Azure Data Scientist Certification (DP-100 Training)
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MICROSOFT AZURE DATA BOOTCAMP

Azure Data Scientist Certification (DP-100 Training)

Transform Your Career In 3 days
Attending the MCA Azure Data Scientist Associate, students will take the DP-100 exam (Designing and Implementinga Data Science Solution on Azure) to achieve the MCA Microsoft azure data Scientist Associate Certification. This hands-on, instructor-led live camp focuses on the real-world responsibilities of an Azure Data Scientist.
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Syllabus

Course Description

The Microsoft Certified Associate - Microsoft Azure Data Scientist Associate 3 day boot camp focuses on actual job task using Azure Machine Learning Service. Students learn how to operate machine learning solutions at cloud scale using Azure Machine Learning.

The Microsoft Certified Azure Data Scientist Associate boot camp is taught using Microsoft Official Courseware

DP-100: Designing and Implementing a Data Science Solution on Azure

While attending this 3 day camp - students will take one exam (DP-100) to achieve the Microsoft Certified Azure Data Scientist Associate certification.  This hands on, instructor led live camp focuses on the real world responsibilities of an Azure Data Scientist.

Skills Gained:

Design a data ingestion strategy for machine learning projects
Design a machine learning model training solution
Design a model deployment solution
Explore Azure Machine Learning workspace resources and assets
Explore devceloper tools for workspace interaction
Make data available in Azure Machine Learning
Work with environments in Azure Machine Learning
Find the best classification model with Automated Machine Learning
Track model training Jupyter notebooks with MLflow
Run a training script as a command job in Azure Machine learning
Track model training with MLflow in jobs
Run piplines in Azure Machine learning
Perform hyperparameter tuning with Azure Machine Learning
Deploy a model to a managed onlin endpoint
Deploy a model to a batch endpoint

MCA Azure Data Scientist Associate Training & Certification Boot Camp – 3 Days (1 Course, 1 Exam, 1 Cert)

Topics Covered in this Official Boot Camp

Design a data ingestion strategy for machine learning projects

Design a data ingestion strategy for machine learning projects

  • Identify your data source and format
  • Choose how to serve data to machine learning workflows
  • Design a data ingestion sulution
Design a machine learning model training solution

Design a machine learning model training solution

  • Identify machine learning tasks
  • Choose a service to train a machine learning model
  • Decide between compute options
Design a model deployment solution

Design a model deployment solution

  • Understand how model will be consumed
  • Decide on real-time or batch deployment
Explore Azure Machine Learning workspace resources and assets

Explore Azure Machine Learning workspace resources and assets

  • Create an Azure Machine Learning workspace
  • Identify Azure Machine Learning resources
  • Identify Azure Machine Learning assets
  • Train models in the workspace
Explore developer tools for workspace interaction

Explore developer tools for workspace interaction

  • Explore the studio
  • Explore the Python SDK
  • Explore the CLI
Make data available in Azure Machine Learning

Make data available in Azure Machine Learning

  • Understand URIs
  • Create a datastore
  • Create a data asset
Work with compute targets in Azure Machine Learning

Work with compute targets in Azure Machine Learning

  • Create and use a compute instance
  • Create and use a compute instance
  • Create and use a compute cluster
Work with environments in Azure Machine Learning

Work with environments in Azure Machine Learning

  • Understand environments
  • Explore and use curated environments
  • Create and use custom environments
Find the best classification model with Automated Machine Learning

Find the best classification model with Automated Machine Learning

  • Preprocess data and configure featurization
  • Run an Automated Machine Learning experiment
  • Evaluate and compare models
Track model training in Jupyter notebooks with MLflow

Track model training in Jupyter notebooks with MLflow

  • Configure MLflow for model tracking in notebooks
  • Train and track models in notebooks
Run a training script as a command job in Azure Machine Learning

Run a training script as a command job in Azure Machine Learning

  • Convert a notebook to a script
  • Run a script as a command job
  • Use parameters in a command job
Track model training with MLflow in jobs

Track model training with MLflow in jobs

  • Track metrics with MLflow
  • View metrics and evaluate models
Run pipelines in Azure Machine Learning

Run pipelines in Azure Machine Learning

  • Create components
  • Create a pipeline
  • Run a pipeline job
Perform hyperparameter tuning with Azure Machine Learning

Perform hyperparameter tuning with Azure Machine Learning

  • Define a search space
  • Configure a sampling method
  • Configure early termination
  • Use a sweep job for hyperparameter tuning
Deploy a model to a managed online endpoint

Deploy a model to a managed online endpoint

  • Explore managed online endpoints
  • Deploy your MLflow model to a managed online endpoint
  • Deploy a model to a managed online endpoint
  • Test managed online endpoints
Deploy a model to a batch endpoint

Deploy a model to a batch endpoint

  • Understand and create batch endpoints
  • Deploy your MLflow model to a batch endpoint
  • Deploy a custom model to a batch endpoint
  • Invoke and troubleshoot batch endpoints

Certification Camps has developed a comprehensive training / delivery format focused on learning beyond the generic book content (accessible to any Microsoft training provider). Our program incorporates interactive demonstrations and detailed real world explanations. When possible - additional content, videos, labs & demonstrations are provided to expand on advanced topics - providing additional insight and perspective.  Certification Camps training is not the typical book & PowerPoint presentation found at any local training center.

