• Post category:StudyBullet-7
  • Reading time:6 mins read


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

What you will 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

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 PowerΒ 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.


Get Instant Notification of New Courses on our Telegram channel.


DealsCrown Telegram Banner

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
English
language

Content

Introduction

Introduction

Getting started with Power BI

Bar chart
Line chart
Pie chart
Ring chart

Interactive charts and Drill Down Analysis

Using Treemap to create Inter-Related charts in a dashboard
Drill Down Table and Matrix

Customizing Dataset with Calculated Field, Slicers

Slicer- Basics
Slicers- Date Slicer
Creating a Measure Calculated Field for Gauge Chart

Storytelling with Animated charts

Map 1- Simple Map and modes
Scatterplot- Animation Playback

Data Cleaning with Power Query

POWER QUERY- 1 Row deletion and Column
POWER QUERY- 2 Replace Column Values

Creating Advanced charts using Python Matplotlib

Python- Installing package and path
Python- Creating a Line chart with matplotlib
Python- Putting labels and creating dashed scatterplot

Azure Machine Learning- Computer Vision

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

Azure Machine Learning- Text Analytics

Text Analytics- Create Service
Text Analytics- Language Detection
Text Analytics- Sentiment Analysis
Text Analytics- Key Phrase Extraction
Text Analytics- Entity Recognition
Enroll for Free

πŸ’  Follow this Video to Get Free Courses on Every Udemy Topics! πŸ’