Python
Course Overview
Python is a most popular programming language, it’s used to create web applications. You can use this language for both side Frontend and Backend.
Module - 1
Introduction
- Python Introduction
- Installation and setup
- Compiler
- Running process
- Browser connectivity
- Print “Welcome”
- Syntax
- Comments
- Variables
- Data types
- Strings
- Casting
- Booleans
- Operators
- Lists
- Tuples and Sets
- Conditions
- Loop methods
- Functions
- Lambda uses
- Arrays
- Inheritance
Advance Topics
- Classes & Objects
- Iterators
- Scope
- Modules
- Dates
- JSON
- PIP
- String formatting
- User Input methods
- Read / Write / Delete files methods
- Modules
- Django intro and usages
- Pandas
- SciPy
- NumPy
- Matplotlib
Module - 2
Machine Learing Topics
- Machine learning intro
- Setup and configure
- Median mode
- Standard deviation
- Percentile
- Data distribution
- Scatter plot
- Linear regression
- Polynomial
- Multiple regression
- Scale
- Decision Tree
- Confusion matrix
- Logistic regression
- Grid search
- Categorical Data
- K-means
- Bootstrap aggregation
- Cross validation
MySQL and MongoDB in Python
- Setup with Python
- Database connectivity
- Table creation
- Insert
- Select
- Delete
- Find
- Query
- Sort method
- Update & Limit methods
- Where & Order by
- Drop table
- Limit & Join
- Live Practical Examples
Career Overview with Python
After completing this course you will become a professional Python developer and you will be able to manage server side and client side projects, also be expert in machine learning and AI.
Our Support
Please take a look SoftZone support after completing this course.
- Professional resume building
- Make profile on multiple job portals
- Preparation for an interview
- Help to apply for an top MNC companies
- Upload resume for international job portals
- Get a chance to hire from top companies
