Python Course Online
Who Should Attend
- Systems administrators and IT managers
- IT administrators and operators
- Linux/Unix Implementation Engineer or Administrator
- Windows Server Implementation Engineer or Administrator
- Cloud Systems Implementation Engineer or Administrator
- Network Implementation Engineer or Administrator
- Storage Implementation Engineer or Administrator
- Freshers
- College Graduates for Project works
Requirements : No prerequisites
Python Intro
- What is Python
- Python Market Trends
- Python Role & Skills
Python Basics
- Installing Python
- Python Console
- Statements
- Variables
- Input functions
Data Types
- Data Types: String
- Data Types: Numbers
- Data Types: Lists & Tuples
- Data Types: Dictionaries
- Data Types: Boolean
Conditional Statements
- If condition
- If/else condition
- AND/OR operators
Loops
- While Loops
- For Loops
- Data validation and Error Handling
Functions
- What if Functions
- Using Functions
Python OOPS
- Python Class/Object
- Inheritance
- Scope Variable
- Modules
Python Modules
- Time
- Matplotlib
- Requests
- Working with API’s
- Working with JSON
File Handling
- Create file using python
- Read file using python
- Write & Append
- Reading Excel sheet
Boto3 Python SDK
- What is AWS
- Introduction to AWS Python
- Implementing python boto3 module
- AWS Lambda python coding
Python Numpy
- What is Numpy
- Numpy Array module
- Numpy Array Datatypes
- Numpy Array Iterating
- Numpy Array Sort
- Numpy Array Join
- Numpy Array Split
- Numpy Array Search
- Numpy Array Filter
- Numpy Array Random
Python MySQL
- Mysql getting started
- Python Mysql Implementation
- Create database
- Select Query
- Insert
- Drop
- Update
Python MySQL
- Flask – Overview
- Flask Environment
- Application
- Routing
- Variable Rules
- URL Building
- Flask Request Objects
- HTTP Methods
- Templates
- Sending form data to templates
- Redirects & Errors
- Cookies
- Sessions
- Message Flashing
- Static Files
- Flask Extensions
- Other Web development Overview
- Django Overview
- Ruby on rails vs Flask vs Django
Introduction to machine learning
- Machine learning Intro
- What is dataset
- Mean, Median & Mode
- Standard Deviation
- Percentile
- Data Distribution
- Normal Data Distribution
- Scatter Plot
- Linear Regression
- Polynomial Regression
- Multiple Regression
- Scale
- Splitting data into Train/Test groups
- Decision Tree
- Logistic Regression model
- What’s next in machine learning
Introduction to machine learning
- Project overview
Interview Q & A
- Discuss on interview questions & answers
