Data Science Bootcamp with Power BI and Python
Be able to create various kinds of Visualization charts in Power BI and Python
Updated on Jun, 2025
Language - English
Development ,Data Science,Python
Lectures -52
Duration -3.5 hours
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Course Description
Welcome to this course on Data Science Bootcamp with Microsoft Power BI and Python. In this course, you will learn various concepts with hands-on examples where you will learn to create powerful BI reports and analytics dashboards. You will learn right from creating data visualization charts in Power BI with and without using Python programs. You will learn to create various kinds of charts such as Bar, Pie, Ring, Treemap and more that are available as default charts in Power BI. Moreover you will also learn to create advanced custom charts by writing Python programs such as line, scatterplot and violin chart. After that, you will also learn to create slicer filters for categories and dates based on which you can filter the data that is visually displayed on the chart. This feature helps in focused decision-making based on decided parameters such as region, category or date.
After learning lessons on Data Visualization, you will learn Data Cleaning and Data Preparation by using Power Query Editor. Here, you will learn to perform various kinds of operations on rows, columns or individual cells of the dataset. You will learn to create a new custom column or field in a table based on a certain condition such as a conditional column, and you will also learn to create an index column. You will learn to perform row operations such as row deletion. For columns, you would learn to perform Split, Merge, Extract and other operations in the Power Query editor.
You could use the skills learned in this course for various domains such as Data Science, Business Intelligence, Data Analysis, Data Preparation and Data Visualization.
Topics discussed under Data Visualization and Analytics with Python and Power BI:
Bar chart.
Line chart.
Pie chart.
Ring chart.
Treemap chart.
Table and Matrix.
Drill down.
Install python libraries.
Create a line chart with matplotlib.
Putting labels and creating a dashed line chart.
Violin chart with seaborn.
Slicer Filter.
Date Slicer.
Creating a calculated measure.
Using live web data.
Topics covered under Data Preparation with Power Query:
Row deletion and column Split.
Replace column values.
Column Merge.
Adding Suffixes and Prefixes.
Add and transform the column.
Extract function.
Adding conditional and Index columns.
Date function in power query.
Goals
- You would be able to create various kinds of Visualization charts in Power BI.
- You would be able to create a Bar, Line, Pie, Ring, Treemap, Table and Matrix.
- You could create Advanced custom charts by writing Python code for Line charts, Scatterplot and Violin charts.
- You could create slicer filters and custom measures.
- You could perform Data Preparation and Cleaning using Power Query Editor.
- You could perform Split, Merge, Prefix, Suffix, Extract and other functions.
Prerequisites
- You should have either a trial or full version of Tableau Desktop or Tableau Online.
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction
1 Lectures
-
Introduction
02:27
02:27
Getting Started with Power bi
2 Lectures
Create Visualization charts
5 Lectures
Table and Matrix
2 Lectures
Map Chart
1 Lectures
Working with Live Web Data
2 Lectures
Slicer Filter and Calculated Field
5 Lectures
Exporting Report
2 Lectures
Animation Playback
2 Lectures
Adding Custom Buttons
4 Lectures
Data Visualization with Python
5 Lectures
Advanced Python charts
5 Lectures
Getting Started with Power Query
3 Lectures
Updating Data values
2 Lectures
Text Extraction
2 Lectures
Index and Conditional Columns
3 Lectures
Date and Time Functions
3 Lectures
Removing Null values using python script
2 Lectures
Manage Relationship
1 Lectures
Instructor Details
Harshit Srivastava
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 152,000 students from 189 countries across the world.
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