Data Science
Duration6 Months
Analyse and visualise data with Python, NumPy, Pandas and statistics, and turn data into clear insights.
View detailsPython Programming
Learn Python from basics to OOP, files, databases and Django, through practical programs and small projects.
- Classroom · Online
- 3 Months
- 12 modules · 66 topics
Syllabus
12 modules · 66 topics- History of Python
- Installation and working
- Variables
- Operators
- Blocks
- Declaring and using numeric data types
- Int, float, complex
- String data type and its operations
- List and list slicing
- Tuple
- If, else and elif
- For loop
- For loop using ranges, string, list and dictionaries
- While loop
- Use of pass, continue, break and else in loops
- Conditional and loops blocks
- Functions
- Modules in Python project
- Importing own and external modules
- Using functions, modules and external packages
- Building blocks
- Using string in build methods
- Using list in build methods
- Dictionary
- Reading config file
- Writing log files
- read(), readline() and readlines()
- write() and writelines()
- seek
- Image file handling
- file operations
- Class, object, and instances
- Constructor, class attributes and destructors
- Inheritance, Polymorphism, Access Control List, Abstract class
- Adding and retrieving dynamic attributes of classes
- Pattern matching and searching
- Pattern matching and searching using regex
- Methods used in regex
- Runtime code crash handling
- Safe guarding file operation
- Error codes
- Threads
- Difference between Single and Multiprocessing
- Synchronisation
- SQL database connection
- Creating database, tables
- Handling information on database
- Getting Started – DJango Installation
- Introduction – What is DJango? Where to use
- Create a project, The Development Server, Create a first app & Write a first view
- Database Setup, Creating models, Activating models, Playing with API & Introducing Admin
- Working with views.py in depth – Handling Request and Response
- Working urls.py in depth – Routing and Navigation
- Working with settings.py in depth – Project and Apps Settings
- Working with Templates
- Working with models and databases
- Working with forms
- Working with Multiple Apps
- Working with Session Managements
- Working with Authentication and Authorization
- Working with class-based views
- Working with migrations
- Sending emails
- Internationalization and Localization
- Logging and Paginations
- Security in Django.
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