Learn Data Science and Machine Learning on Microsoft Azure

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Pranjal Srivastava,Harshit Srivastava

1:58:31

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1. Introduction

1. Introduction.mp4

01:49

2. Getting started with Power BI

1. Bar chart.mp4

05:05

2. Line chart.mp4

04:28

3. Pie chart.mp4

07:00

4. Ring chart.mp4

05:32

3. Interactive charts and Drill Down Analysis

1. Using Treemap to create Inter-Related charts in a dashboard.mp4

04:48

2. Drill Down Table and Matrix.mp4

03:39

4. Customizing Dataset with Calculated Field, Slicers

1. Slicer- Basics.mp4

03:29

2. Slicers- Date Slicer.mp4

04:13

3. Creating a Measure Calculated Field for Gauge Chart.mp4

07:41

5. Storytelling with Animated charts

1. Map 1- Simple Map and modes.mp4

04:38

2. Scatterplot- Animation Playback.mp4

04:57

6. Data Cleaning with Power Query

1. POWER QUERY- 1 Row deletion and Column.mp4

06:48

2. POWER QUERY- 2 Replace Column Values.mp4

04:03

7. Creating Advanced charts using Python Matplotlib

1. Python- Installing package and path.mp4

03:45

2. Python- Creating a Line chart with matplotlib.mp4

06:34

3. Python- Putting labels and creating dashed scatterplot.mp4

05:59

8. Azure Machine Learning- Computer Vision

1. Computer Vision- Create Service.mp4

10:20

2. Computer Vision- Analyze image , text in image and generate thumbnail.mp4

04:17

9. Azure Machine Learning- Text Analytics

1. Text Analytics- Create Service.mp4

02:36

2. Text Analytics- Language Detection.mp4

05:20

3. Text Analytics- Sentiment Analysis.mp4

04:38

4. Text Analytics- Key Phrase Extraction.mp4

02:54

5. Text Analytics- Entity Recognition.mp4

03:58

Description

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

Who is this 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.

More details

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 PowerÂ 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.

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I am an Instructor, Devops engineer, machine learning enthusiast, cloud expert and passionate developer.I have authored 73 courses with over 102,000 students worldwide across 175+ countries on wide array of technologies like containerization, machine learning, Linux, programming languages and cloud computing platforms like Microsoft Azure, Amazon Web Service and IBM Cloud.

Harshit Srivastava

Instructor's Courses

I am Self-Taught developer who had worked on various platforms using varied languages, and involved in various Projects both Open Source and Proprietary.I have developed Web and Android Applications, chrome Extension, worked on various frameworks, fixed bugs for some projects, and explored numerous others. I think education and learning should be free and open, not be bound with restrictions like attending classes or going to college, People from all age groups, gender, faith, race, nations, etc must get equal privilege. When entire world would act this way like being a single FAMILY, we would truly realize VALUE of Knowledge and Human Life.Currently I am teaching more than 144,000 students from 189 countries across the world.

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