Microsoft Transcript VDMohire-2022
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The document outlines the learning and training record of a user named Vijayananda Mohire, who has completed 76 modules with a total of 65.6 training hours. Topics covered include quantum computing, data science, machine learning with Azure, and Python programming, among others. Several courses highlight practical applications such as job scheduling optimization, regression modeling, and cloud architecture design.
Microsoft Transcript VDMohire-2022
- 1. Transcript Vijayananda Mohire Username: vijaymohire Number of modules completed 76 Number of training hours completed 65.6 Learning record Name Description Duration Solve a job shop scheduling optimization problem by using Azure Quantum Completed on Feb 23, 2022 Learn how to use Azure Quantum's optimization service to solve a job shop scheduling problem. 50 min Solve optimization problems by using quantum-inspired optimization Completed on Feb 22, 2022 Learn how quantum-inspired algorithms mimic quantum physics to solve difficult optimization problems. 40 min Run algorithms on quantum hardware by using Azure Quantum Completed on Feb 22, Get started with quantum computing on Azure Quantum and learn how to create and run Q# quantum programs on quantum computers in the cloud. 25 min Transcript - vijaymohire | Microsoft Docs https://docs.microsoft.com/en-us/users/vijaymohire/transcript 1 of 13 23-Feb-22, 1:53 PM
- 2. 2022 Use the Q# libraries Completed on Feb 21, 2022 Learn about libraries in Q# and how to add them to your projects, discover the Q# API documentation, implement another application of Grover's algorithm by using the standard library, and write documentation for your own code. 42 min Solve graph coloring problems by using Grover's search Completed on Feb 21, 2022 Learn how Grover's algorithm can help you solve search problems such as graph coloring problems. 2 hr 34 min Explore the key concepts of quantum computing by using Q# Completed on Feb 21, 2022 Learn the fundamental concepts of quantum computing by using tools in Q# and the Quantum Development Kit. 58 min Create your first Q# program by using the Quantum Development Kit Completed on Feb 20, 2022 Get started with Q# programming by building a quantum random number generator. 42 min Get started with Azure Quantum Completed on Feb 20, 2022 Learn how to get started with Azure Quantum and create an Azure Quantum workspace. 24 min Predict Classes With A Knn Classifier Completed on Oct 29, N/A 55 min Transcript - vijaymohire | Microsoft Docs https://docs.microsoft.com/en-us/users/vijaymohire/transcript 2 of 13 23-Feb-22, 1:53 PM
- 3. 2020 Simulate the distribution of regression coefficients Completed on Oct 28, 2020 N/A 40 min Make predictions with linear regression Completed on Oct 28, 2020 N/A 1 hr 27 min Understand the normal curve Completed on Oct 28, 2020 N/A 1 hr 5 min Compare Two Samples By Bootstrapping Completed on Oct 28, 2020 N/A 1 hr 24 min Test hypothesis by simulating statistics Completed on Oct 27, 2020 N/A 1 hr Simulate and generate empirical distributions in Python Completed on Oct 27, 2020 N/A 1 hr 16 min Introduction to probability N/A 40 min Transcript - vijaymohire | Microsoft Docs https://docs.microsoft.com/en-us/users/vijaymohire/transcript 3 of 13 23-Feb-22, 1:53 PM
- 4. Completed on Oct 26, 2020 Design and Plot Graphs in Python Completed on Oct 26, 2020 N/A 52 min Create and manipulate tables using the datascience library Completed on Oct 26, 2020 N/A 1 hr 32 min Introduction to Python using the Datascience Library Completed on Oct 25, 2020 N/A 1 hr 28 min Learn the Data Science Method Completed on Oct 25, 2020 N/A 34 min Work with Azure Machine Learning to deploy serving models Completed on Oct 25, 2020 Work with Azure Machine Learning to deploy serving models 23 min Deep learning with Horovod for distributed training Deep learning with Horovod for distributed training 36 min Transcript - vijaymohire | Microsoft Docs https://docs.microsoft.com/en-us/users/vijaymohire/transcript 4 of 13 23-Feb-22, 1:53 PM