As a Microsoft Certified Partner with Gold Learning Competency - we adhere to the strict guidelines, standards and requirements to use Microsoft's exclusive curriculum. More over - our standards go beyond the "minimum requirements" set forth by Microsoft Learning.

We leverage our partnership benefits of courseware customization to build end to end technology training solutions. Students gain practical skills which can be implemented immediately.

At most training centers - learning starts on the first day of class and ends on the last day. Our boot camp training program is designed to offer resources before, during and after the training.

CERTIFICATION CAMPS FACILITIES

CAMPUS - Certification Camps built out a stand alone training center (not a hotel conference room) with spacious classrooms, new desk, Herman Miller Aeron chairs & comfortable common areas. Each student has a dedicated desk with two monitors. Each classroom has a maximum of two rows - so everyone is able to be engaged without the "back row" feeling.

CLASSROOM EQUIPMENT - Students work on a dedicated Dell Client Desktop with 32GB memory with 512GB SSD drives - All Labs are executed the extremely fast Microsoft Data Center Hosted Lab Environment .

CAMPUS INTERNET - The campus is connected with a 1Gbps (1,000 Mbps) Verizon Fios Business Connection which provides complete internet (including VPN) access for students.

COMMON AREA - Amenties including snacks, drinks (Coffee, 100% juices, sodas, etc) all complimentary.

LODGING - We use the Hyatt Place Lakewood Ranch. This "upgraded" hotel offers extremely comfortable beds, great breakfast and very fast  internet access.

NEAR BY - Many shops, restaurants and grocery options are available within walking distance. Additionally - the hotel provided scheduled shuttle services. Restaurants like Cheesecake Factory, California Pizza Kitchen, Panera Bread, Bone Fish Grill, Ruby Tuesday's, Five Guys, Chipotle, Chili's and over 20 additional choices in the immediate area.

What's Included

Every Microsoft Azure Data Boot Camp Comes With

Live Training
Accelerated Live Training by Certified Trainers
Exam Voucher
Exam voucher
Exam Pass Guarantee
One Retake Voucher Per exam, if Needed
Satisfaction Guarantee
Re-sit Your Class at no Additional Charge up to 6 Months
Practice Exams
Vetted and Monthly Updated Practice Exam Resources
Extended Access
90-day Extended Access to Boot Camps Components
How it Works

How Does the Certification Camps Boot Camps Work?

Start your learning immediately with access to content as soon as your registration is processed.
1
Step 1
Before the Boot Camp
Start learning now. Once your registration is processed, you will receive access to materials. Prepare for your live boot camp, identify knowledge gaps to maximize your boot camp experience.
2
Step 2
During the Boot Camp
Attend instructor led live training at our facility in Florida or online (same class, same instructor, same interaction). In person or online – you are actively engaged with the instructor and other students participating in presentations, labs, hands on demonstrations and other learning tools. Students take the certification exam(s) while attending the camp.
3
Step 3
After the Boot Camp
Continue to access your student lab environment for 90 days after your camp is over. In the event you need to defer your exams or would like to re-sit the training – you have up to 6 months after the camp is complete.
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Guaranteed Results

The Certification Camps Difference

Expert Instructors
We guarantee you’ll pass your exam or you can retake the class for free.
Guaranteed Classes
Our classes run as scheduled, no cancellations, ensuring you can plan ahead.
High Exam Pass Rate
95% of our students pass their certification exams on first attempt.
20+ Years Experience
With over 20 years in training, we’ve helped thousands achieve certification success.
Your Questions Answered
What is the difference between a bootcamp and a traditional class?
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At Certification Camps, we offer instructor-led, accelerated training programs—commonly referred to as “bootcamps.” Unlike traditional classroom courses that span weeks or months, our bootcamps are designed to deliver intensive, focused learning in a much shorter timeframe. This means students can master key technologies and prepare for certification in just a few days, without sacrificing quality or depth of instruction.
My company is paying for training. Can I get a quote for approval and an invoice?
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Yes! You can use the “Generate a Quote” button on our website to receive an instant, formal quote for approval. Once you’re ready and complete registration, an invoice will be sent to you automatically.
Are these bootcamps the official vendor certified courses?
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Yes – Certification Camps is a certified training partner for all vendors on our website, all training materials are official courseware (no third-party courseware).
Are exams administered while attending the training?
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Yes – if you attend in person – the exams are administered at our training facility by Pearson Vue. If you are attending online – you have the option to take the exam online or we will provide you with a voucher to take the exam at a local Pearson Vue test center.
Are these courses instructor led live training events?
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Yes – every bootcamp regardless of in person (at our Florida training center) or online are the same instructor led live training events. You see the instructor, interact with the instructor, view the instructors screen – the instructor is able to assist with labs, answer questions – completely the same experience if you attend online or in-person.
Are your instructor’s vendor certified?
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Yes – every instructor is certified by the related vendor. For example – every instructor delivering our Microsoft bootcamps are Microsoft Certified Trainers (MCT), every instructor delivering Amazon AWS are Amazon Authorized Instructors (AAI).
Can I attend your instructor led live courses in Florida?
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Yes – regardless of where you are located – you can attend any of our bootcamp from our facility in Sarasota, FL. In addition to the training – we offer an add on optional domestic travel option which includes up to $500 in airfare and lodging starting the day of the camp and checking out on the final day of camp.