IIRF Online > Development > Data Science > Python > Advanced Python for Data Analytics by PwC Academy
Advanced Python for Data Analytics by PwC Academy by Edureka
Skills you will learn!
Curriculum
12 Topics
User Input & File I/O
Lists Tuples Strings
Sets & Dictionaries
Functions & Arguments
Global Variables & Lambda
OOP Concepts & Inheritance
Constructors & Destructors
Method Overloading & Overriding
Modules & Imports
Standard Libraries (Sys OS JSON)
Regular Expressions
Exception Handling
10 Topics
Pandas Overview & Data Structures
Series & DataFrames
Importing/Exporting Files
Data Merging & Joins
Data Cleaning & Exploration
Pivoting & Concatenation
NumPy Arrays & Operations
Indexing & Slicing
Matrix Operations & Functions
NumPy File Handling
8 Topics
Web Scraping with Beautiful Soup
Automating Data Extraction using Scrapy
Web Requests and Interactions with Python
Extracting Hyperlinks from Web Pages
Data Visualization using Bokeh
Practical Image Editing Techniques with OpenCV
Real-Time Face Detection using OpenCV
Motion Tracking and Video Capture with OpenCV
12 Topics
Basics of Database Management
Python MySQL Integration
Creating Databases and Tables
Inserting Data into Tables
Querying Data with SELECT and WHERE
Sorting Data using ORDER BY
Updating and Deleting Records
Joining Tables (JOIN and SELF JOIN)
MongoDB Overview and Setup
Inserting Data in MongoDB (insert_one and insert_many)
Updating and Deleting Documents in MongoDB
Indexing and Querying with MongoDB
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Advanced Python for Data Analytics by PwC Academy
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