- 5. Completed on Oct 25, 2020 Perform model selection with hyperparameter tuning Completed on Oct 25, 2020 Perform model selection with hyperparameter tuning 33 min Work with MLflow in Azure Databricks Completed on Oct 25, 2020 Work with MLflow in Azure Databricks 33 min Train a machine learning model Completed on Oct 25, 2020 Train a machine learning model 53 min Perform machine learning with Azure Databricks Completed on Oct 25, 2020 Perform machine learning with Azure Databricks 59 min Build and query a Delta Lake Completed on Oct 25, 2020 Build and query a Delta Lake 43 min Work with user-defined functions Completed on Oct 25, 2020 Work with user-defined functions 33 min Transcript - vijaymohire | Microsoft Docs https://docs.microsoft.com/en-us/users/vijaymohire/transcript 5 of 13 23-Feb-22, 1:53 PM
- 6. Work with DataFrames in Azure Databricks Completed on Oct 25, 2020 Work with DataFrames in Azure Databricks 46 min Read and write data in Azure Databricks Completed on Oct 25, 2020 Read and write data in Azure Databricks 1 hr Spark architecture fundamentals Completed on Oct 24, 2020 Spark architecture fundamentals 33 min Describe Azure Databricks Completed on Oct 24, 2020 Describe Azure Databricks 53 min Train and evaluate deep learning models Completed on Oct 24, 2020 Train and evaluate deep learning models 2 hr 14 min Train and evaluate clustering models Completed on Oct 24, 2020 Clustering is a kind of machine learning that is used to group similar items into clusters. 44 min Train and evaluate classification models Completed on Oct 24, Train and evaluate classification models 59 min Transcript - vijaymohire | Microsoft Docs https://docs.microsoft.com/en-us/users/vijaymohire/transcript 6 of 13 23-Feb-22, 1:53 PM
- 7. 2020 Train and evaluate regression models Completed on Oct 24, 2020 Regression is a commonly used kind of machine learning for predicting numeric values. 59 min Explore and analyze data with Python Completed on Oct 24, 2020 Data exploration and analysis is at the core of data science. Data scientists require skills in languages like Python to explore, visualize, and manipulate data. 54 min Create a Clustering Model with Azure Machine Learning designer Completed on Oct 24, 2020 Create a Clustering Model with Azure Machine Learning designer 49 min Create a classification model with Azure Machine Learning designer Completed on Oct 24, 2020 Create a classification model with Azure Machine Learning designer 1 hr Create a Regression Model with Azure Machine Learning designer Completed on Oct 24, 2020 Create a Regression Model with Azure Machine Learning designer 55 min Use automated machine learning in Azure Machine Learning Use automated machine learning in Azure Machine Learning 45 min Transcript - vijaymohire | Microsoft Docs https://docs.microsoft.com/en-us/users/vijaymohire/transcript 7 of 13 23-Feb-22, 1:53 PM
- 8. Completed on Oct 23, 2020 Monitor data drift with Azure Machine Learning Completed on Oct 18, 2020 Monitor data drift with Azure Machine Learning 42 min Monitor models with Azure Machine Learning Completed on Oct 18, 2020 Monitor models with Azure Machine Learning 39 min Detect and mitigate unfairness in models with Azure Machine Learning Completed on Oct 18, 2020 Detect and mitigate unfairness in models with Azure Machine Learning 45 min Explain machine learning models with Azure Machine Learning Completed on Oct 18, 2020 Explain machine learning models with Azure Machine Learning 47 min Automate machine learning model selection with Azure Machine Learning Completed on Oct 18, 2020 Automate machine learning model selection with Azure Machine Learning 25 min Tune hyperparameters Tune hyperparameters with Azure Machine 46 min Transcript - vijaymohire | Microsoft Docs https://docs.microsoft.com/en-us/users/vijaymohire/transcript 8 of 13 23-Feb-22, 1:53 PM
- 9. with Azure Machine Learning Completed on Oct 18, 2020 Learning Deploy batch inference pipelines with Azure Machine Learning Completed on Oct 18, 2020 Deploy batch inference pipelines with Azure Machine Learning 44 min Deploy real-time machine learning services with Azure Machine Learning Completed on Oct 18, 2020 Deploy real-time machine learning services with Azure Machine Learning 40 min Orchestrate machine learning with pipelines Completed on Oct 18, 2020 Orchestrate machine learning with pipelines 55 min Work with Compute in Azure Machine Learning Completed on Oct 18, 2020 Work with Compute in Azure Machine Learning 45 min Work with Data in Azure Machine Learning Completed on Oct 18, 2020 Work with Data in Azure Machine Learning 45 min Train a machine learning model with Azure Train a machine learning model with Azure Machine Learning 40 min Transcript - vijaymohire | Microsoft Docs https://docs.microsoft.com/en-us/users/vijaymohire/transcript 9 of 13 23-Feb-22, 1:53 PM
