Power BI | Power Query | Azure Machine Learning | Computer Vision | Text Analytics | Python charts

What you'll learn

Create visualization charts and business intelligence reports using Power BI

Perform data cleaning operations using Power Query

Create advanced charts and analysis using Python in Power BI

Build machine learning instances on Azure for Computer Vision

Perform Text Analytics on Microsoft Azure cloud

Requirements

No programming experience is required for learning Power BI and you would learn most of the concepts in this course.

If you have basic python programming skills, it would be useful for creating advanced BI reports in Power BI and can be used with Computer Vision

But you should have working knowledge of Python programming for writing programs for Computer vision and Text Analytics

Description

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 chart

Pie chart

Donut or Ring chart

Treemap chart

Interactive charts and Drill down

Table and Matrix

Date and other Slicers

Creating a calculated field

Gauge chart

Map chart and modes

Scatterplot and Animation Playback

Basics of Power Query

Row deletion and Column Split

Replacing Column Values

Creating Advanced reports using Python

Installing Python packages and defining path

Creating a Line chart with matplotlib

Putting labels and creating dashed scatterplot

Moreover you would also learn about Azure Machine Learning with lessons on-

Computer Vision- Create Service

Computer Vision- Analyze image , text in image and generate thumbnail

Text Analytics- Create Service

Text Analytics- Language Detection

Text Analytics- Sentiment Analysis

Text Analytics- Key Phrase Extraction

Text Analytics- Entity Recognition

Who this course is for

Anyone who is curious to learn Data Visualization and Data Science with Microsoft Power BI

And people interested to learn Computer vision and Text Analytics with Microsoft Azure.