications. This comprehensive course equips participants with the essential tools and techniques to navigate the data science lifecycle, from data exploration to model deployment, enabling them to tackle real-world challenges with confidence.
Course Objectives
Upon successful completion of this course, participants will be able to:
Comprehend the data science process and its applications in the Microsoft Fabric ecosystem.
Leverage advanced data exploration techniques and visualizations to gain insightful perspectives.
Preprocess and transform data using Microsoft Fabric’s Data Wrangler for optimal model training.
Train, track, and manage machine learning models with MLflow and Microsoft Fabric’s cutting-edge tools.
Generate and deploy batch predictions from trained models, tailoring their behavior for specific use cases.
Who Should Attend?
This course is designed for individuals seeking to enhance their data science and machine learning skills within the Microsoft Fabric environment. It caters to professionals, researchers, and students aspiring to integrate digital technology with career development, fostering practical, real-world applications of AI solutions.
Course Prerequisites
Participants should possess a basic understanding of data concepts and terminology. Prior experience with programming or statistical analysis is beneficial but not mandatory.
Enterprise and individual training is available for this program.Â
Key Features
Intensive Bootcamp
Our 5 or 10 day bootcamp offers rigorous, instructor-led training that can be attended online via Microsoft Teams or in person in various cities. These sessions are designed to fit seamlessly into your professional life, ensuring you receive comprehensive preparation without compromising your daily responsibilities.
Certification Preparedness
Complete this 5 or 10 day intensive program in preparation to test for the DP-604T00 Implement a data science and machine learning solution for AI with Microsoft Fabric certification. Each participant will also receive a completion certificate, affirming your enhanced skills and knowledgeable experience.
Interactive Classroom Engagement
Our virtual training includes live lectures, demonstrations and virtual labs that allow you to participate in discussions with your instructor and fellow classmates to get real-time feedback.
Flexible Learning Options
This 5 or 10 day program is available both in-person and via live online formats, offering flexible scheduling options to accommodate your busy calendar. Whether it's during the weekday or the weekend, we make it easy for you to engage and learn.
Expert Instructors
DSDT prides itself on partnering with certified subject matter experts who not only bring over 10 years of real-world experience to the table but also create dynamic, interactive learning environments. Our instructors are dedicated to your success and professional growth.
Continued Learning Resources:
Upon completion of the course, students gain access to extensive post-class materials. This support system is designed to help learners review concepts, catch up on missed sessions, or refine their skills, ensuring continuous professional development and mastery of new competencies.
Exclusive Corporate Training
DSDT offers bespoke group training sessions tailored to the specific needs of your organization. Conducted by our top-tier instructors, these private courses are aimed at fostering collective advancement and skill enhancement within your team, leveraging our strong connections to local industries and cutting-edge digital technology practices.
Guaranteed Course Availability
All scheduled sessions of our program are guaranteed to run as planned, whether in a classroom, live virtual, or in-house setting. We ensure that you can rely on us for your educational needs without disruption.
Customized Training Solutions
Reflecting DSDT’s commitment to addressing specific industry demands, our subject matter experts develop customized training programs that focus on the particular objectives of your team. This approach not only enhances targeted skill development but also integrates practical, real-world applications essential for success in today’s digital landscape.
Agenda
Introduction to Data Science in Microsoft Fabric
Understand the data science process and its applications
Explore and process data with Microsoft Fabric’s tools
Train and score machine learning models using Fabric
Data Exploration with Notebooks
Explore the power of Notebooks in Microsoft Fabric
Load and preprocess data for exploration
Understand data distribution and handle missing data
Apply advanced data exploration techniques
Visualize data with interactive charts and plots
Data Preprocessing with Data Wrangler
Introduce Microsoft Fabric’s Data Wrangler tool
Perform data exploration and identify preprocessing needs
Handle missing data and outliers
Transform data using Wrangler’s operator library
Model Training and Tracking with MLflow
Understand machine learning model training in Fabric
Train and track models with MLflow and experiments
Manage and version models in Microsoft Fabric
Batch Prediction Generation and Deployment
Customize model behavior for batch scoring
Prepare and preprocess data for prediction
Generate and save predictions to a Delta table
Deploy models for real-time prediction services
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Unleash the power of data science and machine learning with Microsoft Fabric, and gain a competitive edge in the ever-evolving digital landscape.Â