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

Build Your Career in Data Science. Begin Your Data Science Learning Today
Sapphire Global Data Scientist Training makes you a real Microsoft Azure Data Science Associate prodigy through various Data Science tools. Register now for Sapphire Global Data Scientist Course and become an erudite data science professional under the tutorship of highly experienced industry experts. Sapphire Global encompasses the key concepts in Data Science to acquaint the candidates with in-depth knowledge.

Overview

Love to Work on Data Science, AI & Machine Learning? Learn Microsoft Azure Data Science Associate Program

Microsoft Azure Data Science Associate Certification will verify a candidate’s Data Science knowledge to incorporate and execute machine learning workloads on Azure. It is a level-2 associate level certification, recommended for anyone who would like to work on Data Science, AI & Machine Learning, and everything pertaining to Data Scientist. This program covers Machine Learning algorithms that learns data and make intelligent decisions.

Why Have Microsoft Azure Data Science Associate Certification?

This program facilitates a candidate with knowledge of Data Science and ML to implement and execute their machine learning workload on Microsoft Azure.

Demand. Supply. Growth.

Demand

As long as organizations endlessly access and store data, the demand for cloud data will be booming.

Supply

Data Science domain is huge. No matter how many jobs get filled, there will still be a demand for Data Scientists i.e., the supply is short of demand.

Growth

Data science is useful for all businesses. And every business needs a data and analytics strategy. So, it will be growing steadily.

Who Is This Program For?

This program is for anyone with knowledge of a scripting language and a passion for building, testing, developing, and maintaining infrastructure.

What You Will Learn

After completing the course, a candidate will learn about Architecture, Azure Real-time Reference Architecture, Security Design Considerations, Resiliency & Scale, and Design for Efficiency & Operations.

Why Sapphire

By studying and preparing under the tutelage of Sapphire mentors, you will become a learned Data Science Associate professional. The mentors are industry experts with over a decade experience working in the management and senior-management positions in reputed organizations.

Flexibility

Learn at the convenience of your home. The online learning at Sapphire Global, powered by technology, will be interactive, more flexible, and cost-effective.

Blended learning

For convenience and effective teaching, we incorporate hybrid learning in which both the traditional classroom and online learning come together. Enjoy a rich learning experience with self-learning and real-time mentoring.

Instruction from Industry Expert Mentors

Sapphire’s mentors help you get noticed by top-notch companies looking for talented Microsoft Azure DevOps Engineer Associate professionals in India and overseas.

Job Assistance

• We guide you to prepare a well-crafted, thought-provoking resume.
• We help you prepare for interviews through mock interviews.
• We adopt an integrated approach through one-on-one and group mentoring.

Prerequisites

Module I: Data Platform Architecture Considerations

• Fundamental principles of creating architecture
• Design keeping Security in mind
• Performance & scalability
• Design for availability & recoverability
• Design for efficiency & operations
• Case Study

Lab: Case Study

• Fundamental principles for creating architecture
• Design keeping security in mind
• Consider performance & scalability
• Design for availability & recoverability
• Design for efficiency & operations

Module II: Azure Batch Processing Reference Architecture

• Lambda architecture from a Batch-mode POV
• Design of Enterprise BI solution in Azure
• Automation of Enterprise BI solutions in Azure
• Architecture of Enterprise-grade Interactive Bot in Azure

Lab: Architecture of Enterprise-grade Interactive Bot in Azure

• Lambda Architecture from a Batch-mode POV
• Design of Enterprise BI solution in Azure
• Automation of Enterprise BI Solution in Azure
• Automation of Enterprise BI Solution in Azure

Module III: Azure Real-Time Reference Architectures

• Lambda Architecture from Real-time POV
• Lambda Architecture from Real-time POV
• Design of Stream Processing Pipeline with Azure Databricks
• Creation of Azure IoT Reference Architecture

Lab: Azure Real-time Reference Architecture

• Describe Lambda Architecture from Real-time Mode POV
• Architect a Stream Processing Pipeline with Azure Stream Analytics
• Design a stream processing pipeline with Azure Databricks
• Create an Azure IoT reference Architecture

