Learn Data Science and Machine Learning on Microsoft Azure

Learn Data Science and Machine Learning on Microsoft Azure, available at $39.99, has an average rating of 4.75, with 24 lectures, based on 24 reviews, and has 3895 subscribers.

You will learn about 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 This course is ideal for individuals who are Anyone who is curious to learn Data Visualization and Data Science with Microsoft Power BI or And people interested to learn Computer vision and Text Analytics with Microsoft Azure. It is particularly useful for Anyone who is curious to learn Data Visualization and Data Science with Microsoft Power BI or And people interested to learn Computer vision and Text Analytics with Microsoft Azure.

Enroll now: Learn Data Science and Machine Learning on Microsoft Azure

Summary

Title: Learn Data Science and Machine Learning on Microsoft Azure

Price: $39.99

Average Rating: 4.75

Number of Lectures: 24

Number of Published Lectures: 24

Number of Curriculum Items: 24

Number of Published Curriculum Objects: 24

Original Price: $19.99

Quality Status: approved

Status: Live

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

Who Should Attend

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.

Target Audiences

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.

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

Course Curriculum

Chapter 1: Introduction

Lecture 1: Introduction

Chapter 2: Getting started with Power BI

Lecture 1: Bar chart

Lecture 2: Line chart

Lecture 3: Pie chart

Lecture 4: Ring chart

Chapter 3: Interactive charts and Drill Down Analysis

Lecture 1: Using Treemap to create Inter-Related charts in a dashboard

Lecture 2: Drill Down Table and Matrix

Chapter 4: Customizing Dataset with Calculated Field, Slicers

Lecture 1: Slicer- Basics

Lecture 2: Slicers- Date Slicer

Lecture 3: Creating a Measure Calculated Field for Gauge Chart

Chapter 5: Storytelling with Animated charts

Lecture 1: Map 1- Simple Map and modes

Lecture 2: Scatterplot- Animation Playback

Chapter 6: Data Cleaning with Power Query

Lecture 1: POWER QUERY- 1 Row deletion and Column

Lecture 2: POWER QUERY- 2 Replace Column Values

Chapter 7: Creating Advanced charts using Python Matplotlib

Lecture 1: Python- Installing package and path

Lecture 2: Python- Creating a Line chart with matplotlib

Lecture 3: Python- Putting labels and creating dashed scatterplot

Chapter 8: Azure Machine Learning- Computer Vision

Lecture 1: Computer Vision- Create Service

Lecture 2: Computer Vision- Analyze image , text in image and generate thumbnail

Chapter 9: Azure Machine Learning- Text Analytics

Lecture 1: Text Analytics- Create Service

Lecture 2: Text Analytics- Language Detection

Lecture 3: Text Analytics- Sentiment Analysis

Lecture 4: Text Analytics- Key Phrase Extraction

Lecture 5: Text Analytics- Entity Recognition

Instructors

Harshit Srivastava
Cloud Professional | Content Creator | Edupreneur

Pranjal Srivastava
Docker | Kubernetes | AWS | Azure | ML | Linux | Python

Rating Distribution

1 stars: 0 votes

2 stars: 0 votes

3 stars: 4 votes

4 stars: 6 votes

5 stars: 14 votes

Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!