Category Archives for DP-100

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 […]

Read More
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. […]

Read More
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. […]

Read More
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 […]

Read More
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 […]

Read More
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: […]

Read More
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 […]

Read More
speech translation

Speech Translation (Artificial Intelligence, Machine Learning)

The Machines which can act, behave, and make decisions like humans are termed as Artificially Intelligent Machine. The speech Translation system is used in many artificially intelligent machines. It is the process of converting spoken conversational words from one language to another. Want to know more about Speech Translation? Read the blog post at k21academy.com/dp10014 […]

Read More
Object detection and tracking in azure machine learning

Object Detection And Tracking In Azure Machine Learning

Machine learning is a subset of artificial intelligence. Object Detection and Tracking in Machine Learning is widely used in various IT fields. Do you know about Object Detection and Tracking in Machine Learning? Check our blog post at http://k21academy.com/dp10012 and know it all. The blog post covers all the essential information like: • Overview of Object […]

Read More
data scientist associate

Microsoft Certified Azure Data Scientist Associate | DP 100 | Step By Step Activity Guides (Hands-On Labs)

Number 1 technology Data Science, Machine Learning has joined hands with Azure, taking it to another level. Getting certified as a Data Scientist gives you the upper hand. Check out this blog https://k21academy.com/dp10005 to find out all about our Hands-On Lab exercises that help you prepare for the certification course as well as on-ground tasks. […]

Read More