Python Data Analytics
Learn Data Analytics in Python to collect, transform, and organize data to make future predictions, and make informed data-driven decisions.
About Python Data Analytics
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Introduction to what is Data analytics
Installation of software Python & PyCharm.
Introduction to Python for Data Analytics : Overview of data analytics, its importance, and applications in various industries.
Learn about various Data Types used in Python practically
Learn about rules of Variables, Input/Output in Python.
Learn & code in Python for Arithmetic Operators
Relational Operators
Logical Operators
Assignment Operators, etc.
Create & understand different types of loops, switch statements.
Practically understanding logic behind image data extraction.
Coding for making DIGIT RECOGNITION project.
Understanding use & Installing required packages.
Understanding concept behind data tokenizer practically.
Data cleansing tool to fix common data quality issues
Performing digit recognizer practically on your laptop for converting Numbers from Image Data format to numeric data format
Coding for tokenizing data & getting tokenizers in output.
Understanding concept behind data wrangling.
Coding for wrangling data & getting output.
Coding for data visualization using python.
Practically visualising data in graphical form.
Coding & displaying different graphs in python just like :
Bar Chart
Pie Chart
Scatter Plot
Logical Operators
Histogram etc.
Coding for multiple data filtering operations which includes
Repeat data remover
Length & Word Count
Replacing
Index Changing etc.
Performing & Learning code for converting Image Data into Text Data.
Making your own project for extracting Images into Texts.
Learning regression algorithms using python for prediction of Data.
Learning Classification algorithms using python for classification of Data.
Coding for converting Text Data into Audio Data format.
Coding for converting Audio Data into Text Data.
Understanding basic logic behind Graphical User Interface using Python.
Performing many more tasks.
Doubt solving.
Click Here to view a complete step-by-step guide on how to install python
Click Here to view a complete step-by-step guide on how to install PyCharm
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