Category Archives for DP-100

Microsoft Azure Data Scientist Associate DP-100 FAQ

Microsoft Azure Data Scientist DP-100 FAQ

Do you also have such questions in mind or are confused about the DP-100 Microsoft Azure Data Scientist Associate certification? 1. What is the difference between Data Science and Data Engineering? 2. How is Data Science different from Azure Data Science? 3. Is python required to prepare for DP-100 certification? Then you have landed at […]

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Hyperparameter

Hyperparameter Tuning In Azure

In machine learning, models are trained to predict unknown labels for new data based on correlations between known labels and features found in the training data. Depending on the algorithm used, you may need to specify hyperparameters to configure how the model is trained. Want to know more about Hyperparameters and how to tune them […]

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Azure Data Science and Data Engineer

Azure Data Science and Data Engineering Certifications: DP-900 vs DP-100 vs DP-200/DP-201

Azure offers 3 role-based certifications for Machine learning, Data Science, and Data engineering which are DP-900 for working with data, DP-100 for ML, data science, and DP-200/DP-201 for Data Engineering. In this blog, we are going to cover some most frequently asked questions to us in our Free Classes like: 1.        What is the difference […]

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MLOps

Machine Learning Operations (MLOps) On Azure

MLOps or Machine Learning Operations is based on DevOps principles and practices that increase the efficiency of workflows and improves the quality and consistency of the machine learning solutions. MLOps is covered in our DP-100 Design & Implement a Data Science solution on Azure training. Want to know more about MLOps? Read the blog post […]

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azure machine learning service

Azure Machine Learning Service Workflow For Beginners

Azure Machine Learning Service is a fully managed cloud service that is used to train, deploy, and manage machine learning models. It supports numerous open-source packages available in Python such as TensorFlow, Matplotlib, and scikit-learn. Want to know more about Azure Machine Learning Service and workflow? Read the blog post at https://k21academy.com/dp10020 to learn more. […]

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datastores and datasets in azure

Datastores And Datasets In Azure

In Azure, we have two concepts namely Datastores and Datasets. Datastores are used for storing connection information to Azure storage services while Datasets are references to the data source locations. Want to know more about Datastores and Datasets in Azure and how we work with them? Read the blog post at https://k21academy.com/dp10019 to learn more. […]

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azure machine learning

How To Deploy Azure Machine Learning Model In Production

Machine Learning is the process of training a machine with specific data to make inferences. There are various types of Machine Learning models. We can deploy the Machine Learning model on Azure by various means like using Azure ML Studio, Azure ML SDK (Python, R), Automated ML, and Visual Studio. Check out the blog post […]

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data science vs data analytics

Data Science VS Data Analytics VS Data Engineer

One of the common questions that are asked to us in our Free Training on Microsoft Azure Data Scientist Certification [DP-100] is that what is the difference in Data Science vs Data Analytics vs Data Engineer? Data scientists analyze data to identify patterns and trends to predict future outcomes. Data Analyst analyzes data to summarize […]

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AWS SageMaker

Amazon AWS SageMaker For Machine Learning: Overview & Capabilities

AWS SageMaker is a managed service from Amazon that provides developers and data scientists with the ability to build, train, and deploy machine learning models. Want to know more about AWS SageMaker and how it can be used for Machine Learning Models? Read the blog post at https://k21academy.com/dp10016 to learn more. The blog post covers: […]

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Convolutional Neural Network

Convolutional Neural Network (CNN) | Azure Machine Learning

Machine learning is a subset of Artificial Intelligence. We mostly use CNN’s in Computer Vision for image classification, object detection, and Neural Style Transfer. Check this blog https://k21academy.com/dp10015 which will cover the basics of the Convolutional Neural Network (CNN) and how we train our convolutional neural networks model on Azure ML service without knowing to […]

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