Master Pandas For Data Analysis And Visualisation
 

Data Analysis & Visualisation in Pandas, Pandas Plotting Lib, Numpy, Python, Streamlit, Problem Solving & 5 EDA Projects
What you'll learn
Basic, Intermediate & Object Oriented Programming in Python
Basic & Intermediate of Numpy
Basic to Advanced of Pandas Series
Basic to Advanced of Pandas DataFrame
Indexing, Slicing & Sorting a Pandas DataFrame
Joining, Merging, Concatenating, Updating & Combining a Pandas DataFrame
Filtering, Group by and Aggregation in Pandas DataFrame
String Operations in Pandas DataFrame
Multi-Indexing in Pandas DataFrame
Pivot & Reshaping a Pandas DataFrame
Working with Datetime & Timeseries in Pandas DataFrame
Resampling & Rolling
Styling a Pandas DataFrame
Options & Settings in Pandas DataFrame
Plotting & Visualisation of Pandas DataFrame
Data Cleaning & Preprocessing in Pandas DataFrame
Pandas Plotting Library
Streamlit Basics
Streamlit Dashboard
EDA projects on Kaggle Dataset
Requirements
No prior programming knowledge is required
You need a decent computer with a decent internet connection.
A very very important prerequisite: You are seriously willing to write codes with me.
A very very important prerequisite: You are seriously willing to learn data analysis and visualisation using Pandas only and do multiple EDA projects.
Description
Welcome to the course "Master Pandas for Data Analysis and Visualisation". The biggest and the best course on Pandas for Data Analysis and Visualisation. This is the only course based on Pandas Problem Solving & multiple EDA Projects.First you will learn Python from scratch to object oriented Python. Then you will learn Numpy from very basic to intermediate level. After that you will learn Pandas Series from very beginning to advance level and then you will learn Pandas DataFrame in Details.In Pandas DataFrame, you will learning everything from basic to advanced. You will learn how to create a Pandas DataFrame and run basic operations. You will learn indexing, slicing & sorting a Pandas DataFrame. You will learn joining, merging, concatenating, updating, combining, filtering, grouping by, aggregation, string operations, multiindexing, pivot & reshaping, datetime & series, resampling & rolling, styling, options & settings, plotting & visualisation and data cleaning & preprocessing.You will also learn Solving Pandas Problems, Feature Engineering & EDA.Finally, you will do multiple EDA projects using only Pandas & Pandas Plotting Library.And at the end, you will learn to develop a basic dashboard using Streamlit & PandasI've already added about 45hrs of contents. There will be more than 10 hours of contents soon. So, what are you waiting for? Enrol into the course and suggest your favourite EDA projects to add into the course.You will learn through developing projects and writing codes together. We will together develop about 5 projects. I've already added 5 projects and about 2 more projects I will add based on student's choice.I promise to give you something which no instructor has ever given in any course.
Who this course is for
For someone who wants to Learn Data Analysis & Visualisation in Pandas, Pandas Plotting Lib, Numpy, Python, Streamlit, Problem Solving & 5 EDA Projects
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