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

The DP-100 Designing and Implementing a Data Science Solution on Azure course provides learners with the knowledge and skills required to construct, implement, and manage machine learning and advanced analytics solutions on the Azure platform. This course focuses on how to use Python and machine learning knowledge to handle data import, preparation, model training, deployment, and solution monitoring using Azure Machine Learning and MLflow. It gives a complete knowledge of Azure's data science services, including Azure Machine Learning, Azure Databricks, and other relevant technologies, and is appropriate for both technical and non-technical audiences. In this program, participants will learn about big data analysis, distributed computing, streaming analytics, and machine learning in order to extract important insights from massive datasets. Data engineers, architects, analysts, and application developers who want to use Azure services for data science projects will find this course extremely useful in developing sophisticated analytics models and solutions.

Accredited By

  • 24 Hours Training
  • Online / Classroom / Onsite
  • 20 Apr, 2024 / 27 Apr, 2024
  • Additional Program Dates
  • 100K+ Happy Students

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What is our DP-100 Designing and Implementing a Data Science Solution on Azure course all about? 

The DP-100 Designing and Implementing a Data Science Solution on Azure course is a comprehensive program focusing on building, deploying, and managing machine learning and advanced analytics solutions on the Azure platform. This course offers extensive content on data ingestion, preparation, model training, and deployment using Azure Machine Learning and MLflow. Learners will benefit from the expertise of experienced instructors who provide hands-on lab activities to reinforce practical skills. The course equips participants with a deep understanding of Azure data science services like Azure Machine Learning and Azure Databricks. By completing this course, learners gain the necessary knowledge and skills to design end-to-end cloud data science solutions, implement security and compliance measures, and leverage Azure services effectively for advanced analytics projects.

 

Why is this DP-100 Designing and Implementing a Data Science Solution on Azure course important? 

The DP-100 Designing and Implementing a Data Science Solution on Azure course is crucial because it equips learners with the knowledge and skills necessary to design and implement effective data science solutions on the Azure platform. In today's data-driven world, organizations heavily rely on data science to gain insights and make informed decisions. This course covers essential concepts, tools, and techniques required to build and deploy data science models using Azure technologies. By completing this course, participants will be able to leverage Azure's powerful capabilities, streamline their data science workflows, and deliver impactful solutions that drive business success in an increasingly competitive landscape.

 

Why do companies hire professionals with DP-100 Designing and Implementing a Data Science Solution on Azure certification?

Companies recruit individuals with the DP-100 Designing and Implementing a Data Science Solution on Azure course certification because it proves the individual's skill in designing, constructing, deploying, and sustaining machine learning and advanced analytics solutions on the Azure platform. This certification confirms their abilities to use Azure services such as Azure Machine Learning and Azure Databricks to extract insights from massive datasets and construct data science solutions. Companies that hire trained people may successfully use Azure's capabilities for data science projects, enhance decision-making through advanced analytics, and gain a competitive advantage. These people provide essential knowledge in developing scalable and secure end-to-end cloud data science solutions, which contribute to the organisation's data-driven success.

Industry Trends


The growing need within organisations for experienced personnel who can successfully use Azure services to design and implement sophisticated analytics solutions is driving the need for experts with DP-100 Designing and Implementing a Data Science Solution on Azure course certification. These individuals are critical in extracting important insights from data, allowing data-driven decision-making, and nurturing a competitive edge in today's corporate landscape, which primarily relies on data-driven practices. Our DP-100 Designing and Implementing a Data Science Solution on Azure course has its own set of benefits and advantages. Let us see how.

Market trends

The DP-100 Designing and Implementing a Data Science Solution on Azure course is in high demand and offers several options. According to LinkedIn's 2021 Emerging Jobs Report, data science occupations have grown at a 46% yearly pace. Because Azure is a prominent cloud platform, professionals with DP-100 certification may capitalise on the growing need for qualified data scientists by utilising Azure's data science services.

 

Salary Trends

Professionals with the DP-100 Designing and Implementing a Data Science Solution on Azure course certification may take advantage of the rising demand and ample prospects. Data science jobs in Dubai pay well, with an average yearly salary of AED 215,000. Finance, healthcare, and technology require Azure-skilled data scientists to utilise sophisticated analytics and machine learning, making this certification valuable for professional advancement.