Module IV: Data Platform Security Design Considerations

• Defense in Depth Security Strategy
• Network-level Protection
• Identity Protection
• Encryption Usage
• Advanced Threat Protection

Lab: Data Platform Security Design Considerations

• Defense in Depth Security Approach
• Network-level Protection
• Identity Protection
• Encryption Usage
• Advanced Threat Protection

Module V: Designing for Resiliency & Scale

• Design Backup & Restoration Strategies
• Optimization of Network Performance
• Design for Optimized Storage & Database Performance
• Incorporation of Disaster Recovery into Architecture
• Design Backup and Restore strategies

Lab: Designing for Resiliency & Scale

• Adjust Workload Capacity by Scaling
• Optimize Network Performance
• Design for Optimized Storage and Database Performance
• Design a Highly Available Solution
• Incorporate Disaster Recovery into Architectures
• Design Backup and Restore strategies

Module VI: Design for Efficiency & Operations

• Maximizing the efficiency of your cloud environment
• Use monitoring & analytics to gain operational insights
• Use Automation to cut down on efforts and errors

Lab: Design for Efficiency & Operations

• Maximize the efficiency of your cloud environment
• Use monitoring and analytics to gain operational insights
• Use Automation to reduce efforts and errors

Curriculum

By studying and preparing under the tutelage of Sapphire mentors, you will become a learned Microsoft Azure Data Science Associate professional. The mentors are industry experts with over a decade experience, working in the management and senior-management positions in reputed organizations.

Flexibility

Learn at the convenience of your home. Also, you can either take the standard course (Two months/72 hours) course or the fast-track (Two weeks/72 hours). The online learning, powered by technology, will be interactive, more flexible, and cost-effective.

Blended learning

For convenience and effective teaching, we incorporate hybrid learning in which both the traditional classroom and online learning come together. Enjoy a rich learning experience with self-learning and real-time mentoring.

Instruction from Industry Expert Mentors

Sapphire’s mentors help you get noticed by top-notch companies looking for talented Microsoft Azure Data Science Associate professional in India and overseas.

Job Assistance

• We guide you to prepare a well-crafted, thought-provoking resume.
• We help you prepare for interviews through mock interviews.
• We adopt an integrated approach through one-on-one and group mentoring.

Training Options

INSTRUCTOR LEAD LIVE TRAINING
Rs. 35,000

  • Live Instructor Online training by Certified & industry expert Trainers
  • 24/7 One Demand Dedicated Server for Hands on Practice.
  • Flexibility to attend the class at your convenient time.
  • Earn a Skill Certificate
  • Professional Resume Preparation end of the trading period. 
  • Plus 45 Days of flexible access e-learning.
Make me an Expert

CORPORATE TRAINING

  • Customized Learning delivery model.
  • Our training practice are perfectly blended with options for effective live instructor lead hands on training.
  • Training need analysis.
  • Our Corporate training services are easy accessibility of LMS ( Learning Management System ) online or offline – anytime, anywhere, on any of your devices.
  • 24/7 learner assistance and Support

FAQs

Q.1 What is the difference between Data Science and Data Engineering?

Ans: The common misconception is Data Science and Data Engineering are same and are used interchangeably, although they overlap each other. However, the fact is data engineers collect data while data scientists, and constructs, develops, tests, and maintains architecture while Data Scientists, focussed on advanced math and statistical analysis, clean and organize data.

Q.2 What is the difference between Data Science and Business Intelligence?

Ans: These two broad terms are intimately related, but Data Science refers to predictive and prescriptive analysis while business intelligence refers to descriptive analysis.

Q.3 How many questions does Microsoft Azure DevOps Engineer Associate exam has?

Ans: The Microsoft Azure DevOps Engineer Associate exam has 40-60 question.

Q.4 What is the duration of Microsoft Azure DevOps Engineer Associate exam?

Ans: 120 mins.

Q.5 What is the passing score for Microsoft Azure DevOps Engineer Associate?

Ans: 700 out of 1000

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