Overview

Welcome to this course on Data Science and Machine Learning with Microsoft Azure. You would learn various lessons for Data Visualization, Data Cleaning and Data Analysis using Microsoft Power BI. It is a powerful Business Intelligence software that can be used for various domains ranging from creating Analytics dashboard and Business Intelligence reports to fetching information from wide range of data sources. You could also perform various types of data cleaning operations using Power Query. Moreover, if you want to create some advanced types of Analytics charts you can write a few lines of code in python using frameworks such as Matplotlib and Seaborn. And if you want to modify the dataset either by creating derived values based on certain mathematical formula or specified conditions you could perform various Data Modelling operations as well by using creating Calculated fields and by using Power Query editor. In this course you would learn various such concepts with completely practical examples on Power BI Desktop, that can be applied in the similar way on azure cloud.After you have learned various lessons on Power BI, you would be learning Azure Machine learning in the later sections of this course. Here you would learn to analyze an image using Computer Vision. And you would also learn to perform language detection, sentiment analysis, key phrase extraction and entity recognition using Azure Text Analytics. Here in this course you will learn following lessons on Data Science using Microsoft Power BI-Creating Visualization charts such as Bar chartPie chartDonut or Ring chartTreemap chartInteractive charts and Drill downTable and MatrixDate and other SlicersCreating a calculated fieldGauge chartMap chart and modesScatterplot and Animation PlaybackBasics of Power QueryRow deletion and Column SplitReplacing Column ValuesCreating Advanced reports using PythonInstalling Python packages and defining pathCreating a Line chart with matplotlibPutting labels and creating dashed scatterplotMoreover you would also learn about Azure Machine Learning with lessons on-Computer Vision- Create ServiceComputer Vision- Analyze image , text in image and generate thumbnailText Analytics- Create ServiceText Analytics- Language DetectionText Analytics- Sentiment AnalysisText Analytics- Key Phrase ExtractionText Analytics- Entity Recognition

Skills

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