- 10. Machine Learning Completed on Oct 18, 2020 Introduction to the Azure Machine Learning SDK Completed on Oct 17, 2020 Introduction to the Azure Machine Learning SDK 40 min Introduction to Azure virtual machines Completed on Dec 22, 2018 Learn about the decisions you make before creating a virtual machine, the options to create and manage the VM, and the extensions and services you use to manage your VM. 1 hr 7 min Design for availability and recoverability in Azure Completed on Dec 22, 2018 N/A 59 min Design for performance and scalability in Azure Completed on Dec 22, 2018 N/A 48 min Design for security in Azure Completed on Dec 21, 2018 N/A 1 hr 2 min Pillars of a great Azure architecture Completed on Dec 21, 2018 N/A 54 min Transcript - vijaymohire | Microsoft Docs https://docs.microsoft.com/en-us/users/vijaymohire/transcript 10 of 13 23-Feb-22, 1:53 PM
- 11. Design for efficiency and operations in Azure Completed on Dec 21, 2018 N/A 42 min Control and organize Azure resources with Azure Resource Manager Completed on Dec 21, 2018 Use Azure Resource Manager to organize resources, enforce standards, and protect critical assets from deletion. 46 min Predict costs and optimize spending for Azure Completed on Dec 20, 2018 N/A 1 hr 14 min Automate Azure tasks using scripts with PowerShell Completed on Dec 20, 2018 Learn how to install Azure PowerShell on Linux, macOS, or Windows and then connect to Azure and manage your resources. 1 hr 11 min Control Azure services with the CLI Completed on Dec 20, 2018 Learn the steps to install the Azure CLI locally, create a website, and manage Azure resources using the CLI. 34 min Align requirements with cloud types and service models in Azure Completed on Dec 20, 2018 Discover Azure's three approaches to deploying cloud resources -- public, private, and hybrid -- and learn the difference each makes in your Azure services. 35 min Transcript - vijaymohire | Microsoft Docs https://docs.microsoft.com/en-us/users/vijaymohire/transcript 11 of 13 23-Feb-22, 1:53 PM
- 12. Interactive deep learning with Jupyter, Docker and PyTorch on the Data Science Virtual Machine Completed on Dec 19, 2018 N/A 1 hr 14 min Distribute your data globally with Azure Cosmos DB Completed on Dec 18, 2018 Discover the benefits of writing and replicating customized data to regions around the world with Azure Cosmos DB global distribution. 31 min Build a .NET Core app for Azure Cosmos DB in Visual Studio Code Completed on Dec 18, 2018 Learn how to create a .NET Core application to store and query data in Azure Cosmos DB by using Visual Studio Code. 54 min Insert and query data in your Azure Cosmos DB database Completed on Dec 18, 2018 Discover the Azure Cosmos DB Data Explorer tool that enables you to add or modify data. Create stored procedures in JavaScript. 58 min Create an Azure Cosmos DB database built to scale Completed on Dec 18, 2018 Learn how to create an Azure Cosmos DB account, database, and container built to scale as your application grows. 35 min Security, responsibility, and trust in Azure Completed on Dec 17, N/A 1 hr 16 min Transcript - vijaymohire | Microsoft Docs https://docs.microsoft.com/en-us/users/vijaymohire/transcript 12 of 13 23-Feb-22, 1:53 PM
- 13. 2018 Core Cloud Services - Azure networking options Completed on Dec 17, 2018 N/A 28 min Core Cloud Services - Azure data storage options Completed on Dec 17, 2018 N/A 25 min Core Cloud Services - Azure compute options Completed on Dec 17, 2018 N/A 38 min Cloud Concepts - Principles of cloud computing Completed on Dec 17, 2018 N/A 1 hr 2 min Core Cloud Services - Introduction to Azure Completed on Dec 17, 2018 N/A 36 min Transcript - vijaymohire | Microsoft Docs https://docs.microsoft.com/en-us/users/vijaymohire/transcript 13 of 13 23-Feb-22, 1:53 PM