Demand & Opportunities


The DP-100 Designing and Implementing a Data Science Solution on Azure course opens up significant demand and lucrative opportunities in the field of data science. Companies looking to leverage Azure's data science services for advanced analytics and machine learning projects seek professionals with this certification. They have the expertise to design, build, deploy, and maintain end-to-end data science solutions on the Azure platform. The growing need for data-driven decision-making across industries presents ample opportunities for certified individuals to contribute to organizations' success and drive innovation through data science and advanced analytics.

Here are some of the roles that benefit from our DP-100 Designing and Implementing a Data Science Solution on Azure certification (as observed in popular job portals).

  1. Data Scientist  — They apply machine learning techniques, analyze data, and provide valuable insights to support decision-making and solve complex business problems.
  2. Data Engineer — They design and develop data pipelines, integrate diverse data sources, and ensure efficient data management and transformation for data science projects.
  3. Machine Learning Engineer — They build and deploy scalable machine learning solutions, optimise model performance, and collaborate with teams to implement end-to-end machine learning workflows.
  4. Data Analyst — They explore and analyze data, perform statistical analysis, and generate actionable insights to drive informed decision-making and enhance business performance.
  5. Solution Architect — They design and architect data science solutions, provide technical guidance and ensure the scalability, reliability, and security of data infrastructure and analytics platforms.

 

Course Outcome


Successful completion of our DP-100 Designing and Implementing a Data Science Solution on Azure certification training will help participants to:

  • Prepare for the DP-100 exam and earn the Microsoft Certified Data Scientist Associate certification.
  • Develop expertise in utilizing Azure Machine Learning and Azure Databricks for data ingestion, preparation, modelling, deployment, and monitoring in end-to-end cloud data science solutions.
  • Acquire the skills to leverage Azure services for big data analysis, distributed computing, streaming analytics, and machine learning, enabling the extraction of valuable insights from large datasets.
  • Gain a comprehensive understanding of working with Azure Machine Learning, Azure Databricks, and other related data science services available on the Microsoft Azure platform.
  • Prepare yourself to design, develop, test, deploy, monitor, and secure cloud data science solutions effectively, utilizing the full potential of Azure's data science services.

Course Module


Successful Azure Data Scientists can enrol for this program with a fundamental knowledge of cloud computing concepts and experience in general data science and machine learning tools and techniques. Specific knowledge in the following is necessary:

  • Creating cloud resources in Microsoft Azure
  • Using Python to explore and visualize data
  • Training and validating machine learning models using common frameworks like Scikit-Learn, PyTorch, and TensorFlow
  • Automated Machine Learning
  • Azure Machine Learning Designer
  • Working with Datastores
  • Working with Datasets
  • Introduction to Pipelines
  • Publishing and Running Pipelines
  • Hyperparameter Tuning
  • Automated Machine Learning
  • Monitoring Models with Application Insights
  • Monitoring Data Drift
  • Introduction to Azure Machine Learning
  • Working with Azure Machine Learning
  • Introduction to Experiments
  • Training and Registering Models
  • Environments
  • Compute Targets
  • Real-time Inferencing
  • Batch Inferencing
  • Continuous Integration and Delivery
  • Differential Privacy
  • Model Interpretability
  • Fairness

Program Dates


20 Apr
  • 09:00 AM
  • Sat
  • Online Live
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27 Apr
  • 11:00 AM
  • Sat
  • Classroom
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Expert Instructors & Teaching Methods


 

 

We, at Learners Point, take immense pride in our teaching methods and instructors. Our instructors are some of the best experts in their fields and employ a practical approach to learning. Many of them are globally recognised and have a diverse set of experience in their field of expertise. You are always sure to have the best in the industry as your teachers who are ready to guide you at every step and make the experience informative yet enjoyable.  Apart from the focus on learning your chosen course, our instructors also encourage students to develop communication skills and interpersonal skills necessary to excel in the practical world.

Our cutting edge teaching methods make every program an immersive and productive experience for the learners. Our learning methods are research-driven and are continuously updated to stay relevant to present times as well as the future. You will enjoy practical applications of everything learned through theory and regular mock examinations to help monitor your progress. Our courses are led by an instructor in a classroom setup and we do offer online high-quality sessions as well for individuals. We also monitor the training sessions with a progress tracker to maintain high standards of instruction & ethics.

Our Trainers

 

We, at Learners Point, take immense pride in our teaching methods and instructors. Our instructors are some of the best experts in their fields and employ a practical approach to learning. Many of them are globally recognised and have a diverse set of experience in their field of expertise. You are always sure to have the best in the industry as your teachers who are ready to guide you at every step and make the experience informative yet enjoyable.  Apart from the focus on learning your chosen course, our instructors also encourage students to develop communication skills and interpersonal skills necessary to excel in the practical world.

