# Python For Data Analytics

- [1.Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python.md)
- [1.Python Documents](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents.md)
- [1.Data Types](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents/1.data-types.md)
- [2.Variables In Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents/2.variables-in-python.md)
- [3.Operators In Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents/3.operators-in-python.md)
- [4.User Input In Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents/4.user-input-in-python.md)
- [5.TypeCasting In Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents/5.typecasting-in-python.md)
- [6.Strings In Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents/6.strings-in-python.md)
- [7.Conditional Statements In Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents/7.conditional-statements-in-python.md)
- [8.Branching using Conditional Statements and Loops in Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents/8.branching-using-conditional-statements-and-loops-in-python.md)
- [9.Lists In Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents/9.lists-in-python.md)
- [10.Sets In Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents/10.sets-in-python.md)
- [11.Tuples In Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents/11.tuples-in-python.md)
- [12.Dictionary In Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents/12.dictionary-in-python.md)
- [13.Functions In Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents/13.functions-in-python.md)
- [14.File Handling In Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents/14.file-handling-in-python.md)
- [15.Numerical Computing with Python and Numpy](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/1.python-documents/15.numerical-computing-with-python-and-numpy.md)
- [2.Python Assignments](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments.md)
- [Data Type & Variables](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/data-type-and-variables.md): (Expected time: 30 mins)
- [Operators Assignment](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/operators-assignment.md)
- [User Input & Type Casting](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/user-input-and-type-casting.md)
- [Functions- Basic Assignments](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/functions-basic-assignments.md)
- [String Assignments](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/string-assignments.md)
- [String CheatSheet](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/string-assignments/string-cheatsheet.md): Functions and Methods to be used in string data type
- [Conditional Statements Assignments](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/conditional-statements-assignments.md): Expected time-- 3 hrs.
- [Loops Assignments](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/loops-assignments.md)
- [List Assignments](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/list-assignments.md)
- [List Cheatsheet](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/list-assignments/list-cheatsheet.md)
- [Set Assignments](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/set-assignments.md)
- [Sets Cheatsheet](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/set-assignments/sets-cheatsheet.md)
- [Dictionary Assignments](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/dictionary-assignments.md)
- [Dictionary Cheatsheet](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/dictionary-assignments/dictionary-cheatsheet.md)
- [Function Assignments](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/function-assignments.md)
- [Functions used in Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/2.python-assignments/functions-used-in-python.md)
- [3.Python Projects](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects.md)
- [Employee Management System](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/employee-management-system.md)
- [Hamming distance](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/hamming-distance.md): Hamming distance is calculated by counting the number of unmatching characters between two same length strings.
- [Webscraping With Python](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/webscraping-with-python.md)
- [Introduction To Web Scraping](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/webscraping-with-python/introduction-to-web-scraping.md)
- [Importing Necessary Libraries](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/webscraping-with-python/importing-necessary-libraries.md)
- [Basic Introduction To HTML](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/webscraping-with-python/basic-introduction-to-html.md)
- [Introduction To BeautifulSoup](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/webscraping-with-python/introduction-to-beautifulsoup.md)
- [Flipkart Web Scraping](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/webscraping-with-python/flipkart-web-scraping.md)
- [Scraping Step By Step](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/webscraping-with-python/flipkart-web-scraping/scraping-step-by-step.md)
- [Retail Sales Analysis](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/retail-sales-analysis.md)
- [Guess the Word Game](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/guess-the-word-game.md)
- [Data Collection Through APIs](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/data-collection-through-apis.md)
- [To-Do List Manager](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/to-do-list-manager.md): Create a simple to-do list manager where users can add, view, and delete tasks from their to-do list. The program should provide a menu-driven interface for users to interact with their tasks.
- [Atm-functionalities(nested if)](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/atm-functionalities-nested-if.md): In this project we will create a program which shows how an atm machine works related to basic functions as show account balance,cash withdraw,cash deposit and pin change.
- [Distribution of Cards(List & Nested for)](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/distribution-of-cards-list-and-nested-for.md): We are going to create a program that will distribute 52 cards of a deck amongst 4 players "Randomly".
- [Guess the Number Game](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/3.python-projects/guess-the-number-game.md)
- [4.Python + SQL Projects](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/4.python-+-sql-projects.md)
- [Bookstore Management System](https://pda-assignments.consoleflare.com/python-for-data-analytics/1.python/4.python-+-sql-projects/bookstore-management-system.md): Python and MySQL combined Project on Bookstore Management
- [2.Data Analytics](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics.md)
- [1.Pandas](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas.md)
- [1.Pandas Documents](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents.md)
- [1. Reading or Loading Data](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/1.-reading-or-loading-data.md): In this Document , You will cover how to load different types of data in pandas.
- [2. DataFrame and Series Operations](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/2.-dataframe-and-series-operations.md): In this document , we will learn mostly about datatype of pandas and also work on Column Operation
- [3. DataFrame Basic Functions](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/3.-dataframe-basic-functions.md): In this note, we will be working on basic dataframe functions.
- [2.Indexing and Slicing In Pandas](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/2.indexing-and-slicing-in-pandas.md)
- [3.Joining In Pandas](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/3.joining-in-pandas.md)
- [4.Missing Values In Pandas](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/4.missing-values-in-pandas.md)
- [5.Outliers In Pandas](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/5.outliers-in-pandas.md)
- [6.Aggregating Data](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/6.aggregating-data.md)
- [7.DateTime In Pandas](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/7.datetime-in-pandas.md)
- [8.Validation In Pandas](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/8.validation-in-pandas.md)
- [9.Fetching Data From SQL](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/9.fetching-data-from-sql.md)
- [10. Automation In Pandas](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/10.-automation-in-pandas.md)
- [11.Matplotlib - Data Visualization](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/11.matplotlib-data-visualization.md)
- [12. Seaborn - Data Visualization](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/12.-seaborn-data-visualization.md)
- [13. Required Files](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/13.-required-files.md)
- [Filter](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/1.pandas-documents/filter.md): Learn how can we use filtering in pandas
- [3.Pandas Projects](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/3.pandas-projects.md)
- [Retail Sales Analysis](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/3.pandas-projects/retail-sales-analysis.md)
- [Retail Sales Step By Step](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/3.pandas-projects/retail-sales-analysis/retail-sales-step-by-step.md)
- [IMDB - Dataset Analysis - Basic](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/3.pandas-projects/imdb-dataset-analysis-basic.md)
- [2. Pandas Assignments](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/2.-pandas-assignments.md)
- [1. Reading and Loading the Data](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/2.-pandas-assignments/1.-reading-and-loading-the-data.md)
- [2. Data frame Functions and Properties](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/2.-pandas-assignments/2.-data-frame-functions-and-properties.md)
- [3. Series - Basic Operations](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/2.-pandas-assignments/3.-series-basic-operations.md)
- [4. Filtering in Pandas](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/2.-pandas-assignments/4.-filtering-in-pandas.md)
- [5. Advance Filtering](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/2.-pandas-assignments/5.-advance-filtering.md)
- [6. Aggregate Functions & Groupby](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/2.-pandas-assignments/6.-aggregate-functions-and-groupby.md)
- [7. Pivot Tables](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/2.-pandas-assignments/7.-pivot-tables.md)
- [8. Datetime](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/2.-pandas-assignments/8.-datetime.md)
- [9. String Functions](https://pda-assignments.consoleflare.com/python-for-data-analytics/2.data-analytics/1.pandas/2.-pandas-assignments/9.-string-functions.md)