If you're looking to build your skills in Data Science and Machine Learning, the DP-100: A-Z Machine Learning using Azure Machine Learning course might be just what you need. This course will prepare you to pass the Azure DP-100 Certification exam and earn the much-awaited Microsoft Certified: Azure Data Scientist Associate certificate. With a 4.48591 rating aggregate and 6378 course reviews, it's clear that this course provides valuable insights into the world of Data Science.
Why Choose the DP-100 Certification?
The DP-100 Certification is one of the very few certifications in the field of Data Science and Machine Learning. By earning this certification, you will be able to successfully demonstrate your knowledge and abilities in the field of Data Science and Machine Learning. This will improve your job prospects substantially in these fields. With Machine Learning being one of the hottest and top-paying skills, it's important to stay ahead of the curve and obtain certifications that can help you further your career.
Key Points about the DP-100 Course
- The course covers the most current syllabus, as of May 2021.
- The 100% syllabus of the DP-100 Exam is covered.
- The course has very detailed and comprehensive coverage with over 200 lectures and 25 hours of content.
- Crash courses on Python and Azure Fundamentals are available for those who are new to the world of Data Science.
What You'll Learn in the Course
The DP-100: A-Z Machine Learning using Azure Machine Learning course covers a wide range of topics, from Machine Learning fundamentals and Python to planning and creating suitable environments in Azure, creating machine learning models, and deploying them in production. The course is designed for Data Scientists and focuses on testing their knowledge of Data Science and Machine learning to implement machine learning models on Azure. You'll learn how to:
- Create an Azure Machine Learning workspace
- Manage data objects in an Azure Machine Learning workspace
- Manage experiment compute contexts
- Create models by using Azure Machine Learning Designer
- Run training scripts in an Azure Machine Learning workspace
- Generate metrics from an experiment run
- Use Automated ML to create optimal models
- Use Hyperdrive to tune hyperparameters
- Manage models
- Create production compute targets
- Deploy a model as a service
- Create a pipeline for batch inferencing
- Publish a designer pipeline as a web service
The course provides detailed explanations of input parameters to the models, how to evaluate and score models, and how to choose the best model using Hyperparameter Tuning. It also covers topics like Cluster Analysis and Feature selection using Filter-based as well as Fisher LDA of AzureML Studio, and concludes by demonstrating how to deploy your models as a webservice using Azure Machine Learning Studio.
Why Choose Azure Machine Learning Studio?
Learning Machine Learning and then deploying Machine Learning Models have been challenging in the past. But with Azure Machine Learning Studio, Microsoft's way of democratizing Machine Learning, creating and deploying machine learning models can be done in less than an hour. This revolutionary tool helps you to implement your models seamlessly, without having to write lines of code or learn complex programming concepts.
Azure Machine Learning (AzureML) is considered a game changer in the domain of Data Science and Machine Learning. The DP-100 course uses Azure Machine Learning (AzureML) Studio, which is a great tool for building advanced models without writing a single line of code, using simple drag and drop functionality. The course has been designed with the entry-level Data Scientist in mind and can help even those with no background in programming to learn the AzureML tool.
The course is very hands-on, and you'll be able to develop your own advanced models while learning Advance Data Processing methods. You'll also learn statistical analysis of the data using Azure Machine Learning Modules, MICE, SMOTE, PCA, Two class and multiclass classifications, Logistic Regression, Decision Trees, Linear Regression, Support Vector Machine (SVM), and more.
Reviews from Previous Students
The DP-100: A-Z Machine Learning using Azure Machine Learning course has received high ratings and positive reviews from the thousands of students who have completed it. Here are some feedbacks from previous students:
- "The instructor explained every concept smoothly and clearly. I'm an accountant without a tech background nor excellent statistical knowledge. I do really appreciate these helpful on-hand labs and lectures. I passed the DP-100 in Dec 2020. This course really helped."
- "Cleared DP-100 today with the help of this course. I would say this is one of the best courses to get in-depth knowledge about Azure machine learning and clear the DP-100 with ease. Thank you, Jitesh and team, for this wonderful tutorial that helped me clear the certification."
- "The instructor explained math concept clearly. These math concepts are necessary as a foundation of machine learning and also helpful for studying DP-100 exam concepts. Passed DP-100."
The instructor is highly committed and invested in his students' success, providing answers to all questions and updating the course regularly with newer features. The course provides comprehensive coverage of Azure Machine Learning to help you prepare for the entry into the hot career path of Machine Learning.
Is the DP-100 Certification Worth It?
The DP-100: A-Z Machine Learning using Azure Machine Learning course provides thorough coverage of advanced Machine Learning techniques and tools, as well as Azure's unique approach to democratizing Machine Learning. It is designed for Data Scientists who are committed to improving their career prospects and aims to prepare them to pass the Azure DP-100 Certification exam. With the certification, you will be able to successfully demonstrate your knowledge and abilities and improve your job prospects substantially in the field of Data Science and Machine Learning. If you're looking to stay ahead of the curve and enhance your Data Science skills, the DP-100: A-Z Machine Learning using Azure Machine Learning course is an excellent choice.