Our cutting edge teaching methods make every program an immersive and productive experience for the learners. Our learning methods are research-driven and are continuously updated to stay relevant to present times as well as the future. You will enjoy practical applications of everything learned through theory and regular mock examinations to help monitor your progress. Our courses are led by an instructor in a classroom setup and we do offer online high-quality sessions as well for individuals. We also monitor the training sessions with a progress tracker to maintain high standards of instruction & ethics.

Our Trainers

Why Count on Learners Point?


Learners Point Academy offers one of the leading DP-100 Designing and Implementing a Data Science Solution on Azure certification training, offering professionals the necessary skills and experience to have a successful career ahead.

What to expect if you join our DP-100 Designing and Implementing a Data Science Solution on Azure certification training:

  • We consider real-world scenarios that organisations face and tailor our DP-100 Designing and Implementing a Data Science Solution on Azure certification training and structure based on these practical requirements.
  • Aside from theoretical knowledge, we focus on practical case studies to give you a reality check and insight into what will be expected of you while working in a demanding role.
  • Our bespoke DP-100 Designing and Implementing a Data Science Solution on Azure certification training also provides you with hands-on experience by assigning tasks that are relevant to your current job.
  • In addition to group sessions, we offer one-on-one sessions to improve the quality of our DP-100 Designing and Implementing a Data Science Solution on Azure certification training.
  • We also employ a separate approach to career coaching in order to successfully place individuals as professionals.

Learners Experience


"Completing DP-100 on Azure was a game-changer for my career. The hands-on experience with Azure tools and real-world projects helped me gain confidence in building data science solutions. I'm now a certified Azure Data Scientist!"

Munir Reaz

Data Analyst

"DP 100 exceeded my expectations. The curriculum was well-structured, and the course materials were comprehensive. The interactive labs and exercises allowed me to apply the concepts I learned in a hands-on manner. I now feel well-prepared to tackle complex data science challenges in the industry."

Muhid Ali

Data Scientist

"DP 100 was a game-changer for me. The course provided a structured learning path and taught me how to leverage Azure's powerful data science tools effectively. The practical exercises and real-world projects helped me gain practical experience and build a strong portfolio. I landed a data scientist role soon after completing the course."

Wajid Ali

Database Engineer

"I highly recommend DP 100 to anyone interested in a career in data science. The course covered all the essential aspects of data science on the Azure platform. The instructor was knowledgeable and provided great support throughout the course. It has truly enhanced my data science capabilities."

Julius Victor

Solutions Architect

"DP 100 provided me with a comprehensive understanding of data science concepts and practical skills. The hands-on experience with Azure tools and technologies was invaluable. I now feel confident in designing and implementing data science solutions in real-world scenarios."

Ismail Akhtar

Data Analyst

Our Graduates


Our graduates are from big companies, small, companies, they are founders, career changers and life long learners. Join us and meet your tribe!

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

There is a significant demand for professionals with DP-100 Designing and Implementing a Data Science Solution on Azure certification in the global job market. Organizations across industries are increasingly relying on data-driven insights, creating numerous opportunities for certified individuals to leverage Azure's data science capabilities and drive business success.
Attending the DP-100 Designing and Implementing a Data Science Solution on Azure certification programme is crucial if you want to learn how to design, construct, deploy, and maintain data science solutions on Azure. It allows you to get the Microsoft Certified Data Scientist Associate certification, which validates your knowledge of Azure data science services.
The training sessions at Learners Point Academy are engaging, immersive and an intensive hands-on program. Depending on their needs, participants can select from instructor-led classroom-based group coaching, one-on-one training sessions and high-quality live and interactive online sessions.
Completing the DP-100 Designing and Implementing a Data Science Solution on Azure certification training adds significant value to your profile by preparing you to design, build, deploy, and maintain data science solutions on Azure, making you a sought-after professional in the field of data science and advanced analytics.
The DP-100 Designing and Implementing a Data Science Solution on Azure certification training is ideal for data engineers, data scientists, data analysts, and application developers who want to enhance their skills in designing and implementing data science solutions using Azure's data science services and tools.
At Learners Point Academy, if a participant doesn’t wish to proceed with the training after the registration due to any reason, he or she is entitled to a 100% refund. However, the refund will be issued only if we are notified in writing within two days from the date of registration. The refund will be processed within four weeks from the day of exit.
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